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How to Write a Research Paper: the LEAP approach (+cheat sheet)

In this article I will show you how to write a research paper using the four LEAP writing steps. The LEAP academic writing approach is a step-by-step method for turning research results into a published paper .

The LEAP writing approach has been the cornerstone of the 70 + research papers that I have authored and the 3700+ citations these paper have accumulated within 9 years since the completion of my PhD. I hope the LEAP approach will help you just as much as it has helped me to make an real, tangible impact with my research.

What is the LEAP research paper writing approach?

I designed the LEAP writing approach not only for merely writing the papers. My goal with the writing system was to show young scientists how to first think about research results and then how to efficiently write each section of the research paper.

In other words, you will see how to write a research paper by first analyzing the results and then building a logical, persuasive arguments. In this way, instead of being afraid of writing research paper, you will be able to rely on the paper writing process to help you with what is the most demanding task in getting published – thinking.

The four research paper writing steps according to the LEAP approach:

I will show each of these steps in detail. And you will be able to download the LEAP cheat sheet for using with every paper you write.

But before I tell you how to efficiently write a research paper, I want to show you what is the problem with the way scientists typically write a research paper and why the LEAP approach is more efficient.

How scientists typically write a research paper (and why it isn’t efficient)

Writing a research paper can be tough, especially for a young scientist. Your reasoning needs to be persuasive and thorough enough to convince readers of your arguments. The description has to be derived from research evidence, from prior art, and from your own judgment. This is a tough feat to accomplish.

The figure below shows the sequence of the different parts of a typical research paper. Depending on the scientific journal, some sections might be merged or nonexistent, but the general outline of a research paper will remain very similar.

Here is the problem: Most people make the mistake of writing in this same sequence.

While the structure of scientific articles is designed to help the reader follow the research, it does little to help the scientist write the paper. This is because the layout of research articles starts with the broad (introduction) and narrows down to the specifics (results). See in the figure below how the research paper is structured in terms of the breath of information that each section entails.

How to write a research paper according to the LEAP approach

For a scientist, it is much easier to start writing a research paper with laying out the facts in the narrow sections (i.e. results), step back to describe them (i.e. write the discussion), and step back again to explain the broader picture in the introduction.

For example, it might feel intimidating to start writing a research paper by explaining your research’s global significance in the introduction, while it is easy to plot the figures in the results. When plotting the results, there is not much room for wiggle: the results are what they are.

Starting to write a research papers from the results is also more fun because you finally get to see and understand the complete picture of the research that you have worked on.

Most importantly, following the LEAP approach will help you first make sense of the results yourself and then clearly communicate them to the readers. That is because the sequence of writing allows you to slowly understand the meaning of the results and then develop arguments for presenting to your readers.

I have personally been able to write and submit a research article in three short days using this method.

Step 1: Lay Out the Facts

You have worked long hours on a research project that has produced results and are no doubt curious to determine what they exactly mean. There is no better way to do this than by preparing figures, graphics and tables. This is what the first LEAP step is focused on – diving into the results.

How to p repare charts and tables for a research paper

Your first task is to try out different ways of visually demonstrating the research results. In many fields, the central items of a journal paper will be charts that are based on the data generated during research. In other fields, these might be conceptual diagrams, microscopy images, schematics and a number of other types of scientific graphics which should visually communicate the research study and its results to the readers. If you have reasonably small number of data points, data tables might be useful as well.

Tips for preparing charts and tables

• Try multiple chart types but in the finished paper only use the one that best conveys the message you want to present to the readers
• Follow the eight chart design progressions for selecting and refining a data chart for your paper: https://peerrecognized.com/chart-progressions
• Prepare scientific graphics and visualizations for your paper using the scientific graphic design cheat sheet: https://peerrecognized.com/tools-for-creating-scientific-illustrations/

How to describe the results of your research

Now that you have your data charts, graphics and tables laid out in front of you – describe what you see in them. Seek to answer the question: What have I found?  Your statements should progress in a logical sequence and be backed by the visual information. Since, at this point, you are simply explaining what everyone should be able to see for themselves, you can use a declarative tone: The figure X demonstrates that…

Tips for describing the research results :

• Answer the question: “ What have I found? “
• Use declarative tone since you are simply describing observations

Step 2: Explain the results

The core aspect of your research paper is not actually the results; it is the explanation of their meaning. In the second LEAP step, you will do some heavy lifting by guiding the readers through the results using logic backed by previous scientific research.

How to define the Message of a research paper

To define the central message of your research paper, imagine how you would explain your research to a colleague in 20 seconds . If you succeed in effectively communicating your paper’s message, a reader should be able to recount your findings in a similarly concise way even a year after reading it. This clarity will increase the chances that someone uses the knowledge you generated, which in turn raises the likelihood of citations to your research paper. 

Tips for defining the paper’s central message :

• Write the paper’s core message in a single sentence or two bullet points
• Write the core message in the header of the research paper manuscript

How to write the Discussion section of a research paper

In the discussion section you have to demonstrate why your research paper is worthy of publishing. In other words, you must now answer the all-important So what? question . How well you do so will ultimately define the success of your research paper.

Here are three steps to get started with writing the discussion section:

• Write bullet points of the things that convey the central message of the research article (these may evolve into subheadings later on).
• Make a list with the arguments or observations that support each idea.
• Finally, expand on each point to make full sentences and paragraphs.

Tips for writing the discussion section:

• What is the meaning of the results?
• Was the hypothesis confirmed?
• Write bullet points that support the core message
• List logical arguments for each bullet point, group them into sections
• Instead of repeating research timeline, use a presentation sequence that best supports your logic
• Convert arguments to full paragraphs; be confident but do not overhype
• Refer to both supportive and contradicting research papers for maximum credibility

How to write the Conclusions of a research paper

Since some readers might just skim through your research paper and turn directly to the conclusions, it is a good idea to make conclusion a standalone piece. In the first few sentences of the conclusions, briefly summarize the methodology and try to avoid using abbreviations (if you do, explain what they mean).

After this introduction, summarize the findings from the discussion section. Either paragraph style or bullet-point style conclusions can be used. I prefer the bullet-point style because it clearly separates the different conclusions and provides an easy-to-digest overview for the casual browser. It also forces me to be more succinct.

Tips for writing the conclusion section :

• Summarize the key findings, starting with the most important one
• Make conclusions standalone (short summary, avoid abbreviations)
• Add an optional take-home message and suggest future research in the last paragraph

How to refine the Objective of a research paper

The objective is a short, clear statement defining the paper’s research goals. It can be included either in the final paragraph of the introduction, or as a separate subsection after the introduction. Avoid writing long paragraphs with in-depth reasoning, references, and explanation of methodology since these belong in other sections. The paper’s objective can often be written in a single crisp sentence.

Tips for writing the objective section :

• The objective should ask the question that is answered by the central message of the research paper
• The research objective should be clear long before writing a paper. At this point, you are simply refining it to make sure it is addressed in the body of the paper.

How to write the Methodology section of your research paper

When writing the methodology section, aim for a depth of explanation that will allow readers to reproduce the study . This means that if you are using a novel method, you will have to describe it thoroughly. If, on the other hand, you applied a standardized method, or used an approach from another paper, it will be enough to briefly describe it with reference to the detailed original source.

Remember to also detail the research population, mention how you ensured representative sampling, and elaborate on what statistical methods you used to analyze the results.

Tips for writing the methodology section :

• Include enough detail to allow reproducing the research
• Provide references if the methods are known
• Create a methodology flow chart to add clarity
• Describe the research population, sampling methodology, statistical methods for result analysis
• Describe what methodology, test methods, materials, and sample groups were used in the research.

Step 3: Advertize the research

Step 3 of the LEAP writing approach is designed to entice the casual browser into reading your research paper. This advertising can be done with an informative title, an intriguing abstract, as well as a thorough explanation of the underlying need for doing the research within the introduction.

How to write the Introduction of a research paper

The introduction section should leave no doubt in the mind of the reader that what you are doing is important and that this work could push scientific knowledge forward. To do this convincingly, you will need to have a good knowledge of what is state-of-the-art in your field. You also need be able to see the bigger picture in order to demonstrate the potential impacts of your research work.

Think of the introduction as a funnel, going from wide to narrow, as shown in the figure below:

• Start with a brief context to explain what do we already know,
• Follow with the motivation for the research study and explain why should we care about it,
• Explain the research gap you are going to bridge within this research paper,
• Describe the approach you will take to solve the problem.

Tips for writing the introduction section :

• Follow the Context – Motivation – Research gap – Approach funnel for writing the introduction
• Explain how others tried and how you plan to solve the research problem
• Do a thorough literature review before writing the introduction
• Start writing the introduction by using your own words, then add references from the literature

How to prepare the Abstract of a research paper

The abstract acts as your paper’s elevator pitch and is therefore best written only after the main text is finished. In this one short paragraph you must convince someone to take on the time-consuming task of reading your whole research article. So, make the paper easy to read, intriguing, and self-explanatory; avoid jargon and abbreviations.

How to structure the abstract of a research paper:

• The abstract is a single paragraph that follows this structure:
• Problem: why did we research this
• Methodology: typically starts with the words “Here we…” that signal the start of own contribution.
• Results: what we found from the research.
• Conclusions: show why are the findings important

How to compose a research paper Title

The title is the ultimate summary of a research paper. It must therefore entice someone looking for information to click on a link to it and continue reading the article. A title is also used for indexing purposes in scientific databases, so a representative and optimized title will play large role in determining if your research paper appears in search results at all.

Tips for coming up with a research paper title:

• Capture curiosity of potential readers using a clear and descriptive title
• Include broad terms that are often searched
• Add details that uniquely identify the researched subject of your research paper
• Avoid jargon and abbreviations
• Use keywords as title extension (instead of duplicating the words) to increase the chance of appearing in search results

How to prepare Highlights and Graphical Abstract

Highlights are three to five short bullet-point style statements that convey the core findings of the research paper. Notice that the focus is on the findings, not on the process of getting there.

A graphical abstract placed next to the textual abstract visually summarizes the entire research paper in a single, easy-to-follow figure. I show how to create a graphical abstract in my book Research Data Visualization and Scientific Graphics.

Tips for preparing highlights and graphical abstract:

• In highlights show core findings of the research paper (instead of what you did in the study).
• In graphical abstract show take-home message or methodology of the research paper. Learn more about creating a graphical abstract in this article.

Step 4: Prepare for submission

Sometimes it seems that nuclear fusion will stop on the star closest to us (read: the sun will stop to shine) before a submitted manuscript is published in a scientific journal. The publication process routinely takes a long time, and after submitting the manuscript you have very little control over what happens. To increase the chances of a quick publication, you must do your homework before submitting the manuscript. In the fourth LEAP step, you make sure that your research paper is published in the most appropriate journal as quickly and painlessly as possible.

How to select a scientific Journal for your research paper

The best way to find a journal for your research paper is it to review which journals you used while preparing your manuscript. This source listing should provide some assurance that your own research paper, once published, will be among similar articles and, thus, among your field’s trusted sources.

After this initial selection of hand-full of scientific journals, consider the following six parameters for selecting the most appropriate journal for your research paper (read this article to review each step in detail):

• Scope and publishing history
• Ranking and Recognition
• Publishing time
• Acceptance rate
• Content requirements
• Access and Fees

How to select a journal for your research paper:

• Use the six parameters to select the most appropriate scientific journal for your research paper
• Use the following tools for journal selection: https://peerrecognized.com/journals
• Follow the journal’s “Authors guide” formatting requirements

How to Edit you manuscript

No one can write a finished research paper on their first attempt. Before submitting, make sure to take a break from your work for a couple of days, or even weeks. Try not to think about the manuscript during this time. Once it has faded from your memory, it is time to return and edit. The pause will allow you to read the manuscript from a fresh perspective and make edits as necessary.

I have summarized the most useful research paper editing tools in this article.

Tips for editing a research paper:

• Take time away from the research paper to forget about it; then returning to edit,
• Start by editing the content: structure, headings, paragraphs, logic, figures
• Continue by editing the grammar and language; perform a thorough language check using academic writing tools
• Read the entire paper out loud and correct what sounds weird

How to write a compelling Cover Letter for your paper

Begin the cover letter by stating the paper’s title and the type of paper you are submitting (review paper, research paper, short communication). Next, concisely explain why your study was performed, what was done, and what the key findings are. State why the results are important and what impact they might have in the field. Make sure you mention how your approach and findings relate to the scope of the journal in order to show why the article would be of interest to the journal’s readers.

I wrote a separate article that explains what to include in a cover letter here. You can also download a cover letter template from the article.

Tips for writing a cover letter:

• Explain how the findings of your research relate to journal’s scope
• Tell what impact the research results will have
• Show why the research paper will interest the journal’s audience
• Add any legal statements as required in journal’s guide for authors

How to Answer the Reviewers

Reviewers will often ask for new experiments, extended discussion, additional details on the experimental setup, and so forth. In principle, your primary winning tactic will be to agree with the reviewers and follow their suggestions whenever possible. After all, you must earn their blessing in order to get your paper published.

Be sure to answer each review query and stick to the point. In the response to the reviewers document write exactly where in the paper you have made any changes. In the paper itself, highlight the changes using a different color. This way the reviewers are less likely to re-read the entire article and suggest new edits.

In cases when you don’t agree with the reviewers, it makes sense to answer more thoroughly. Reviewers are scientifically minded people and so, with enough logical and supported argument, they will eventually be willing to see things your way.

Tips for answering the reviewers:

• Agree with most review comments, but if you don’t, thoroughly explain why
• Highlight changes in the manuscript
• Do not take the comments personally and cool down before answering

The LEAP research paper writing cheat sheet

Imagine that you are back in grad school and preparing to take an exam on the topic: “How to write a research paper”. As an exemplary student, you would, most naturally, create a cheat sheet summarizing the subject… Well, I did it for you.

This one-page summary of the LEAP research paper writing technique will remind you of the key research paper writing steps. Print it out and stick it to a wall in your office so that you can review it whenever you are writing a new research paper.

Now that we have gone through the four LEAP research paper writing steps, I hope you have a good idea of how to write a research paper. It can be an enjoyable process and once you get the hang of it, the four LEAP writing steps should even help you think about and interpret the research results. This process should enable you to write a well-structured, concise, and compelling research paper.

Have fund with writing your next research paper. I hope it will turn out great!

Learn writing papers that get cited

The LEAP writing approach is a blueprint for writing research papers. But to be efficient and write papers that get cited, you need more than that.

My name is Martins Zaumanis and in my interactive course Research Paper Writing Masterclass I will show you how to  visualize  your research results,  frame a message  that convinces your readers, and write  each section  of the paper. Step-by-step.

And of course – you will learn to respond the infamous  Reviewer No.2.

Hey! My name is Martins Zaumanis and I am a materials scientist in Switzerland ( Google Scholar ). As the first person in my family with a PhD, I have first-hand experience of the challenges starting scientists face in academia. With this blog, I want to help young researchers succeed in academia. I call the blog “Peer Recognized”, because peer recognition is what lifts academic careers and pushes science forward.

Besides this blog, I have written the Peer Recognized book series and created the Peer Recognized Academy offering interactive online courses.

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Parts of a Research Paper

One of the most important aspects of science is ensuring that you get all the parts of the written research paper in the right order.

This article is a part of the guide:

• Outline Examples
• Example of a Paper
• Write a Hypothesis
• Introduction

Browse Full Outline

• 1 Write a Research Paper
• 2 Writing a Paper
• 3.1 Write an Outline
• 3.2 Outline Examples
• 4.1 Thesis Statement
• 4.2 Write a Hypothesis
• 5.2 Abstract
• 5.3 Introduction
• 5.4 Methods
• 5.5 Results
• 5.6 Discussion
• 5.7 Conclusion
• 5.8 Bibliography
• 6.1 Table of Contents
• 6.2 Acknowledgements
• 6.3 Appendix
• 7.1 In Text Citations
• 7.2 Footnotes
• 7.3.1 Floating Blocks
• 7.4 Example of a Paper
• 7.5 Example of a Paper 2
• 7.6.1 Citations
• 7.7.1 Writing Style
• 7.7.2 Citations
• 8.1.1 Sham Peer Review
• 8.1.2 Advantages
• 8.1.3 Disadvantages
• 8.2 Publication Bias
• 8.3.1 Journal Rejection
• 9.1 Article Writing
• 9.2 Ideas for Topics

You may have finished the best research project on earth but, if you do not write an interesting and well laid out paper, then nobody is going to take your findings seriously.

The main thing to remember with any research paper is that it is based on an hourglass structure. It begins with general information and undertaking a literature review , and becomes more specific as you nail down a research problem and hypothesis .

Finally, it again becomes more general as you try to apply your findings to the world at general.

Whilst there are a few differences between the various disciplines, with some fields placing more emphasis on certain parts than others, there is a basic underlying structure.

These steps are the building blocks of constructing a good research paper. This section outline how to lay out the parts of a research paper, including the various experimental methods and designs.

The principles for literature review and essays of all types follow the same basic principles.

Reference List

For many students, writing the introduction is the first part of the process, setting down the direction of the paper and laying out exactly what the research paper is trying to achieve.

For others, the introduction is the last thing written, acting as a quick summary of the paper. As long as you have planned a good structure for the parts of a research paper, both approaches are acceptable and it is a matter of preference.

A good introduction generally consists of three distinct parts:

• You should first give a general presentation of the research problem.
• You should then lay out exactly what you are trying to achieve with this particular research project.
• You should then state your own position.

Ideally, you should try to give each section its own paragraph, but this will vary given the overall length of the paper.

1) General Presentation

Look at the benefits to be gained by the research or why the problem has not been solved yet. Perhaps nobody has thought about it, or maybe previous research threw up some interesting leads that the previous researchers did not follow up.

Another researcher may have uncovered some interesting trends, but did not manage to reach the significance level , due to experimental error or small sample sizes .

2) Purpose of the Paper

The research problem does not have to be a statement, but must at least imply what you are trying to find.

Many writers prefer to place the thesis statement or hypothesis here, which is perfectly acceptable, but most include it in the last sentences of the introduction, to give the reader a fuller picture.

3) A Statement of Intent From the Writer

The idea is that somebody will be able to gain an overall view of the paper without needing to read the whole thing. Literature reviews are time-consuming enough, so give the reader a concise idea of your intention before they commit to wading through pages of background.

In this section, you look to give a context to the research, including any relevant information learned during your literature review. You are also trying to explain why you chose this area of research, attempting to highlight why it is necessary. The second part should state the purpose of the experiment and should include the research problem. The third part should give the reader a quick summary of the form that the parts of the research paper is going to take and should include a condensed version of the discussion.

This should be the easiest part of the paper to write, as it is a run-down of the exact design and methodology used to perform the research. Obviously, the exact methodology varies depending upon the exact field and type of experiment .

There is a big methodological difference between the apparatus based research of the physical sciences and the methods and observation methods of social sciences. However, the key is to ensure that another researcher would be able to replicate the experiment to match yours as closely as possible, but still keeping the section concise.

You can assume that anybody reading your paper is familiar with the basic methods, so try not to explain every last detail. For example, an organic chemist or biochemist will be familiar with chromatography, so you only need to highlight the type of equipment used rather than explaining the whole process in detail.

In the case of a survey , if you have too many questions to cover in the method, you can always include a copy of the questionnaire in the appendix . In this case, make sure that you refer to it.

This is probably the most variable part of any research paper, and depends on the results and aims of the experiment.

For quantitative research , it is a presentation of the numerical results and data, whereas for qualitative research it should be a broader discussion of trends, without going into too much detail.

For research generating a lot of results , then it is better to include tables or graphs of the analyzed data and leave the raw data in the appendix, so that a researcher can follow up and check your calculations.

A commentary is essential to linking the results together, rather than just displaying isolated and unconnected charts and figures.

It can be quite difficult to find a good balance between the results and the discussion section, because some findings, especially in a quantitative or descriptive experiment , will fall into a grey area. Try to avoid repeating yourself too often.

It is best to try to find a middle path, where you give a general overview of the data and then expand on it in the discussion - you should try to keep your own opinions and interpretations out of the results section, saving that for the discussion later on.

This is where you elaborate on your findings, and explain what you found, adding your own personal interpretations.

Ideally, you should link the discussion back to the introduction, addressing each point individually.

It’s important to make sure that every piece of information in your discussion is directly related to the thesis statement , or you risk cluttering your findings. In keeping with the hourglass principle, you can expand on the topic later in the conclusion .

The conclusion is where you build on your discussion and try to relate your findings to other research and to the world at large.

In a short research paper, it may be a paragraph or two, or even a few lines.

In a dissertation, it may well be the most important part of the entire paper - not only does it describe the results and discussion in detail, it emphasizes the importance of the results in the field, and ties it in with the previous research.

Some research papers require a recommendations section, postulating the further directions of the research, as well as highlighting how any flaws affected the results. In this case, you should suggest any improvements that could be made to the research design .

No paper is complete without a reference list , documenting all the sources that you used for your research. This should be laid out according to APA , MLA or other specified format, allowing any interested researcher to follow up on the research.

One habit that is becoming more common, especially with online papers, is to include a reference to your own paper on the final page. Lay this out in MLA, APA and Chicago format, allowing anybody referencing your paper to copy and paste it.

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Home » Research Paper – Structure, Examples and Writing Guide

Research Paper – Structure, Examples and Writing Guide

Table of Contents

Research Paper

Definition:

Research Paper is a written document that presents the author’s original research, analysis, and interpretation of a specific topic or issue.

It is typically based on Empirical Evidence, and may involve qualitative or quantitative research methods, or a combination of both. The purpose of a research paper is to contribute new knowledge or insights to a particular field of study, and to demonstrate the author’s understanding of the existing literature and theories related to the topic.

Structure of Research Paper

The structure of a research paper typically follows a standard format, consisting of several sections that convey specific information about the research study. The following is a detailed explanation of the structure of a research paper:

The title page contains the title of the paper, the name(s) of the author(s), and the affiliation(s) of the author(s). It also includes the date of submission and possibly, the name of the journal or conference where the paper is to be published.

The abstract is a brief summary of the research paper, typically ranging from 100 to 250 words. It should include the research question, the methods used, the key findings, and the implications of the results. The abstract should be written in a concise and clear manner to allow readers to quickly grasp the essence of the research.

Introduction

The introduction section of a research paper provides background information about the research problem, the research question, and the research objectives. It also outlines the significance of the research, the research gap that it aims to fill, and the approach taken to address the research question. Finally, the introduction section ends with a clear statement of the research hypothesis or research question.

Literature Review

The literature review section of a research paper provides an overview of the existing literature on the topic of study. It includes a critical analysis and synthesis of the literature, highlighting the key concepts, themes, and debates. The literature review should also demonstrate the research gap and how the current study seeks to address it.

The methods section of a research paper describes the research design, the sample selection, the data collection and analysis procedures, and the statistical methods used to analyze the data. This section should provide sufficient detail for other researchers to replicate the study.

The results section presents the findings of the research, using tables, graphs, and figures to illustrate the data. The findings should be presented in a clear and concise manner, with reference to the research question and hypothesis.

The discussion section of a research paper interprets the findings and discusses their implications for the research question, the literature review, and the field of study. It should also address the limitations of the study and suggest future research directions.

The conclusion section summarizes the main findings of the study, restates the research question and hypothesis, and provides a final reflection on the significance of the research.

The references section provides a list of all the sources cited in the paper, following a specific citation style such as APA, MLA or Chicago.

How to Write Research Paper

You can write Research Paper by the following guide:

• Choose a Topic: The first step is to select a topic that interests you and is relevant to your field of study. Brainstorm ideas and narrow down to a research question that is specific and researchable.
• Conduct a Literature Review: The literature review helps you identify the gap in the existing research and provides a basis for your research question. It also helps you to develop a theoretical framework and research hypothesis.
• Develop a Thesis Statement : The thesis statement is the main argument of your research paper. It should be clear, concise and specific to your research question.
• Plan your Research: Develop a research plan that outlines the methods, data sources, and data analysis procedures. This will help you to collect and analyze data effectively.
• Collect and Analyze Data: Collect data using various methods such as surveys, interviews, observations, or experiments. Analyze data using statistical tools or other qualitative methods.
• Organize your Paper : Organize your paper into sections such as Introduction, Literature Review, Methods, Results, Discussion, and Conclusion. Ensure that each section is coherent and follows a logical flow.
• Write your Paper : Start by writing the introduction, followed by the literature review, methods, results, discussion, and conclusion. Ensure that your writing is clear, concise, and follows the required formatting and citation styles.
• Edit and Proofread your Paper: Review your paper for grammar and spelling errors, and ensure that it is well-structured and easy to read. Ask someone else to review your paper to get feedback and suggestions for improvement.
• Cite your Sources: Ensure that you properly cite all sources used in your research paper. This is essential for giving credit to the original authors and avoiding plagiarism.

Research Paper Example

Note : The below example research paper is for illustrative purposes only and is not an actual research paper. Actual research papers may have different structures, contents, and formats depending on the field of study, research question, data collection and analysis methods, and other factors. Students should always consult with their professors or supervisors for specific guidelines and expectations for their research papers.

Research Paper Example sample for Students:

Title: The Impact of Social Media on Mental Health among Young Adults

Abstract: This study aims to investigate the impact of social media use on the mental health of young adults. A literature review was conducted to examine the existing research on the topic. A survey was then administered to 200 university students to collect data on their social media use, mental health status, and perceived impact of social media on their mental health. The results showed that social media use is positively associated with depression, anxiety, and stress. The study also found that social comparison, cyberbullying, and FOMO (Fear of Missing Out) are significant predictors of mental health problems among young adults.

Introduction: Social media has become an integral part of modern life, particularly among young adults. While social media has many benefits, including increased communication and social connectivity, it has also been associated with negative outcomes, such as addiction, cyberbullying, and mental health problems. This study aims to investigate the impact of social media use on the mental health of young adults.

Literature Review: The literature review highlights the existing research on the impact of social media use on mental health. The review shows that social media use is associated with depression, anxiety, stress, and other mental health problems. The review also identifies the factors that contribute to the negative impact of social media, including social comparison, cyberbullying, and FOMO.

Methods : A survey was administered to 200 university students to collect data on their social media use, mental health status, and perceived impact of social media on their mental health. The survey included questions on social media use, mental health status (measured using the DASS-21), and perceived impact of social media on their mental health. Data were analyzed using descriptive statistics and regression analysis.

Results : The results showed that social media use is positively associated with depression, anxiety, and stress. The study also found that social comparison, cyberbullying, and FOMO are significant predictors of mental health problems among young adults.

Discussion : The study’s findings suggest that social media use has a negative impact on the mental health of young adults. The study highlights the need for interventions that address the factors contributing to the negative impact of social media, such as social comparison, cyberbullying, and FOMO.

Conclusion : In conclusion, social media use has a significant impact on the mental health of young adults. The study’s findings underscore the need for interventions that promote healthy social media use and address the negative outcomes associated with social media use. Future research can explore the effectiveness of interventions aimed at reducing the negative impact of social media on mental health. Additionally, longitudinal studies can investigate the long-term effects of social media use on mental health.

Limitations : The study has some limitations, including the use of self-report measures and a cross-sectional design. The use of self-report measures may result in biased responses, and a cross-sectional design limits the ability to establish causality.

Implications: The study’s findings have implications for mental health professionals, educators, and policymakers. Mental health professionals can use the findings to develop interventions that address the negative impact of social media use on mental health. Educators can incorporate social media literacy into their curriculum to promote healthy social media use among young adults. Policymakers can use the findings to develop policies that protect young adults from the negative outcomes associated with social media use.

References :

• Twenge, J. M., & Campbell, W. K. (2019). Associations between screen time and lower psychological well-being among children and adolescents: Evidence from a population-based study. Preventive medicine reports, 15, 100918.
• Primack, B. A., Shensa, A., Escobar-Viera, C. G., Barrett, E. L., Sidani, J. E., Colditz, J. B., … & James, A. E. (2017). Use of multiple social media platforms and symptoms of depression and anxiety: A nationally-representative study among US young adults. Computers in Human Behavior, 69, 1-9.
• Van der Meer, T. G., & Verhoeven, J. W. (2017). Social media and its impact on academic performance of students. Journal of Information Technology Education: Research, 16, 383-398.

Appendix : The survey used in this study is provided below.

Social Media and Mental Health Survey

• How often do you use social media per day?
• Less than 30 minutes
• 30 minutes to 1 hour
• 1 to 2 hours
• 2 to 4 hours
• More than 4 hours
• Which social media platforms do you use?
• Others (Please specify)
• How often do you experience the following on social media?
• Social comparison (comparing yourself to others)
• Cyberbullying
• Fear of Missing Out (FOMO)
• Have you ever experienced any of the following mental health problems in the past month?
• Do you think social media use has a positive or negative impact on your mental health?
• Very positive
• Somewhat positive
• Somewhat negative
• Very negative
• In your opinion, which factors contribute to the negative impact of social media on mental health?
• Social comparison
• In your opinion, what interventions could be effective in reducing the negative impact of social media on mental health?
• Education on healthy social media use
• Counseling for mental health problems caused by social media
• Social media detox programs
• Regulation of social media use

Thank you for your participation!

Applications of Research Paper

Research papers have several applications in various fields, including:

• Advancing knowledge: Research papers contribute to the advancement of knowledge by generating new insights, theories, and findings that can inform future research and practice. They help to answer important questions, clarify existing knowledge, and identify areas that require further investigation.
• Informing policy: Research papers can inform policy decisions by providing evidence-based recommendations for policymakers. They can help to identify gaps in current policies, evaluate the effectiveness of interventions, and inform the development of new policies and regulations.
• Improving practice: Research papers can improve practice by providing evidence-based guidance for professionals in various fields, including medicine, education, business, and psychology. They can inform the development of best practices, guidelines, and standards of care that can improve outcomes for individuals and organizations.
• Educating students : Research papers are often used as teaching tools in universities and colleges to educate students about research methods, data analysis, and academic writing. They help students to develop critical thinking skills, research skills, and communication skills that are essential for success in many careers.
• Fostering collaboration: Research papers can foster collaboration among researchers, practitioners, and policymakers by providing a platform for sharing knowledge and ideas. They can facilitate interdisciplinary collaborations and partnerships that can lead to innovative solutions to complex problems.

When to Write Research Paper

Research papers are typically written when a person has completed a research project or when they have conducted a study and have obtained data or findings that they want to share with the academic or professional community. Research papers are usually written in academic settings, such as universities, but they can also be written in professional settings, such as research organizations, government agencies, or private companies.

Here are some common situations where a person might need to write a research paper:

• For academic purposes: Students in universities and colleges are often required to write research papers as part of their coursework, particularly in the social sciences, natural sciences, and humanities. Writing research papers helps students to develop research skills, critical thinking skills, and academic writing skills.
• For publication: Researchers often write research papers to publish their findings in academic journals or to present their work at academic conferences. Publishing research papers is an important way to disseminate research findings to the academic community and to establish oneself as an expert in a particular field.
• To inform policy or practice : Researchers may write research papers to inform policy decisions or to improve practice in various fields. Research findings can be used to inform the development of policies, guidelines, and best practices that can improve outcomes for individuals and organizations.
• To share new insights or ideas: Researchers may write research papers to share new insights or ideas with the academic or professional community. They may present new theories, propose new research methods, or challenge existing paradigms in their field.

Purpose of Research Paper

The purpose of a research paper is to present the results of a study or investigation in a clear, concise, and structured manner. Research papers are written to communicate new knowledge, ideas, or findings to a specific audience, such as researchers, scholars, practitioners, or policymakers. The primary purposes of a research paper are:

• To contribute to the body of knowledge : Research papers aim to add new knowledge or insights to a particular field or discipline. They do this by reporting the results of empirical studies, reviewing and synthesizing existing literature, proposing new theories, or providing new perspectives on a topic.
• To inform or persuade: Research papers are written to inform or persuade the reader about a particular issue, topic, or phenomenon. They present evidence and arguments to support their claims and seek to persuade the reader of the validity of their findings or recommendations.
• To advance the field: Research papers seek to advance the field or discipline by identifying gaps in knowledge, proposing new research questions or approaches, or challenging existing assumptions or paradigms. They aim to contribute to ongoing debates and discussions within a field and to stimulate further research and inquiry.
• To demonstrate research skills: Research papers demonstrate the author’s research skills, including their ability to design and conduct a study, collect and analyze data, and interpret and communicate findings. They also demonstrate the author’s ability to critically evaluate existing literature, synthesize information from multiple sources, and write in a clear and structured manner.

Characteristics of Research Paper

Research papers have several characteristics that distinguish them from other forms of academic or professional writing. Here are some common characteristics of research papers:

• Evidence-based: Research papers are based on empirical evidence, which is collected through rigorous research methods such as experiments, surveys, observations, or interviews. They rely on objective data and facts to support their claims and conclusions.
• Structured and organized: Research papers have a clear and logical structure, with sections such as introduction, literature review, methods, results, discussion, and conclusion. They are organized in a way that helps the reader to follow the argument and understand the findings.
• Formal and objective: Research papers are written in a formal and objective tone, with an emphasis on clarity, precision, and accuracy. They avoid subjective language or personal opinions and instead rely on objective data and analysis to support their arguments.
• Citations and references: Research papers include citations and references to acknowledge the sources of information and ideas used in the paper. They use a specific citation style, such as APA, MLA, or Chicago, to ensure consistency and accuracy.
• Peer-reviewed: Research papers are often peer-reviewed, which means they are evaluated by other experts in the field before they are published. Peer-review ensures that the research is of high quality, meets ethical standards, and contributes to the advancement of knowledge in the field.
• Objective and unbiased: Research papers strive to be objective and unbiased in their presentation of the findings. They avoid personal biases or preconceptions and instead rely on the data and analysis to draw conclusions.

Advantages of Research Paper

Research papers have many advantages, both for the individual researcher and for the broader academic and professional community. Here are some advantages of research papers:

• Contribution to knowledge: Research papers contribute to the body of knowledge in a particular field or discipline. They add new information, insights, and perspectives to existing literature and help advance the understanding of a particular phenomenon or issue.
• Opportunity for intellectual growth: Research papers provide an opportunity for intellectual growth for the researcher. They require critical thinking, problem-solving, and creativity, which can help develop the researcher’s skills and knowledge.
• Career advancement: Research papers can help advance the researcher’s career by demonstrating their expertise and contributions to the field. They can also lead to new research opportunities, collaborations, and funding.
• Academic recognition: Research papers can lead to academic recognition in the form of awards, grants, or invitations to speak at conferences or events. They can also contribute to the researcher’s reputation and standing in the field.
• Impact on policy and practice: Research papers can have a significant impact on policy and practice. They can inform policy decisions, guide practice, and lead to changes in laws, regulations, or procedures.
• Advancement of society: Research papers can contribute to the advancement of society by addressing important issues, identifying solutions to problems, and promoting social justice and equality.

Limitations of Research Paper

Research papers also have some limitations that should be considered when interpreting their findings or implications. Here are some common limitations of research papers:

• Limited generalizability: Research findings may not be generalizable to other populations, settings, or contexts. Studies often use specific samples or conditions that may not reflect the broader population or real-world situations.
• Potential for bias : Research papers may be biased due to factors such as sample selection, measurement errors, or researcher biases. It is important to evaluate the quality of the research design and methods used to ensure that the findings are valid and reliable.
• Ethical concerns: Research papers may raise ethical concerns, such as the use of vulnerable populations or invasive procedures. Researchers must adhere to ethical guidelines and obtain informed consent from participants to ensure that the research is conducted in a responsible and respectful manner.
• Limitations of methodology: Research papers may be limited by the methodology used to collect and analyze data. For example, certain research methods may not capture the complexity or nuance of a particular phenomenon, or may not be appropriate for certain research questions.
• Publication bias: Research papers may be subject to publication bias, where positive or significant findings are more likely to be published than negative or non-significant findings. This can skew the overall findings of a particular area of research.
• Time and resource constraints: Research papers may be limited by time and resource constraints, which can affect the quality and scope of the research. Researchers may not have access to certain data or resources, or may be unable to conduct long-term studies due to practical limitations.

About the author

Muhammad Hassan

Researcher, Academic Writer, Web developer

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Writing Research Papers

• Research Paper Structure

Whether you are writing a B.S. Degree Research Paper or completing a research report for a Psychology course, it is highly likely that you will need to organize your research paper in accordance with American Psychological Association (APA) guidelines.  Here we discuss the structure of research papers according to APA style.

Major Sections of a Research Paper in APA Style

A complete research paper in APA style that is reporting on experimental research will typically contain a Title page, Abstract, Introduction, Methods, Results, Discussion, and References sections. 1  Many will also contain Figures and Tables and some will have an Appendix or Appendices.  These sections are detailed as follows (for a more in-depth guide, please refer to " How to Write a Research Paper in APA Style ”, a comprehensive guide developed by Prof. Emma Geller). 2

What is this paper called and who wrote it? – the first page of the paper; this includes the name of the paper, a “running head”, authors, and institutional affiliation of the authors.  The institutional affiliation is usually listed in an Author Note that is placed towards the bottom of the title page.  In some cases, the Author Note also contains an acknowledgment of any funding support and of any individuals that assisted with the research project.

One-paragraph summary of the entire study – typically no more than 250 words in length (and in many cases it is well shorter than that), the Abstract provides an overview of the study.

Introduction

What is the topic and why is it worth studying? – the first major section of text in the paper, the Introduction commonly describes the topic under investigation, summarizes or discusses relevant prior research (for related details, please see the Writing Literature Reviews section of this website), identifies unresolved issues that the current research will address, and provides an overview of the research that is to be described in greater detail in the sections to follow.

What did you do? – a section which details how the research was performed.  It typically features a description of the participants/subjects that were involved, the study design, the materials that were used, and the study procedure.  If there were multiple experiments, then each experiment may require a separate Methods section.  A rule of thumb is that the Methods section should be sufficiently detailed for another researcher to duplicate your research.

What did you find? – a section which describes the data that was collected and the results of any statistical tests that were performed.  It may also be prefaced by a description of the analysis procedure that was used. If there were multiple experiments, then each experiment may require a separate Results section.

What is the significance of your results? – the final major section of text in the paper.  The Discussion commonly features a summary of the results that were obtained in the study, describes how those results address the topic under investigation and/or the issues that the research was designed to address, and may expand upon the implications of those findings.  Limitations and directions for future research are also commonly addressed.

List of articles and any books cited – an alphabetized list of the sources that are cited in the paper (by last name of the first author of each source).  Each reference should follow specific APA guidelines regarding author names, dates, article titles, journal titles, journal volume numbers, page numbers, book publishers, publisher locations, websites, and so on (for more information, please see the Citing References in APA Style page of this website).

Tables and Figures

Graphs and data (optional in some cases) – depending on the type of research being performed, there may be Tables and/or Figures (however, in some cases, there may be neither).  In APA style, each Table and each Figure is placed on a separate page and all Tables and Figures are included after the References.   Tables are included first, followed by Figures.   However, for some journals and undergraduate research papers (such as the B.S. Research Paper or Honors Thesis), Tables and Figures may be embedded in the text (depending on the instructor’s or editor’s policies; for more details, see "Deviations from APA Style" below).

Supplementary information (optional) – in some cases, additional information that is not critical to understanding the research paper, such as a list of experiment stimuli, details of a secondary analysis, or programming code, is provided.  This is often placed in an Appendix.

Variations of Research Papers in APA Style

Although the major sections described above are common to most research papers written in APA style, there are variations on that pattern.  These variations include: 

• Literature reviews – when a paper is reviewing prior published research and not presenting new empirical research itself (such as in a review article, and particularly a qualitative review), then the authors may forgo any Methods and Results sections. Instead, there is a different structure such as an Introduction section followed by sections for each of the different aspects of the body of research being reviewed, and then perhaps a Discussion section. 
• Multi-experiment papers – when there are multiple experiments, it is common to follow the Introduction with an Experiment 1 section, itself containing Methods, Results, and Discussion subsections. Then there is an Experiment 2 section with a similar structure, an Experiment 3 section with a similar structure, and so on until all experiments are covered.  Towards the end of the paper there is a General Discussion section followed by References.  Additionally, in multi-experiment papers, it is common for the Results and Discussion subsections for individual experiments to be combined into single “Results and Discussion” sections.

Departures from APA Style

In some cases, official APA style might not be followed (however, be sure to check with your editor, instructor, or other sources before deviating from standards of the Publication Manual of the American Psychological Association).  Such deviations may include:

• Placement of Tables and Figures  – in some cases, to make reading through the paper easier, Tables and/or Figures are embedded in the text (for example, having a bar graph placed in the relevant Results section). The embedding of Tables and/or Figures in the text is one of the most common deviations from APA style (and is commonly allowed in B.S. Degree Research Papers and Honors Theses; however you should check with your instructor, supervisor, or editor first). 
• Incomplete research – sometimes a B.S. Degree Research Paper in this department is written about research that is currently being planned or is in progress. In those circumstances, sometimes only an Introduction and Methods section, followed by References, is included (that is, in cases where the research itself has not formally begun).  In other cases, preliminary results are presented and noted as such in the Results section (such as in cases where the study is underway but not complete), and the Discussion section includes caveats about the in-progress nature of the research.  Again, you should check with your instructor, supervisor, or editor first.
• Class assignments – in some classes in this department, an assignment must be written in APA style but is not exactly a traditional research paper (for instance, a student asked to write about an article that they read, and to write that report in APA style). In that case, the structure of the paper might approximate the typical sections of a research paper in APA style, but not entirely.  You should check with your instructor for further guidelines.

Workshops and Downloadable Resources

• For in-person discussion of the process of writing research papers, please consider attending this department’s “Writing Research Papers” workshop (for dates and times, please check the undergraduate workshops calendar).

Downloadable Resources

• How to Write APA Style Research Papers (a comprehensive guide) [ PDF ]
• Tips for Writing APA Style Research Papers (a brief summary) [ PDF ]
• Example APA Style Research Paper (for B.S. Degree – empirical research) [ PDF ]
• Example APA Style Research Paper (for B.S. Degree – literature review) [ PDF ]

Further Resources

How-To Videos     

• Writing Research Paper Videos

APA Journal Article Reporting Guidelines

• Appelbaum, M., Cooper, H., Kline, R. B., Mayo-Wilson, E., Nezu, A. M., & Rao, S. M. (2018). Journal article reporting standards for quantitative research in psychology: The APA Publications and Communications Board task force report . American Psychologist , 73 (1), 3.
• Levitt, H. M., Bamberg, M., Creswell, J. W., Frost, D. M., Josselson, R., & Suárez-Orozco, C. (2018). Journal article reporting standards for qualitative primary, qualitative meta-analytic, and mixed methods research in psychology: The APA Publications and Communications Board task force report . American Psychologist , 73 (1), 26.  

External Resources

• Formatting APA Style Papers in Microsoft Word
• How to Write an APA Style Research Paper from Hamilton University
• WikiHow Guide to Writing APA Research Papers
• Sample APA Formatted Paper with Comments
• Sample APA Formatted Paper
• Tips for Writing a Paper in APA Style

1 VandenBos, G. R. (Ed). (2010). Publication manual of the American Psychological Association (6th ed.) (pp. 41-60).  Washington, DC: American Psychological Association.

2 geller, e. (2018).  how to write an apa-style research report . [instructional materials]. , prepared by s. c. pan for ucsd psychology.

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Research Paper Structure: A Comprehensive Guide

Table of Contents

Writing a research paper is a daunting task, but understanding its structure can make the process more manageable and lead to a well-organized, coherent paper. This article provides a step-by-step approach to crafting a research paper, ensuring your work is not only informative but also structured for maximum impact.

Introduction

In any form of written communication, content structure plays a vital role in facilitating understanding. A well-structured research paper provides a framework that guides readers through the content, ensuring they grasp the main points efficiently. Without a clear structure, readers may become lost or confused, leading to a loss of interest and a failure to comprehend the intended message.

When it comes to research papers, structure is particularly important due to the complexity of the subject matter. Research papers often involve presenting and analyzing large amounts of data, theories, and arguments. Without a well-defined structure, readers may struggle to navigate through this information overload, resulting in a fragmented understanding of the topic.

How Structure Enhances Clarity and Coherence

A well-structured research paper not only helps readers follow the flow of ideas but also enhances the clarity and coherence of the content. By organizing information into sections, paragraphs, and sentences, researchers can present their thoughts logically and systematically. This logical organization allows readers to easily connect ideas, resulting in a more coherent and engaging reading experience.

One way in which structure enhances clarity is by providing a clear roadmap for readers to follow. By dividing the research paper into sections and subsections, researchers can guide readers through the different aspects of the topic. This allows readers to anticipate the flow of information and mentally prepare themselves for the upcoming content.

In addition, a well-structured research paper ensures that each paragraph serves a specific purpose and contributes to the overall argument or analysis. By clearly defining the main idea of each paragraph and providing supporting evidence or examples, researchers can avoid confusion and ensure that their points are effectively communicated.

Moreover, a structured research paper helps researchers maintain a consistent focus throughout their writing. By organizing their thoughts and ideas, researchers can ensure that they stay on track and avoid going off on tangents. This not only improves the clarity of the paper but also helps maintain the reader's interest and engagement.

Components of a Research Paper Structure

Title and abstract: the initial impression.

The title and abstract are the first elements readers encounter when accessing a research paper. The title should be concise, informative, and capture the essence of the study. For example, a title like "Exploring the Impact of Climate Change on Biodiversity in Tropical Rainforests" immediately conveys the subject matter and scope of the research. The abstract, on the other hand, provides a brief overview of the research problem, methodology, and findings, enticing readers to delve further into the paper. In a well-crafted abstract, researchers may highlight key results or implications of the study, giving readers a glimpse into the value of the research.

Introduction: Setting the Stage

The introduction serves as an invitation for readers to engage with the research paper. It should provide background information on the topic, highlight the research problem, and present the research question or thesis statement. By establishing the context and relevance of the study, the introduction piques readers' interest and prepares them for the content to follow. For instance, in a study on the impact of social media on mental health, the introduction may discuss the rise of social media platforms and the growing concerns about its effects on individuals' well-being. This contextual information helps readers understand the significance of the research and why it is worth exploring further.

Furthermore, the introduction may also outline the objectives of the study, stating what the researchers aim to achieve through their research. This helps readers understand the purpose and scope of the study, setting clear expectations for what they can expect to learn from the paper.

Literature Review: Building the Foundation

The literature review is a critical component of a research paper, as it demonstrates the researcher's understanding of existing knowledge and provides a foundation for the study. It involves reviewing and analyzing relevant scholarly articles, books, and other sources to identify gaps in research and establish the need for the current study. In a comprehensive literature review, researchers may summarize key findings from previous studies, identify areas of disagreement or controversy, and highlight the limitations of existing research.

Moreover, the literature review may also discuss theoretical frameworks or conceptual models that have been used in previous studies. By examining these frameworks, researchers can identify the theoretical underpinnings of their study and explain how their research fits within the broader academic discourse. This not only adds depth to the research paper but also helps readers understand the theoretical context in which the study is situated.

Methodology: Detailing the Process

The research design, data collection methods, and analysis techniques used in the study are described in the methodology section. It should be presented clearly and concisely, allowing readers to understand how the research was conducted and evaluated. A well-described methodology ensures the study's reliability and allows other researchers to replicate or build upon the findings.

Within the methodology section, researchers may provide a detailed description of the study population or sample, explaining how participants were selected and why they were chosen. This helps readers understand the generalizability of the findings and the extent to which they can be applied to a broader population.

In addition, researchers may also discuss any ethical considerations that were taken into account during the study. This could include obtaining informed consent from participants, ensuring confidentiality and anonymity, and following ethical guidelines set by relevant professional organizations. By addressing these ethical concerns, researchers demonstrate their commitment to conducting research in an ethical and responsible manner.

Results: Presenting the Findings

The results section represents the study findings. Researchers should organize their results in a logical manner, using tables, graphs, and descriptive statistics to support their conclusions. The results should be presented objectively, without interpretation or analysis. For instance, for a study on the effectiveness of a new drug in treating a specific medical condition, researchers may present the percentage of patients who experienced positive outcomes, along with any statistical significance associated with the results.

In addition to presenting the main findings, researchers may also include supplementary data or sub-analyses that provide further insights into the research question. This could include subgroup analyses, sensitivity analyses, or additional statistical tests that help explore the robustness of the findings.

Discussion: Interpreting the Results

In the discussion section, researchers analyze and interpret the results in light of the research question or thesis statement. This is an opportunity to explore the implications of the findings, compare them with existing literature, and offer insights into the broader significance of the study. The discussion should be supported by evidence and it is advised to avoid speculation.

Researchers may also discuss the limitations of their study, acknowledging any potential biases or confounding factors that may have influenced the results. By openly addressing these limitations, researchers demonstrate their commitment to transparency and scientific rigor.

Conclusion: Wrapping It Up

The conclusion provides a concise summary of the research paper, restating the main findings and their implications. It should also reflect on the significance of the study and suggest potential avenues for future research. A well-written conclusion leaves a lasting impression on readers, highlighting the importance of the research and its potential impact. By summarizing the key takeaways from the study, researchers ensure that readers walk away with a clear understanding of the research's contribution to the field.

Tips for Organizing Your Research Paper

Starting with a strong thesis statement.

A strong and clear thesis statement serves as the backbone of your research paper. It provides focus and direction, guiding the organization of ideas and arguments throughout the paper. Take the time to craft a well-defined thesis statement that encapsulates the core message of your research.

Creating an Outline: The Blueprint of Your Paper

An outline acts as a blueprint for your research paper, ensuring a logical flow of ideas and preventing disorganization. Divide your paper into sections and subsections, noting the main points and supporting arguments for each. This will help you maintain coherence and clarity throughout the writing process.

Balancing Depth and Breadth in Your Paper

When organizing your research paper, strike a balance between delving deeply into specific points and providing a broader overview. While depth is important for thorough analysis, too much detail can overwhelm readers. Consider your target audience and their level of familiarity with the topic to determine the appropriate level of depth and breadth for your paper.

By understanding the importance of research paper structure and implementing effective organizational strategies, researchers can ensure their work is accessible, engaging, and influential. A well-structured research paper not only communicates ideas clearly but also enhances the overall impact of the study. With careful planning and attention to detail, researchers can master the art of structuring their research papers, making them a valuable contribution to their field of study.

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8 Key Elements of a Research Paper Structure + Free Template (2024)

Table of contents

Brinda Gulati

Welcome to the twilight zone of research writing. You’ve got your thesis statement and research evidence, and before you write the first draft, you need a wireframe — a structure on which your research paper can stand tall. 

When you’re looking to share your research with the wider scientific community, your discoveries and breakthroughs are important, yes. But what’s more important is that you’re able to communicate your research in an accessible format. For this, you need to publish your paper in journals. And to have your research published in a journal, you need to know how to structure a research paper.

Here, you’ll find a template of a research paper structure, a section-by-section breakdown of the eight structural elements, and actionable insights from three published researchers.

Let’s begin!

Why is the Structure of a Research Paper Important?

A research paper built on a solid structure is the literary equivalent of calcium supplements for weak bones.

Richard Smith of BMJ says, “...no amount of clever language can compensate for a weak structure."

There’s space for your voice and creativity in your research, but without a structure, your paper is as good as a beached whale — stranded and bloated.

A well-structured research paper:

• Communicates your credibility as a student scholar in the wider academic community.
• Facilitates accessibility for readers who may not be in your field but are interested in your research.
• Promotes clear communication between disciplines, thereby eliminating “concept transfer” as a rate-limiting step in scientific cross-pollination.
• Increases your chances of getting published!

Research Paper Structure Template

Why Was My Research Paper Rejected?

A desk rejection hurts — sometimes more than stubbing your pinky toe against a table.

Oftentimes, journals will reject your research paper before sending it off for peer review if the architecture of your manuscript is shoddy. 

The JAMA Internal Medicine , for example, rejected 78% of the manuscripts it received in 2017 without review. Among the top 10 reasons? Poor presentation and poor English . (We’ve got fixes for both here, don’t you worry.)

5 Common Mistakes in a Research Paper Structure

• Choppy transitions : Missing or abrupt transitions between sections disrupt the flow of your paper. Read our guide on transition words here. 
• Long headings : Long headings can take away from your main points. Be concise and informative, using parallel structure throughout.
• Disjointed thoughts : Make sure your paragraphs flow logically from one another and support your central point.
• Misformatting : An inconsistent or incorrect layout can make your paper look unprofessional and hard to read. For font, spacing, margins, and section headings, strictly follow your target journal's guidelines.
• Disordered floating elements : Ill-placed and unlabeled tables, figures, and appendices can disrupt your paper's structure. Label, caption, and reference all floating elements in the main text.

What Is the Structure of a Research Paper? 

The structure of a research paper closely resembles the shape of a diamond flowing from the general ➞ specific ➞ general. 

We’ll follow the IMRaD ( I ntroduction , M ethods , R esults , and D iscussion) format within the overarching “context-content-conclusion” approach:

➞ The context sets the stage for the paper where you tell your readers, “This is what we already know, and here’s why my research matters.”

➞ The content is the meat of the paper where you present your methods, results, and discussion. This is the IMRad (Introduction, Methods, Results, and Discussion) format — the most popular way to organize the body of a research paper. 

➞ The conclusion is where you bring it home — “Here’s what we’ve learned, and here’s where it plays out in the grand scheme of things.”

Now, let’s see what this means section by section.

1. Research Paper Title

A research paper title is read first, and read the most. 

The title serves two purposes: informing readers and attracting attention . Therefore, your research paper title should be clear, descriptive, and concise . If you can, avoid technical jargon and abbreviations. Your goal is to get as many readers as possible.

In fact, research articles with shorter titles describing the results are cited more often . 

An impactful title is usually 10 words long, plus or minus three words. 

For example:

• "Mortality in Puerto Rico after Hurricane Maria" (word count = 7)
• “A Review of Practical Techniques For the Diagnosis of Malaria” (word count = 10)

2. Research Paper Abstract

In an abstract, you have to answer the two whats :

• What has been done?
• What are the main findings?

The abstract is the elevator pitch for your research. Is your paper worth reading? Convince the reader here. 

✏️ NOTE : According to different journals’ guidelines, sometimes the title page and abstract section are on the same page. 

An abstract ranges from 200-300 words and doubles down on the relevance and significance of your research. Succinctly.  

This is your chance to make a second first impression. 

If you’re stuck with a blob of text and can’t seem to cut it down, a smart AI elf like Wordtune can help you write a concise abstract! The AI research assistant also offers suggestions for improved clarity and grammar so your elevator pitch doesn’t fall by the wayside. 

Get Wordtune for free > Get Wordtune for free >

3. Introduction Section

What does it do.

Asks the central research question.

Pre-Writing Questions For the Introduction Section

The introduction section of your research paper explains the scope, context, and importance of your project. 

I talked to Swagatama Mukherjee , a published researcher and graduate student in Neuro-Oncology studying Glioblastoma Progression. For the Introduction, she says, focus on answering three key questions:

• What isn’t known in the field? 
• How is that knowledge gap holding us back?
• How does your research focus on answering this problem?

When Should You Write It?

Write it last. As you go along filling in the body of your research paper, you may find that the writing is evolving in a different direction than when you first started. 

Organizing the Introduction

Visualize the introduction as an upside-down triangle when considering the overall outline of this section. You'll need to give a broad introduction to the topic, provide background information, and then narrow it down to specific research. Finally, you'll need a focused research question, hypothesis, or thesis statement. The move is from general ➞ specific.

✨️ BONUS TIP: Use the famous CARS model by John Swales to nail this upside-down triangle. 

4. methods section.

Describes what was done to answer the research question, and how.

Write it first . Just list everything you’ve done, and go from there. How did you assign participants into groups? What kind of questionnaires have you used? How did you analyze your data? 

Write as if the reader were following an instruction manual on how to duplicate your research methodology to the letter. 

Organizing the Methods Section

Here, you’re telling the story of your research. 

Write in as much detail as possible, and in the chronological order of the experiments. Follow the order of the results, so your readers can track the gradual development of your research. Use headings and subheadings to visually format the section.

This skeleton isn’t set in stone. The exact headings will be determined by your field of study and the journal you’re submitting to. 

✨️ BONUS TIP : Drowning in research? Ask Wordtune to summarize your PDFs for you!

5. results section .

Reports the findings of your study in connection to your research question.

Write the section only after you've written a draft of your Methods section, and before the Discussion.

This section is the star of your research paper. But don't get carried away just yet. Focus on factual, unbiased information only. Tell the reader how you're going to change the world in the next section. The Results section is strictly a no-opinions zone.

How To Organize Your Results 

A tried-and-true structure for presenting your findings is to outline your results based on the research questions outlined in the figures.

Whenever you address a research question, include the data that directly relates to that question.

What does this mean? Let’s look at an example:

Here's a sample research question:

How does the use of social media affect the academic performance of college students?

Make a statement based on the data:

College students who spent more than 3 hours per day on social media had significantly lower GPAs compared to those who spent less than 1 hour per day (M=2.8 vs. M=3.4; see Fig. 2).

You can elaborate on this finding with secondary information:

The negative impact of social media use on academic performance was more pronounced among freshmen and sophomores compared to juniors and seniors ((F>25), (S>20), (J>15), and (Sr>10); see Fig. 4).

Finally, caption your figures in the same way — use the data and your research question to construct contextual phrases. The phrases should give your readers a framework for understanding the data: 

Figure 4. Percentage of college students reporting a negative impact of social media on academic performance, by year in school.

Dos and Don’ts For The Results Section

✔️ Related : How to Write a Research Paper (+ Free AI Research Paper Writer)

6. discussion section.

Explains the importance and implications of your findings, both in your specific area of research, as well as in a broader context. 

Pre-Writing Questions For the Discussion Section

• What is the relationship between these results and the original question in the Introduction section?
• How do your results compare with those of previous research? Are they supportive, extending, or contradictory to existing knowledge?
• What is the potential impact of your findings on theory, practice, or policy in your field?
• Are there any strengths or weaknesses in your study design, methods, or analysis? Can these factors affect how you interpret your results?
• Based on your findings, what are the next steps or directions for research? Have you got any new questions or hypotheses?

Before the Introduction section, and after the Results section. 

Based on the pre-writing questions, five main elements can help you structure your Discussion section paragraph by paragraph:

• Summary : Restate your research question/problem and summarize your major findings.
• Interpretations : Identify patterns, contextualize your findings, explain unexpected results, and discuss if and how your results satisfied your hypotheses.
• Implications: Explore if your findings challenge or support existing research, share new insights, and discuss the consequences in theory or practice.
• Limitations : Acknowledge what your results couldn’t achieve because of research design or methodological choices.
• Recommendations : Give concrete ideas about how further research can be conducted to explore new avenues in your field of study. 

Dos and Don’ts For the Discussion Section

Aritra Chatterjee , a licensed clinical psychologist and published mental health researcher, advises, “If your findings are not what you expected, disclose this honestly. That’s what good research is about.”

7. Acknowledgments

Expresses gratitude to mentors, colleagues, and funding sources who’ve helped your research.

Write this section after all the parts of IMRaD are done to reflect on your research journey without getting distracted midway. 

After a lot of scientific writing, you might get stumped trying to write a few lines to say thanks. Don’t let this be the reason for a late or no-submission.

Wordtune can make a rough draft for you. 

All you then have to do is edit the AI-generated content to suit your voice, and replace any text placeholders as needed:

8. References

Lists all the works/sources used in your research with proper citations. 

The two most important aspects of referencing are: 

• Following the correct format; and 
• Properly citing the sources. 

Keep a working document of the works you’ve referenced as you go along, but leave the finishing touches for last after you’ve completed the body of your research paper — the IMRaD.

Tips For Writing the References Section

The error rate of references in several scientific disciplines is 25%-54% . 

Don’t want to be a part of this statistic? We got you.

• Choose quality over quantity : While it's tempting to pad your bibliography to seem more scholarly, this is a rookie mistake.   Samantha Summers , a museum professional based in Canada, is a published researcher in Medieval History and Critical Philanthropy studies. According to her, “Adding in a citation just to lengthen your bibliography and without engaging deeply with the cited work doesn’t make for good writing.” We ought to listen to her advice — she has three Master’s degrees to her name for a reason. 
• Select the correct referencing guide : Always cross-check with your chosen journal’s or institution’s preference for either Harvard, MLA, APA, Chicago, or IEEE. 
• Include recent studies and research : Aim to cite academically ripe sources — not overripe. Research from the past half-decade or so is ideal, whereas studies from the 80s or 90s run a higher risk of being stale. 
• Use a reliable reference manager software : Swagatama recommends several free resources that have helped her get her research organized and published — Zotero and Mendeley are top contenders, followed by EndNote . 

By the end, your References section will look something like this:

Ready, Get, Set, Publish!

Dust yourself off, we've made it out of the twilight zone. You’ve now got the diamond of the structure of a research paper — the IMRaD format within the “context-content-conclusion” model. 

Keep this structure handy as you fill in the bones of your research paper. And if you’re stuck staring at a blinking cursor, fresh out of brain juice? 

An AI-powered writing assistant like Wordtune can help you polish your diamond, craft great abstracts, and speed through drafts! 

You've got this.

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Apr 26, 2024

Everything You Need to Know about the Parts of a Research Paper

Not sure where to start with your research paper or how all the parts fit together? Don't worry! From crafting a compelling title page to compiling your references, we'll demystify each section of a research paper.

Learn how to write an attention-grabbing abstract, construct a powerful introduction, and confidently present your results and discussion. With this guide, you'll gain the tools to assemble a polished and impactful piece of work.

What Are Research Papers?

A research paper is a piece of academic writing that presents an original argument or analysis based on independent, in-depth investigation into a specific topic.

Key Characteristics:

Evidence-Driven: Research papers rely on data, analysis, and interpretation of credible sources.

Focused Argument: They develop a clear thesis that is defended with logical reasoning and evidence.

Structured: Research papers follow specific organizational formats and citation styles.

Contribution to Knowledge: They aim to add something new to the existing body of knowledge within a field.

Types of Research Papers

Research papers come in various forms across academic disciplines:

Argumentative Papers : Present a compelling claim and utilize evidence to persuade readers.

Analytical Papers : Break down complex subjects, ideas, or texts, examining their components and implications.

Empirical Studies: Involve collecting and analyzing original data (through experiments, surveys, etc.) to answer specific research questions.

Literature Reviews: Synthesize existing research on a topic, highlighting key findings, debates, and areas for future exploration.

And More! Depending on the field, you may encounter case studies, reports, theoretical proposals, etc.

Defining Research Papers

Here's how research papers stand apart from other forms of writing:

Originality vs. Summary: While essays might recap existing knowledge, research papers offer new insights, arguments, or data.

Depth of Inquiry: Research papers delve deeper, going beyond basic definitions or summaries into a systematic investigation.

Scholarly Audience: Research papers are often written with a specialized academic audience in mind, employing discipline-specific language and conventions.

Important Note: The specific requirements of research papers can vary depending on the subject area, level of study (undergraduate vs. graduate), and the instructor's instructions.

Importance of Research Paper Structure

Think of structure as the backbone of your research paper. Here's why it matters for academic success:

Clarity for the Reader: A logical structure guides the reader through your research journey. They understand your thought process, easily follow your arguments, and grasp the significance of your findings.

Author's Roadmap: Structure serves as your blueprint. It helps you maintain focus, ensures you address all essential elements, and prevents you from veering off-topic.

Enhanced Persuasion: A well-structured paper builds a convincing case. Your ideas flow logically, evidence supports your claims, and your conclusion feels grounded and impactful.

Demonstration of Competence: A clear structure signals to your instructor or peers that you have a thorough understanding of research practices and scholarly writing conventions.

Is a Structured Approach Critical for the Success of Research Papers?

Yes! It's difficult to overstate the importance of structure. Here's why:

Lost in Chaos: Rambling or disorganized papers leave the reader confused and frustrated. Even the most insightful findings risk being overlooked if presented poorly.

Missed Components: Without structure, you might forget to include critical aspects, like a clear methodology section or a thorough literature review, weakening your research.

Hindered Peer Review: Reviewers rely on a standard structure to quickly assess the research's merits. A deviation can make their job harder and might negatively affect how your work is evaluated.

Benefits of a Clear Structure

Enhanced Understanding: Readers can easily follow your chain of reasoning, grasp the connection between your evidence and claims, and critically evaluate your findings.

Efficient Peer Review: A standard structure makes peer review more efficient and focused. Reviewers can easily identify strong points, areas for improvement, and contributions to the field.

Streamlined Writing: Having a structure offers clarity and direction, preventing you from getting stuck mid-flow or overlooking important elements.

Variations of Research Papers

Here's a breakdown of some common types of research papers:

Analytical Papers

Focus: Dissect a complex subject, text, or phenomenon to understand its parts, implications, or underlying meanings.

Structure: Emphasizes a clear thesis statement, systematic analysis, and in-depth exploration of different perspectives.

Example: Examining the symbolism in a literary work or analyzing the economic impact of a policy change.

Argumentative Papers

Focus: Present and defend a specific claim using evidence and logical reasoning.

Structure: Emphasizes a well-defined thesis, persuasive examples, and the anticipation and refutation of counterarguments.

Example: Arguing for the superiority of a particular scientific theory or advocating for a specific social policy.

Experimental Studies (Empirical Research)

Focus: Collect and analyze original data through a designed experiment or methodology.

Structure: Follows scientific practices, including hypothesis, methods, results, discussion, and acknowledgment of limitations.

Example: Measuring the effects of a new drug or conducting psychological experiments on behavior patterns.

Survey-Based Research

Focus: Gather information from a sample population through surveys, questionnaires, or interviews.

Structure: Emphasizes sampling methods, data collection tools, statistical analysis, and cautious interpretation of results.

Example: Investigating public opinion on a political issue or studying consumer preferences for a product.

Do All Research Papers Fit Into Standard Categories?

No. Research is fluid and dynamic. Here's why categorization can get tricky:

Hybrids Exist: Many papers mix elements. An analytical paper might also incorporate arguments to strengthen its interpretation, or an experimental paper might include a review of existing literature to contextualize its findings.

Disciplinary Differences: Fields have specific conventions. A research paper in history differs vastly in style and structure from one in biology.

Innovation: Researchers sometimes develop new structures or methodologies best suited to their unique research questions.

Comparing Research Paper Types

Each type prioritizes different aspects of the research process:

An abstract is like a snapshot of your entire paper, providing a brief but informative overview of your research. It's often the first (and sometimes the only) section readers will engage with.

Key Functions: An effective abstract should:

Briefly state the research problem or topic

Outline your methods (briefly)

Summarize the main findings or results

Highlight the significance or implications of your work

Writing a Compelling Abstract

Here are some guidelines to make your abstract shine:

Concise and Clear: Aim for around 150-250 words. Use direct language and avoid unnecessary jargon.

Structured Approach: Even in its brevity, follow a logical flow (problem, methods, results, significance).

Keywords: Include keywords that accurately describe your research, aiding in discoverability within databases.

Self-Contained: The abstract should make sense on its own, without needing the reader to have read the full paper.

Engaging: While focused, pique the reader's interest and make them want to explore your research further.

Write it Last: Often, it's easiest to write your abstract once the rest of your paper is complete, as you can then distill the most essential elements.

Get Feedback: Ask a peer or instructor to read your abstract to ensure it's clear and accurately represents your research.

Introduction

Think of your introduction as the welcome mat for your research. Here's what it should accomplish:

Establish Context: Provide background information relevant to your specific research question. Orient the reader to the broader field or current debates surrounding the topic.

Define the Problem: Clearly outline the gap in knowledge, issue, or question your research aims to address.

State the Hypothesis: Concisely declare your research hypothesis or thesis statement – the central claim you aim to prove.

Significance: Briefly explain why your research matters. What potential contributions or implications does it hold?

Is the Introduction More Important Than Other Sections?

No. While the introduction plays a big role in initially capturing your reader's attention and setting the stage, it is just one piece of the puzzle. Here's why all sections matter:

Methodology Matters: A sound methodology section is essential for establishing the credibility of your findings. Readers need to trust your process.

Results are Key: The results section presents your hard-earned data. Without it, your research doesn't have a foundation to support your claims.

Discussion is Vital: Here's where you interpret your results, connect them back to your hypothesis, and explore the broader implications of your work.

Conclusion is the Culmination: Your conclusion reinforces your key findings, acknowledges limitations, and leaves the reader with a lasting understanding of your research contribution.

Engaging Your Audience Early

Here are some strategies to capture attention from the start:

Open with a Question: Pose a thought-provoking question directly related to your research.

Surprising Statistic: Share a relevant and eye-opening statistic that highlights the significance of your topic.

Brief anecdote: An illustrative anecdote or a vivid example can provide a compelling hook.

Challenge Assumptions: Question a common belief or assumption within your field to signal that your research offers fresh insights.

Tip: Your opening should be relevant and directly connected to your research topic. Avoid gimmicks that don't authentically lead into your core argument.

Literature Review

A literature review goes beyond simply listing past studies on a topic. It synthesizes existing knowledge, laying the foundation for your own research contribution.

Goals of a Strong Literature Review:

Demonstrate your understanding of the field and its key scholarly conversations.

Identify gaps in current knowledge that your research can address.

Position your research in relation to existing work, showing how it builds upon or challenges previous findings.

Provide theoretical context or support for your chosen methodological approach.

Synthesizing Relevant Studies

Don't just summarize – analyze! Here's how to engage with the literature critically:

Identify Trends: Look for patterns or themes across multiple studies. Are there consistent results or ongoing debates?

Note Inconsistencies: Highlight any contradictions or conflicting findings within the existing research.

Assess Methodology: Consider the strengths and limitations of different research methods used in prior studies. Can you improve upon them in your research?

Connections to Your Work: Show how each source directly relates to your research question. Explain how it supports, challenges, or informs your own study.

Tips for Effective Synthesis:

Organization is Key: Structure your literature review thematically or chronologically to present findings in a logical way.

Your Voice Matters: Avoid stringing together quotes. Analyze the literature and offer your own interpretation of the collective insights.

Cite Accurately: Follow the citation style required by your discipline to give credit and avoid plagiarism.

Methodology

Your methodology section details the step-by-step process of how you conducted your research. It allows others to understand and potentially replicate your study.

Components: A methodology section typically includes:

Research Design: The overall approach (experimental, survey-based, qualitative, etc.)

Data Collection: Description of the tools, procedures, and sources used (experiments, surveys, interviews, archival documents).

Sample Selection: Details on participants (if applicable) and how they were chosen.

Data Analysis: Methods used (statistical tests, qualitative analysis techniques).

Ethical considerations: Explain how you safeguarded participants or addressed any ethical concerns related to your research.

Designing a Robust Methodology

Here's how to make your methodology section shine:

Alignment with Research Question: Your methods should be directly chosen to answer your research question in the most effective and appropriate way.

Rigor: Demonstrate a meticulous approach, considering potential sources of bias or error and outlining steps taken to mitigate them.

Transparency: Provide enough detail for replication. Another researcher should be able to follow your method.

Justification: Explain why you chose specific methods. Connect them to established practices within your field or defend their suitability for your unique research.

Does Methodology Determine the Quality of Research Outcomes?

Absolutely! Here's why a robust methodology is important:

Reliability: A sound methodology ensures your results are consistent. If your study was repeated using your methods, similar results should be attainable.

Validity: Validity ensures you're measuring what you intend to. A strong methodology helps you draw accurate conclusions from your data that address your research question.

Credibility: Your paper will be evaluated based on the thoroughness of your procedures. A clear and rigorous methodology enhances trust in your findings.

Your results section is where you present the data collected from your research. This includes raw data, statistical analyses, summaries of observations, etc.

Key Considerations:

Clarity: Organize results logically. Use tables, graphs, or figures to enhance visual clarity when appropriate.

Objectivity: Present data without bias. Even if findings don't support your initial hypothesis, report them accurately.

Don't Interpret (Yet): Avoid discussing implications here. Focus on a clear presentation of your findings.

Interpreting Data Effectively

Your discussion or analysis section is where you make sense of your results. Here's how to ensure your interpretation is persuasive:

Connect Back to the Hypothesis: State whether your results support, refute, or partially support your hypothesis.

Use Evidence: Reference specific data points, statistics, or observations to back up your claims.

Explanatory Power: Don't merely describe what happened. Explain why you believe your data led to these results.

Context is Key: Relate your findings to the existing literature. Do they align with previous research, or do they raise new questions?

Be Transparent: Acknowledge any limitations of your data or unexpected findings, providing potential explanations.

Tips for Effective Data Discussion:

Visuals as Support: Continue using graphs or figures to illustrate trends or comparisons that reinforce your analysis.

Highlight What Matters: Don't over-discuss insignificant data points. Focus on the results that are most relevant to your research question and contribute to your overall argument.

Tell a Story: Data shouldn't feel disjointed. Weave it into a narrative that addresses your research problem and positions your findings within the broader field.

Your discussion section elevates your findings, moving from simply reporting what you discovered to exploring its significance and potential impact.

Interpret the results in relation to your research question and hypothesis.

Consider alternative explanations for unexpected findings and discuss limitations of the research.

Place your findings in the context of the broader field, connecting them to theories and the existing body of research.

Suggest implications for future research or practical applications.

Linking Results to Theory

Here's how to make your discussion section shine:

Return to the Literature Review: Did your results support a specific theory from your literature review? Challenge it? Offer a nuanced modification?

Contradictions Offer Insights: If your results contradict existing theories, don't dismiss them. Explain possible reasons for the discrepancies and how that pushes your field's understanding further.

Conceptual Contribution: How does your research add to the theoretical frameworks within your area of study?

Building Blocks: Frame your research as one piece of a larger puzzle. Explain how your work contributes to the ongoing scholarly conversation.

Tips for a Strong Discussion:

Avoid Overstating Significance: Maintain a scholarly tone and acknowledge the scope of your research. Don't claim your results revolutionize the field if it's not genuinely warranted.

Consider Future Directions: Responsible research isn't just about the past. Discuss what new questions arise based on your findings and offer avenues for potential future study.

Clarity Remains Key: Even when discussing complex ideas, use accessible language. Make your discussion meaningful to a wider audience within the field.

Conclusions

Your conclusion brings your research full circle. It's your chance to re-emphasize the most important takeaways of your work.

A Strong Conclusion Should:

Concisely restate the key research question or problem you sought to address.

Summarize your major findings and the most compelling evidence.

Briefly discuss the broader implications or contributions of your research.

Acknowledge limitations in the study (briefly).

Propose potential avenues for future research.

Can Conclusions Introduce New Research Questions?

Absolutely! Here's why this is valuable:

Sparking Curiosity: Ending with new questions emphasizes the ongoing nature of research and encourages further exploration beyond your own study.

Identifying Limitations: By highlighting where your work fell short, you guide future researchers toward filling those gaps.

Signaling Progress: Research is a continuous process of evolving knowledge. Your conclusion can be a springboard for others to expand upon your findings.

Crafting a Persuasive Conclusion

Here's how to make your conclusion impactful:

Reiterate, Don't Repeat: Remind the reader of your most significant findings, but avoid restating your thesis verbatim.

Confidence: Project a sense of conviction about the value of your work, without overstating its significance.

Clarity: Even in your conclusion, use direct language free of jargon. Leave the reader with a clear and lasting impression.

The Ripple Effect: Briefly highlight the broader relevance of your research. Why should readers beyond your niche field care?

Important: Your conclusion shouldn't introduce entirely new information or analyses. Rather, it should leave the reader pondering the implications of what you've already presented.

Giving Credit Where It's Due: Your references section lists the full details of every source you cited within your paper. This allows readers to locate those sources and acknowledges the intellectual work of others that you built upon.

Supporting Your Arguments: Credible references add weight to your claims, showing that your analysis is informed by established knowledge or reliable data.

Upholding Academic Standards: Accurate citations signal your commitment to scholarly practices and protect you from accusations of plagiarism.

Maintaining Citation Integrity

Here are the main practices to uphold:

Choose the Right Style: Follow the citation style mandated by your discipline (APA, MLA, Chicago, etc.). They have strict rules on formatting and which elements to include.

Consistency is Key: Use your chosen citation style uniformly throughout your paper. Mixed styles look sloppy and unprofessional.

Accuracy Matters: Double-check the details of each citation (authors, title, publication year, page numbers, etc.). Errors undermine your credibility.

Citation Tools: Use reliable resources like:

Online citation generators

Reference management software (Zotero, EndNote, etc..)

University library guides for your required style

Important Notes:

In-Text vs. References: In-text citations (within your writing) point the reader to the full citation in your references list. Both are needed.

Citation ≠ Bibliography: A bibliography may include sources you consulted but didn't directly cite, while the references list is specifically for cited works.

Writing Effective Research Papers: A Guide

Research papers aren't merely about having brilliant ideas – they're about effectively communicating those ideas. Strong writing allows you to showcase the value and rigor of your work.

Is Effective Writing Alone Sufficient for a Successful Research Paper?

No. Strong writing is vital but not a substitute for the core components of research. Consider this:

Even brilliant findings get lost in poor writing: Disorganized papers, unclear sentences, or misuse of discipline-specific terms hinder the reader from grasping your insights.

Writing is intertwined with research: The process of writing helps you clarify your own thinking, refine your arguments, and identify potential weaknesses in your logic.

Tips for Academic Writing

Here's how to elevate your research paper writing:

Define Your Terms: especially if using specialized jargon or complex concepts.

Favor Active Voice: Use strong verbs and keep the subject of your sentences clear. (Example: "The study demonstrates..." rather than "It is demonstrated...")

Avoid Ambiguity: Choose precise language to leave no room for misinterpretation.

Transitions Are Your Friend: Guide the reader smoothly between ideas and sections using signpost words and phrases.

Logical Structure: Your paper's organization (introduction, methods, etc.) should have an intuitive flow.

One Idea per Paragraph: Avoid overly dense paragraphs. Break down complex points for readability.

Strong Argumentation

Thesis as Roadmap: Your central thesis should be apparent throughout the paper. Each section should clearly connect back to it.

Strong Evidence: Use reliable data and examples to support your claims.

Anticipate Counterarguments: Show you've considered alternative viewpoints by respectfully addressing and refuting them.

Additional Tips

Read widely in your field: Analyze how successful papers are structured and how arguments are developed.

Revise relentlessly: Give yourself time to step away from your draft and return with fresh eyes.

Seek Feedback: Ask peers, instructors, or a writing center tutor to review your work for clarity and logic.

Conclusion: Integrating the Components of Research Papers for Academic Excellence

The journey of writing a research paper is truly transformative. By mastering each component, from a rigorously crafted hypothesis to a meticulously compiled reference list, you develop the essential skills of critical thinking, communication, and scholarly inquiry. It's important to remember that these components are not isolated; they form a powerful, synergistic whole.

Let the process of writing research papers empower you. Embrace the challenge of synthesizing information, developing strong arguments, and communicating your findings with clarity and precision. Celebrate your dedication to the pursuit of knowledge and the contributions you make to your academic community and your own intellectual growth.

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• How to write a research paper

Last updated

11 January 2024

Reviewed by

With proper planning, knowledge, and framework, completing a research paper can be a fulfilling and exciting experience. 

Though it might initially sound slightly intimidating, this guide will help you embrace the challenge. 

By documenting your findings, you can inspire others and make a difference in your field. Here's how you can make your research paper unique and comprehensive.

• What is a research paper?

Research papers allow you to demonstrate your knowledge and understanding of a particular topic. These papers are usually lengthier and more detailed than typical essays, requiring deeper insight into the chosen topic.

To write a research paper, you must first choose a topic that interests you and is relevant to the field of study. Once you’ve selected your topic, gathering as many relevant resources as possible, including books, scholarly articles, credible websites, and other academic materials, is essential. You must then read and analyze these sources, summarizing their key points and identifying gaps in the current research.

You can formulate your ideas and opinions once you thoroughly understand the existing research. To get there might involve conducting original research, gathering data, or analyzing existing data sets. It could also involve presenting an original argument or interpretation of the existing research.

Writing a successful research paper involves presenting your findings clearly and engagingly, which might involve using charts, graphs, or other visual aids to present your data and using concise language to explain your findings. You must also ensure your paper adheres to relevant academic formatting guidelines, including proper citations and references.

Overall, writing a research paper requires a significant amount of time, effort, and attention to detail. However, it is also an enriching experience that allows you to delve deeply into a subject that interests you and contribute to the existing body of knowledge in your chosen field.

• How long should a research paper be?

Research papers are deep dives into a topic. Therefore, they tend to be longer pieces of work than essays or opinion pieces. 

However, a suitable length depends on the complexity of the topic and your level of expertise. For instance, are you a first-year college student or an experienced professional? 

Also, remember that the best research papers provide valuable information for the benefit of others. Therefore, the quality of information matters most, not necessarily the length. Being concise is valuable.

Following these best practice steps will help keep your process simple and productive:

1. Gaining a deep understanding of any expectations

Before diving into your intended topic or beginning the research phase, take some time to orient yourself. Suppose there’s a specific topic assigned to you. In that case, it’s essential to deeply understand the question and organize your planning and approach in response. Pay attention to the key requirements and ensure you align your writing accordingly. 

This preparation step entails

Deeply understanding the task or assignment

Being clear about the expected format and length

Familiarizing yourself with the citation and referencing requirements 

Understanding any defined limits for your research contribution

Where applicable, speaking to your professor or research supervisor for further clarification

2. Choose your research topic

Select a research topic that aligns with both your interests and available resources. Ideally, focus on a field where you possess significant experience and analytical skills. In crafting your research paper, it's crucial to go beyond summarizing existing data and contribute fresh insights to the chosen area.

Consider narrowing your focus to a specific aspect of the topic. For example, if exploring the link between technology and mental health, delve into how social media use during the pandemic impacts the well-being of college students. Conducting interviews and surveys with students could provide firsthand data and unique perspectives, adding substantial value to the existing knowledge.

When finalizing your topic, adhere to legal and ethical norms in the relevant area (this ensures the integrity of your research, protects participants' rights, upholds intellectual property standards, and ensures transparency and accountability). Following these principles not only maintains the credibility of your work but also builds trust within your academic or professional community.

For instance, in writing about medical research, consider legal and ethical norms , including patient confidentiality laws and informed consent requirements. Similarly, if analyzing user data on social media platforms, be mindful of data privacy regulations, ensuring compliance with laws governing personal information collection and use. Aligning with legal and ethical standards not only avoids potential issues but also underscores the responsible conduct of your research.

3. Gather preliminary research

Once you’ve landed on your topic, it’s time to explore it further. You’ll want to discover more about available resources and existing research relevant to your assignment at this stage. 

This exploratory phase is vital as you may discover issues with your original idea or realize you have insufficient resources to explore the topic effectively. This key bit of groundwork allows you to redirect your research topic in a different, more feasible, or more relevant direction if necessary. 

Spending ample time at this stage ensures you gather everything you need, learn as much as you can about the topic, and discover gaps where the topic has yet to be sufficiently covered, offering an opportunity to research it further. 

4. Define your research question

To produce a well-structured and focused paper, it is imperative to formulate a clear and precise research question that will guide your work. Your research question must be informed by the existing literature and tailored to the scope and objectives of your project. By refining your focus, you can produce a thoughtful and engaging paper that effectively communicates your ideas to your readers.

5. Write a thesis statement

A thesis statement is a one-to-two-sentence summary of your research paper's main argument or direction. It serves as an overall guide to summarize the overall intent of the research paper for you and anyone wanting to know more about the research.

A strong thesis statement is:

Concise and clear: Explain your case in simple sentences (avoid covering multiple ideas). It might help to think of this section as an elevator pitch.

Specific: Ensure that there is no ambiguity in your statement and that your summary covers the points argued in the paper.

Debatable: A thesis statement puts forward a specific argument––it is not merely a statement but a debatable point that can be analyzed and discussed.

Here are three thesis statement examples from different disciplines:

Psychology thesis example: "We're studying adults aged 25-40 to see if taking short breaks for mindfulness can help with stress. Our goal is to find practical ways to manage anxiety better."

Environmental science thesis example: "This research paper looks into how having more city parks might make the air cleaner and keep people healthier. I want to find out if more green spaces means breathing fewer carcinogens in big cities."

UX research thesis example: "This study focuses on improving mobile banking for older adults using ethnographic research, eye-tracking analysis, and interactive prototyping. We investigate the usefulness of eye-tracking analysis with older individuals, aiming to spark debate and offer fresh perspectives on UX design and digital inclusivity for the aging population."

6. Conduct in-depth research

A research paper doesn’t just include research that you’ve uncovered from other papers and studies but your fresh insights, too. You will seek to become an expert on your topic––understanding the nuances in the current leading theories. You will analyze existing research and add your thinking and discoveries.  It's crucial to conduct well-designed research that is rigorous, robust, and based on reliable sources. Suppose a research paper lacks evidence or is biased. In that case, it won't benefit the academic community or the general public. Therefore, examining the topic thoroughly and furthering its understanding through high-quality research is essential. That usually means conducting new research. Depending on the area under investigation, you may conduct surveys, interviews, diary studies , or observational research to uncover new insights or bolster current claims.

7. Determine supporting evidence

Not every piece of research you’ve discovered will be relevant to your research paper. It’s important to categorize the most meaningful evidence to include alongside your discoveries. It's important to include evidence that doesn't support your claims to avoid exclusion bias and ensure a fair research paper.

8. Write a research paper outline

Before diving in and writing the whole paper, start with an outline. It will help you to see if more research is needed, and it will provide a framework by which to write a more compelling paper. Your supervisor may even request an outline to approve before beginning to write the first draft of the full paper. An outline will include your topic, thesis statement, key headings, short summaries of the research, and your arguments.

9. Write your first draft

Once you feel confident about your outline and sources, it’s time to write your first draft. While penning a long piece of content can be intimidating, if you’ve laid the groundwork, you will have a structure to help you move steadily through each section. To keep up motivation and inspiration, it’s often best to keep the pace quick. Stopping for long periods can interrupt your flow and make jumping back in harder than writing when things are fresh in your mind.

10. Cite your sources correctly

It's always a good practice to give credit where it's due, and the same goes for citing any works that have influenced your paper. Building your arguments on credible references adds value and authenticity to your research. In the formatting guidelines section, you’ll find an overview of different citation styles (MLA, CMOS, or APA), which will help you meet any publishing or academic requirements and strengthen your paper's credibility. It is essential to follow the guidelines provided by your school or the publication you are submitting to ensure the accuracy and relevance of your citations.

11. Ensure your work is original

It is crucial to ensure the originality of your paper, as plagiarism can lead to serious consequences. To avoid plagiarism, you should use proper paraphrasing and quoting techniques. Paraphrasing is rewriting a text in your own words while maintaining the original meaning. Quoting involves directly citing the source. Giving credit to the original author or source is essential whenever you borrow their ideas or words. You can also use plagiarism detection tools such as Scribbr or Grammarly to check the originality of your paper. These tools compare your draft writing to a vast database of online sources. If you find any accidental plagiarism, you should correct it immediately by rephrasing or citing the source.

12. Revise, edit, and proofread

One of the essential qualities of excellent writers is their ability to understand the importance of editing and proofreading. Even though it's tempting to call it a day once you've finished your writing, editing your work can significantly improve its quality. It's natural to overlook the weaker areas when you've just finished writing a paper. Therefore, it's best to take a break of a day or two, or even up to a week, to refresh your mind. This way, you can return to your work with a new perspective. After some breathing room, you can spot any inconsistencies, spelling and grammar errors, typos, or missing citations and correct them. 

• The best research paper format 

The format of your research paper should align with the requirements set forth by your college, school, or target publication. 

There is no one “best” format, per se. Depending on the stated requirements, you may need to include the following elements:

Title page: The title page of a research paper typically includes the title, author's name, and institutional affiliation and may include additional information such as a course name or instructor's name. 

Table of contents: Include a table of contents to make it easy for readers to find specific sections of your paper.

Abstract: The abstract is a summary of the purpose of the paper.

Methods : In this section, describe the research methods used. This may include collecting data , conducting interviews, or doing field research .

Results: Summarize the conclusions you drew from your research in this section.

Discussion: In this section, discuss the implications of your research . Be sure to mention any significant limitations to your approach and suggest areas for further research.

Tables, charts, and illustrations: Use tables, charts, and illustrations to help convey your research findings and make them easier to understand.

Works cited or reference page: Include a works cited or reference page to give credit to the sources that you used to conduct your research.

Bibliography: Provide a list of all the sources you consulted while conducting your research.

Dedication and acknowledgments : Optionally, you may include a dedication and acknowledgments section to thank individuals who helped you with your research.

• General style and formatting guidelines

Formatting your research paper means you can submit it to your college, journal, or other publications in compliance with their criteria.

Research papers tend to follow the American Psychological Association (APA), Modern Language Association (MLA), or Chicago Manual of Style (CMOS) guidelines.

Here’s how each style guide is typically used:

Chicago Manual of Style (CMOS):

CMOS is a versatile style guide used for various types of writing. It's known for its flexibility and use in the humanities. CMOS provides guidelines for citations, formatting, and overall writing style. It allows for both footnotes and in-text citations, giving writers options based on their preferences or publication requirements.

American Psychological Association (APA):

APA is common in the social sciences. It’s hailed for its clarity and emphasis on precision. It has specific rules for citing sources, creating references, and formatting papers. APA style uses in-text citations with an accompanying reference list. It's designed to convey information efficiently and is widely used in academic and scientific writing.

Modern Language Association (MLA):

MLA is widely used in the humanities, especially literature and language studies. It emphasizes the author-page format for in-text citations and provides guidelines for creating a "Works Cited" page. MLA is known for its focus on the author's name and the literary works cited. It’s frequently used in disciplines that prioritize literary analysis and critical thinking.

To confirm you're using the latest style guide, check the official website or publisher's site for updates, consult academic resources, and verify the guide's publication date. Online platforms and educational resources may also provide summaries and alerts about any revisions or additions to the style guide.

Citing sources

When working on your research paper, it's important to cite the sources you used properly. Your citation style will guide you through this process. Generally, there are three parts to citing sources in your research paper: 

First, provide a brief citation in the body of your essay. This is also known as a parenthetical or in-text citation. 

Second, include a full citation in the Reference list at the end of your paper. Different types of citations include in-text citations, footnotes, and reference lists. 

In-text citations include the author's surname and the date of the citation. 

Footnotes appear at the bottom of each page of your research paper. They may also be summarized within a reference list at the end of the paper. 

A reference list includes all of the research used within the paper at the end of the document. It should include the author, date, paper title, and publisher listed in the order that aligns with your citation style.

10 research paper writing tips:

Following some best practices is essential to writing a research paper that contributes to your field of study and creates a positive impact.

These tactics will help you structure your argument effectively and ensure your work benefits others:

Clear and precise language:  Ensure your language is unambiguous. Use academic language appropriately, but keep it simple. Also, provide clear takeaways for your audience.

Effective idea separation:  Organize the vast amount of information and sources in your paper with paragraphs and titles. Create easily digestible sections for your readers to navigate through.

Compelling intro:  Craft an engaging introduction that captures your reader's interest. Hook your audience and motivate them to continue reading.

Thorough revision and editing:  Take the time to review and edit your paper comprehensively. Use tools like Grammarly to detect and correct small, overlooked errors.

Thesis precision:  Develop a clear and concise thesis statement that guides your paper. Ensure that your thesis aligns with your research's overall purpose and contribution.

Logical flow of ideas:  Maintain a logical progression throughout the paper. Use transitions effectively to connect different sections and maintain coherence.

Critical evaluation of sources:  Evaluate and critically assess the relevance and reliability of your sources. Ensure that your research is based on credible and up-to-date information.

Thematic consistency:  Maintain a consistent theme throughout the paper. Ensure that all sections contribute cohesively to the overall argument.

Relevant supporting evidence:  Provide concise and relevant evidence to support your arguments. Avoid unnecessary details that may distract from the main points.

Embrace counterarguments:  Acknowledge and address opposing views to strengthen your position. Show that you have considered alternative arguments in your field.

7 research tips 

If you want your paper to not only be well-written but also contribute to the progress of human knowledge, consider these tips to take your paper to the next level:

Selecting the appropriate topic: The topic you select should align with your area of expertise, comply with the requirements of your project, and have sufficient resources for a comprehensive investigation.

Use academic databases: Academic databases such as PubMed, Google Scholar, and JSTOR offer a wealth of research papers that can help you discover everything you need to know about your chosen topic.

Critically evaluate sources: It is important not to accept research findings at face value. Instead, it is crucial to critically analyze the information to avoid jumping to conclusions or overlooking important details. A well-written research paper requires a critical analysis with thorough reasoning to support claims.

Diversify your sources: Expand your research horizons by exploring a variety of sources beyond the standard databases. Utilize books, conference proceedings, and interviews to gather diverse perspectives and enrich your understanding of the topic.

Take detailed notes: Detailed note-taking is crucial during research and can help you form the outline and body of your paper.

Stay up on trends: Keep abreast of the latest developments in your field by regularly checking for recent publications. Subscribe to newsletters, follow relevant journals, and attend conferences to stay informed about emerging trends and advancements. 

Engage in peer review: Seek feedback from peers or mentors to ensure the rigor and validity of your research . Peer review helps identify potential weaknesses in your methodology and strengthens the overall credibility of your findings.

• The real-world impact of research papers

Writing a research paper is more than an academic or business exercise. The experience provides an opportunity to explore a subject in-depth, broaden one's understanding, and arrive at meaningful conclusions. With careful planning, dedication, and hard work, writing a research paper can be a fulfilling and enriching experience contributing to advancing knowledge.

How do I publish my research paper? 

Many academics wish to publish their research papers. While challenging, your paper might get traction if it covers new and well-written information. To publish your research paper, find a target publication, thoroughly read their guidelines, format your paper accordingly, and send it to them per their instructions. You may need to include a cover letter, too. After submission, your paper may be peer-reviewed by experts to assess its legitimacy, quality, originality, and methodology. Following review, you will be informed by the publication whether they have accepted or rejected your paper. 

What is a good opening sentence for a research paper? 

Beginning your research paper with a compelling introduction can ensure readers are interested in going further. A relevant quote, a compelling statistic, or a bold argument can start the paper and hook your reader. Remember, though, that the most important aspect of a research paper is the quality of the information––not necessarily your ability to storytell, so ensure anything you write aligns with your goals.

Research paper vs. a research proposal—what’s the difference?

While some may confuse research papers and proposals, they are different documents. 

A research proposal comes before a research paper. It is a detailed document that outlines an intended area of exploration. It includes the research topic, methodology, timeline, sources, and potential conclusions. Research proposals are often required when seeking approval to conduct research. 

A research paper is a summary of research findings. A research paper follows a structured format to present those findings and construct an argument or conclusion.

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Research Writing ~ How to Write a Research Paper

• Choosing A Topic
• Critical Thinking
• Domain Names
• Starting Your Research
• Writing Tips
• Parts of the Paper
• Edit & Rewrite
• Citations This link opens in a new window

Papers should have a beginning, a middle, and an end. Your introductory paragraph should grab the reader's attention, state your main idea and how you will support it. The body of the paper should expand on what you have stated in the introduction. Finally, the conclusion restates the paper's thesis and should explain what you have learned, giving a wrap up of your main ideas.   

1. The Title The title should be specific and indicate the theme of the research and what ideas it addresses. Use keywords that help explain your paper's topic to the reader. Try to avoid  abbreviations  and  jargon.  Think about keywords that people would use to search for your paper and include them in your title. 

2. The Abstract The abstract is used by readers to get a quick overview of your paper. Typically, they are about 200 words in length (120 words minimum to  250 words maximum). The abstract should introduce the topic and thesis, and should provide a general statement about what you have found in your research. The abstract allows you to mention each major aspect of you topic and helps readers decide whether they want to read the rest of the paper. Because it is a summary of the entire research paper, it is often written last. 

3. The Introduction The introduction should be designed to attract the reader's attention and explain the focus of the research. You will introduce your overview of the topic, your main points of information, and why this subject is important. You can introduce the current understanding and background information about the topic. Toward the end of the introduction, you add your thesis statement, and explain how you will provide information to support your research questions. This provides the purpose, focus, and structure for the rest of the paper.

4. Thesis Statement Most papers will have a thesis statement or main idea and supporting facts/ideas/arguments. State your main idea (something of interest or something to be proven or argued for or against) as your thesis statement, and then provide  supporting facts and arguments. A thesis statement is a declarative sentence that asserts the position a paper will be taking. It also points toward the paper's development. This statement should be both specific and arguable. Generally, the thesis statement will be placed at the end of the first paragraph of your paper. The remainder of your paper will support this thesis.

Students often learn to write a thesis as a first step in the writing process, but often, after research, a writers viewpoint may change. Therefore a thesis statement may be one of the final steps in writing. 

Examples of thesis statements from Purdue OWL. . .

5. The Literature Review The purpose of the literature review is to describe past important research and how it specifically relates to the research thesis. It should be a synthesis of the previous literature and the new idea being researched. The review should examine the major theories related to the topic to date and their contributors. It should include all relevant findings from credible sources, such as academic books and peer-reviewed journal articles. You will want  to:

• Explain how the literature helps the researcher understand the topic.
• Try to show connections and any disparities between the literature.
• Identify new ways to interpret prior research.
• Reveal any gaps that exist in the literature.

More about writing a literature review. . .  from The Writing Center at UNC-Chapel Hill More about summarizing. . . from the Center for Writing Studies at the University of Illinois-Urbana Champaign

6. The Discussion ​The purpose of the discussion is to interpret and describe what you have learned from your research. Make the reader understand why your topic is important. The discussion should always demonstrate what you have learned from your readings (and viewings) and how that learning has made the topic evolve, especially from the short description of main points in the introduction. Explain any new understanding or insights you have had after reading your articles and/or books. Paragraphs should use transitioning sentences to develop how one paragraph idea leads to the next. The discussion will always connect to the introduction, your thesis statement, and the literature you reviewed, but it does not simply repeat or rearrange the introduction. You want to: 

• Demonstrate critical thinking, not just reporting back facts that you gathered.
• If possible, tell how the topic has evolved over the past and give it's implications for the future.
• Fully explain your main ideas with supporting information.
• Explain why your thesis is correct giving arguments to counter points.

​7. The Conclusion A concluding paragraph is a brief summary of your main ideas and restates the paper's main thesis, giving the reader the sense that the stated goal of the paper has been accomplished. What have you learned by doing this research that you didn't know before? What conclusions have you drawn? You may also want to suggest further areas of study, improvement of research possibilities, etc. to demonstrate your critical thinking regarding your research.

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Online Guide to Writing and Research

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• Online Guide to Writing

Structuring the Research Paper

Formal research structure.

These are the primary purposes for formal research:

enter the discourse, or conversation, of other writers and scholars in your field

learn how others in your field use primary and secondary resources

find and understand raw data and information

For the formal academic research assignment, consider an organizational pattern typically used for primary academic research.  The pattern includes the following: introduction, methods, results, discussion, and conclusions/recommendations.

Usually, research papers flow from the general to the specific and back to the general in their organization. The introduction uses a general-to-specific movement in its organization, establishing the thesis and setting the context for the conversation. The methods and results sections are more detailed and specific, providing support for the generalizations made in the introduction. The discussion section moves toward an increasingly more general discussion of the subject, leading to the conclusions and recommendations, which then generalize the conversation again.

Sections of a Formal Structure

The introduction section.

Many students will find that writing a structured  introduction  gets them started and gives them the focus needed to significantly improve their entire paper. 

Introductions usually have three parts:

presentation of the problem statement, the topic, or the research inquiry

purpose and focus of your paper

summary or overview of the writer’s position or arguments

In the first part of the introduction—the presentation of the problem or the research inquiry—state the problem or express it so that the question is implied. Then, sketch the background on the problem and review the literature on it to give your readers a context that shows them how your research inquiry fits into the conversation currently ongoing in your subject area. 

In the second part of the introduction, state your purpose and focus. Here, you may even present your actual thesis. Sometimes your purpose statement can take the place of the thesis by letting your reader know your intentions. 

The third part of the introduction, the summary or overview of the paper, briefly leads readers through the discussion, forecasting the main ideas and giving readers a blueprint for the paper. 

The following example provides a blueprint for a well-organized introduction.

Example of an Introduction

Entrepreneurial Marketing: The Critical Difference

In an article in the Harvard Business Review, John A. Welsh and Jerry F. White remind us that “a small business is not a little big business.” An entrepreneur is not a multinational conglomerate but a profit-seeking individual. To survive, he must have a different outlook and must apply different principles to his endeavors than does the president of a large or even medium-sized corporation. Not only does the scale of small and big businesses differ, but small businesses also suffer from what the Harvard Business Review article calls “resource poverty.” This is a problem and opportunity that requires an entirely different approach to marketing. Where large ad budgets are not necessary or feasible, where expensive ad production squanders limited capital, where every marketing dollar must do the work of two dollars, if not five dollars or even ten, where a person’s company, capital, and material well-being are all on the line—that is, where guerrilla marketing can save the day and secure the bottom line (Levinson, 1984, p. 9).

By reviewing the introductions to research articles in the discipline in which you are writing your research paper, you can get an idea of what is considered the norm for that discipline. Study several of these before you begin your paper so that you know what may be expected. If you are unsure of the kind of introduction your paper needs, ask your professor for more information.  The introduction is normally written in present tense.

THE METHODS SECTION

The methods section of your research paper should describe in detail what methodology and special materials if any, you used to think through or perform your research. You should include any materials you used or designed for yourself, such as questionnaires or interview questions, to generate data or information for your research paper. You want to include any methodologies that are specific to your particular field of study, such as lab procedures for a lab experiment or data-gathering instruments for field research. The methods section is usually written in the past tense.

THE RESULTS SECTION

How you present the results of your research depends on what kind of research you did, your subject matter, and your readers’ expectations. 

Quantitative information —data that can be measured—can be presented systematically and economically in tables, charts, and graphs. Quantitative information includes quantities and comparisons of sets of data. 

Qualitative information , which includes brief descriptions, explanations, or instructions, can also be presented in prose tables. This kind of descriptive or explanatory information, however, is often presented in essay-like prose or even lists.

There are specific conventions for creating tables, charts, and graphs and organizing the information they contain. In general, you should use them only when you are sure they will enlighten your readers rather than confuse them. In the accompanying explanation and discussion, always refer to the graphic by number and explain specifically what you are referring to; you can also provide a caption for the graphic. The rule of thumb for presenting a graphic is first to introduce it by name, show it, and then interpret it. The results section is usually written in the past tense.

THE DISCUSSION SECTION

Your discussion section should generalize what you have learned from your research. One way to generalize is to explain the consequences or meaning of your results and then make your points that support and refer back to the statements you made in your introduction. Your discussion should be organized so that it relates directly to your thesis. You want to avoid introducing new ideas here or discussing tangential issues not directly related to the exploration and discovery of your thesis. The discussion section, along with the introduction, is usually written in the present tense.

THE CONCLUSIONS AND RECOMMENDATIONS SECTION

Your conclusion ties your research to your thesis, binding together all the main ideas in your thinking and writing. By presenting the logical outcome of your research and thinking, your conclusion answers your research inquiry for your reader. Your conclusions should relate directly to the ideas presented in your introduction section and should not present any new ideas.

You may be asked to present your recommendations separately in your research assignment. If so, you will want to add some elements to your conclusion section. For example, you may be asked to recommend a course of action, make a prediction, propose a solution to a problem, offer a judgment, or speculate on the implications and consequences of your ideas. The conclusions and recommendations section is usually written in the present tense.

Key Takeaways

• For the formal academic research assignment, consider an organizational pattern typically used for primary academic research. 
•  The pattern includes the following: introduction, methods, results, discussion, and conclusions/recommendations.

Mailing Address: 3501 University Blvd. East, Adelphi, MD 20783 This work is licensed under a  Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License . © 2022 UMGC. All links to external sites were verified at the time of publication. UMGC is not responsible for the validity or integrity of information located at external sites.

Table of Contents: Online Guide to Writing

Chapter 1: College Writing

How Does College Writing Differ from Workplace Writing?

What Is College Writing?

Why So Much Emphasis on Writing?

Chapter 2: The Writing Process

Doing Exploratory Research

Getting from Notes to Your Draft

Introduction

Prewriting - Techniques to Get Started - Mining Your Intuition

Prewriting: Targeting Your Audience

Prewriting: Techniques to Get Started

Prewriting: Understanding Your Assignment

Rewriting: Being Your Own Critic

Rewriting: Creating a Revision Strategy

Rewriting: Getting Feedback

Rewriting: The Final Draft

Techniques to Get Started - Outlining

Techniques to Get Started - Using Systematic Techniques

Thesis Statement and Controlling Idea

Writing: Getting from Notes to Your Draft - Freewriting

Writing: Getting from Notes to Your Draft - Summarizing Your Ideas

Writing: Outlining What You Will Write

Chapter 3: Thinking Strategies

A Word About Style, Voice, and Tone

A Word About Style, Voice, and Tone: Style Through Vocabulary and Diction

Critical Strategies and Writing

Critical Strategies and Writing: Analysis

Critical Strategies and Writing: Evaluation

Critical Strategies and Writing: Persuasion

Critical Strategies and Writing: Synthesis

Developing a Paper Using Strategies

Kinds of Assignments You Will Write

Patterns for Presenting Information

Patterns for Presenting Information: Critiques

Patterns for Presenting Information: Discussing Raw Data

Patterns for Presenting Information: General-to-Specific Pattern

Patterns for Presenting Information: Problem-Cause-Solution Pattern

Patterns for Presenting Information: Specific-to-General Pattern

Patterns for Presenting Information: Summaries and Abstracts

Supporting with Research and Examples

Writing Essay Examinations

Writing Essay Examinations: Make Your Answer Relevant and Complete

Writing Essay Examinations: Organize Thinking Before Writing

Writing Essay Examinations: Read and Understand the Question

Chapter 4: The Research Process

Planning and Writing a Research Paper

Planning and Writing a Research Paper: Ask a Research Question

Planning and Writing a Research Paper: Cite Sources

Planning and Writing a Research Paper: Collect Evidence

Planning and Writing a Research Paper: Decide Your Point of View, or Role, for Your Research

Planning and Writing a Research Paper: Draw Conclusions

Planning and Writing a Research Paper: Find a Topic and Get an Overview

Planning and Writing a Research Paper: Manage Your Resources

Planning and Writing a Research Paper: Outline

Planning and Writing a Research Paper: Survey the Literature

Planning and Writing a Research Paper: Work Your Sources into Your Research Writing

Research Resources: Where Are Research Resources Found? - Human Resources

Research Resources: What Are Research Resources?

Research Resources: Where Are Research Resources Found?

Research Resources: Where Are Research Resources Found? - Electronic Resources

Research Resources: Where Are Research Resources Found? - Print Resources

Structuring the Research Paper: Formal Research Structure

Structuring the Research Paper: Informal Research Structure

The Nature of Research

The Research Assignment: How Should Research Sources Be Evaluated?

The Research Assignment: When Is Research Needed?

The Research Assignment: Why Perform Research?

Chapter 5: Academic Integrity

Academic Integrity

Giving Credit to Sources

Giving Credit to Sources: Copyright Laws

Giving Credit to Sources: Documentation

Giving Credit to Sources: Style Guides

Integrating Sources

Practicing Academic Integrity

Practicing Academic Integrity: Keeping Accurate Records

Practicing Academic Integrity: Managing Source Material

Practicing Academic Integrity: Managing Source Material - Paraphrasing Your Source

Practicing Academic Integrity: Managing Source Material - Quoting Your Source

Practicing Academic Integrity: Managing Source Material - Summarizing Your Sources

Types of Documentation

Types of Documentation: Bibliographies and Source Lists

Types of Documentation: Citing World Wide Web Sources

Types of Documentation: In-Text or Parenthetical Citations

Types of Documentation: In-Text or Parenthetical Citations - APA Style

Types of Documentation: In-Text or Parenthetical Citations - CSE/CBE Style

Types of Documentation: In-Text or Parenthetical Citations - Chicago Style

Types of Documentation: In-Text or Parenthetical Citations - MLA Style

Types of Documentation: Note Citations

Chapter 6: Using Library Resources

Finding Library Resources

Chapter 7: Assessing Your Writing

How Is Writing Graded?

How Is Writing Graded?: A General Assessment Tool

The Draft Stage

The Draft Stage: The First Draft

The Draft Stage: The Revision Process and the Final Draft

The Draft Stage: Using Feedback

The Research Stage

Using Assessment to Improve Your Writing

Chapter 8: Other Frequently Assigned Papers

Reviews and Reaction Papers: Article and Book Reviews

Reviews and Reaction Papers: Reaction Papers

Writing Arguments

Writing Arguments: Adapting the Argument Structure

Writing Arguments: Purposes of Argument

Writing Arguments: References to Consult for Writing Arguments

Writing Arguments: Steps to Writing an Argument - Anticipate Active Opposition

Writing Arguments: Steps to Writing an Argument - Determine Your Organization

Writing Arguments: Steps to Writing an Argument - Develop Your Argument

Writing Arguments: Steps to Writing an Argument - Introduce Your Argument

Writing Arguments: Steps to Writing an Argument - State Your Thesis or Proposition

Writing Arguments: Steps to Writing an Argument - Write Your Conclusion

Writing Arguments: Types of Argument

Appendix A: Books to Help Improve Your Writing

Dictionaries

General Style Manuals

Researching on the Internet

Special Style Manuals

Writing Handbooks

Appendix B: Collaborative Writing and Peer Reviewing

Collaborative Writing: Assignments to Accompany the Group Project

Collaborative Writing: Informal Progress Report

Collaborative Writing: Issues to Resolve

Collaborative Writing: Methodology

Collaborative Writing: Peer Evaluation

Collaborative Writing: Tasks of Collaborative Writing Group Members

Collaborative Writing: Writing Plan

General Introduction

Peer Reviewing

Appendix C: Developing an Improvement Plan

Working with Your Instructor’s Comments and Grades

Appendix D: Writing Plan and Project Schedule

Devising a Writing Project Plan and Schedule

Reviewing Your Plan with Others

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Scientific and Scholarly Writing

• PubMed and other NLM Literature Databases
• Tracking and Citing References

Parts of a Scientific & Scholarly Paper

Introduction.

• Writing Effectively
• Where to Publish?
• Avoid Plagiarism

Different sections are needed in different types of scientific papers (lab reports, literature reviews, systematic reviews, methods papers, research papers, etc.). Projects that overlap with the social sciences or humanities may have different requirements. Generally, however, you'll need to include:

INTRODUCTION (Background)

METHODS SECTION (Materials and Methods)

What is a title?

Titles have two functions: to identify the main topic or the message of the paper and to attract readers.

The title will be read by many people. Only a few will read the entire paper, therefore all words in the title should be chosen with care. Too short a title is not helpful to the potential reader. Too long a title can sometimes be even less meaningful. Remember a title is not an abstract. Neither is a title a sentence.

What makes a good title?

A good title is accurate, complete, and specific. Imagine searching for your paper in PubMed. What words would you use?

• Use the fewest possible words that describe the contents of the paper.
• Avoid waste words like "Studies on", or "Investigations on".
• Use specific terms rather than general.
• Use the same key terms in the title as the paper.
• Watch your word order and syntax.
• Avoid abbreviations, jargon, and special characters.

The abstract is a miniature version of your paper. It should present the main story and a few essential details of the paper for readers who only look at the abstract and should serve as a clear preview for readers who read your whole paper. They are usually short (250 words or less).

The goal is to communicate:

•  What was done?
•  Why was it done?
•  How was it done?
•  What was found?

A good abstract is specific and selective. Try summarizing each of the sections of your paper in a sentence two. Do the abstract last, so you know exactly what you want to write.

• Use 1 or more well developed paragraphs.
• Use introduction/body/conclusion structure.
• Present purpose, results, conclusions and recommendations in that order.
• Make it understandable to a wide audience.

What is an introduction?

The introduction tells the reader why you are writing your paper (ie, identifies a gap in the literature) and supplies sufficient background information that the reader can understand and evaluate your project without referring to previous publications on the topic.

The nature and scope of the problem investigated.

The pertinent literature already written on the subject.

The method of the investigation.

The hypothesized results of the project.

What makes a good introduction?

A good introduction is not the same as an abstract. Where the abstract summarizes your paper, the introduction justifies your project and lets readers know what to expect.

• Keep it brief. You conducted an extensive literature review, so that you can give readers just the relevant information. • Cite your sources using in-text citations. • Use the present tense. Keep using the present tense for the whole paper. • Use the same information that you use in the rest of your paper.

What is a methods section?

Generally a methods section tells the reader how you conducted your project. 

It is also called "Materials and Methods".

The goal is to make your project reproducible.

What makes a good methods section?

A good methods section gives enough detail that another scientist could reproduce or replicate your results.

• Use very specific language, similar to a recipe in a cookbook. • If something is not standard (equipment, method, chemical compound, statistical analysis), then describe it. • Use the past tense. • Subheadings should follow guidelines of a style (APA, Vancouver, etc.) or journal (journals will specify these in their "for authors" section). For medical education writing, refer to the AMA Manual of Style .

  What is a results section?

The results objectively present the data or information that you gathered through your project. The narrative that you write here will point readers to your figures and tables that present your relevant data.

Keep in mind that you may be able to include more of your data in an online journal supplement or research data repository.

What makes a good results section?

A good results section is not the same as the discussion. Present the facts in the results, saving the interpretation for the discussion section. The results section should be written in past tense.

• Make figures and tables clearly labelled and easy to read. If you include a figure or table, explain it in the results section. • Present representative data rather than endlessly repetitive data . • Discuss variables only if they had an effect (positive or negative) • Use meaningful statistics . • Describe statistical analyses you ran on the data.

What is a discussion section?

The discussion section is the answer to the question(s) you posed in the introduction section. It is where you interpret your results. You have a lot of flexibility in this section. In addition to your main findings or conclusions, consider:

• Limitations and strengths of your project. • Directions for future research.

What makes a good  discussion section?

A good discussion section should read very differently than the results section. The discussion is where you interpret the project as a whole.

• Present principles, relationships and generalizations shown by the results. • Discuss the significance or importance of the results. • Discuss the theoretical implications of your work as well as practical applications • Show how your results agree or disagree with previously published works.

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• Last Updated: Aug 5, 2024 2:28 PM
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• Academic essay overview
• The writing process
• Structuring academic essays
• Types of academic essays
• Academic writing overview
• Sentence structure
• Academic writing process
• Improving your academic writing
• Titles and headings
• APA style overview
• APA citation & referencing
• APA structure & sections
• Citation & referencing
• Structure and sections
• APA examples overview
• Commonly used citations
• Other examples
• British English vs. American English
• Chicago style overview
• Chicago citation & referencing
• Chicago structure & sections
• Chicago style examples
• Citing sources overview
• Citation format
• Citation examples
• College essay overview
• Application
• How to write a college essay
• Types of college essays
• Commonly confused words
• Definitions
• Dissertation overview
• Dissertation structure & sections
• Dissertation writing process
• Graduate school overview
• Application & admission
• Study abroad
• Master degree
• Harvard referencing overview
• Language rules overview
• Grammatical rules & structures
• Parts of speech
• Punctuation
• Methodology overview
• Analyzing data
• Experiments
• Observations
• Inductive vs. Deductive
• Qualitative vs. Quantitative
• Types of validity
• Types of reliability
• Sampling methods
• Theories & Concepts
• Types of research studies
• Types of variables
• MLA style overview
• MLA examples
• MLA citation & referencing
• MLA structure & sections
• Plagiarism overview
• Plagiarism checker
• Types of plagiarism
• Printing production overview
• Research bias overview
• Types of research bias
• Example sections
• Types of research papers
• Research process overview
• Problem statement
• Research proposal
• Research topic
• Statistics overview
• Levels of measurment
• Frequency distribution
• Measures of central tendency
• Measures of variability
• Hypothesis testing
• Parameters & test statistics
• Types of distributions
• Correlation
• Effect size
• Hypothesis testing assumptions
• Types of ANOVAs
• Types of chi-square
• Statistical data
• Statistical models
• Spelling mistakes
• Tips overview
• Academic writing tips
• Dissertation tips
• Sources tips
• Working with sources overview
• Evaluating sources
• Finding sources
• Including sources
• Types of sources

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Parts of a Research Paper

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Inhaltsverzeichnis

• 1 Parts of a Research Paper: Definition
• 3 Research Paper Structure
• 4 Research Paper Examples
• 5 Research Paper APA Formatting
• 6 In a Nutshell

Parts of a Research Paper: Definition

The point of having specifically defined parts of a research paper is not to make your life as a student harder. In fact, it’s very much the opposite. The different parts of a research paper have been established to provide a structure that can be consistently used to make your research projects easier, as well as helping you follow the proper scientific methodology.

This will help guide your writing process so you can focus on key elements one at a time. It will also provide a valuable outline that you can rely on to effectively structure your assignment. Having a solid structure will make your research paper easier to understand, and it will also prepare you for a possible future as a researcher, since all modern science is created around similar precepts.

Have you been struggling with your academic homework lately, especially where it concerns all the different parts of a research paper? This is actually a very common situation, so we have prepared this article to outline all the key parts of a research paper and explain what you must focus as you go through each one of the various parts of a research paper; read the following sections and you should have a clearer idea of how to tackle your next research paper effectively.

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What are the main parts of a research paper?

There are eight main parts in a research paper :

• Title (cover page)

Introduction

• Literature review
• Research methodology
• Data analysis
• Reference page

If you stick to this structure, your end product will be a concise, well-organized research paper.

Do you have to follow the exact research paper structure?

Yes, and failing to do so will likely impact your grade very negatively. It’s very important to write your research paper according to the structure given on this article. Follow your research paper outline   to avoid a messy structure. Different types of academic papers have very particular structures. For example, the structure required for a literature review is very different to the structure required for a scientific research paper.

What if I'm having trouble with certain parts of a research paper?

If you’re having problems with some parts of a research paper, it will be useful to look at some examples of finished research papers in a similar field of study, so you will have a better idea of the elements you need to include. Read a step-by-step guide for writing a research paper, or take a look at the section towards the end of this article for some research paper examples. Perhaps you’re just lacking inspiration!

Is there a special formatting you need to use when citing sources?

Making adequate citations to back up your research is a key consideration in almost every part of a research paper. There are various formatting conventions and referencing styles that should be followed as specified in your assignment. The most common is APA formatting, but you could also be required to use MLA formatting. Your professor or supervisor should tell you which one you need to use.

What should I do once I have my research paper outlined?

If you have created your research paper outline, then you’re ready to start writing. Remember, the first copy will be a draft, so don’t leave it until the last minute to begin writing. Check out some tips for overcoming writer’s block if you’re having trouble getting started.

Research Paper Structure

There are 8 parts of a research paper that you should go through in this order:

The very first page in your research paper should be used to identify its title, along with your name, the date of your assignment, and your learning institution. Additional elements may be required according to the specifications of your instructors, so it’s a good idea to check with them to make sure you feature all the required information in the right order. You will usually be provided with a template or checklist of some kind that you can refer to when writing your cover page .

This is the very beginning of your research paper, where you are expected to provide your thesis statement ; this is simply a summary of what you’re setting out to accomplish with your research project, including the problems you’re looking to scrutinize and any solutions or recommendations that you anticipate beforehand.

Literature Review

This part of a research paper is supposed to provide the theoretical framework that you elaborated during your research. You will be expected to present the sources you have studied while preparing for the work ahead, and these sources should be credible from an academic standpoint (including educational books, peer-reviewed journals, and other relevant publications). You must make sure to include the name of the relevant authors you’ve studied and add a properly formatted citation that explicitly points to their works you have analyzed, including the publication year (see the section below on APA style citations ).

Research Methodology

Different parts of a research paper have different aims, and here you need to point out the exact methods you have used in the course of your research work. Typical methods can range from direct observation to laboratory experiments, or statistical evaluations. Whatever your chosen methods are, you will need to explicitly point them out in this section.

Data Analysis

While all the parts of a research paper are important, this section is probably the most crucial from a practical standpoint. Out of all the parts of a research paper, here you will be expected to analyze the data you have obtained in the course of your research. This is where you get your chance to really shine, by introducing new data that may contribute to building up on the collective understanding of the topics you have researched. At this point, you’re not expected to analyze your data yet (that will be done in the subsequent parts of a research paper), but simply to present it objectively.

From all the parts of a research paper, this is the one where you’re expected to actually analyze the data you have gathered while researching. This analysis should align with your previously stated methodology, and it should both point out any implications suggested by your data that might be relevant to different fields of study, as well as any shortcomings in your approach that would allow you to improve you results if you were to repeat the same type of research.

As you conclude your research paper, you should succinctly reiterate your thesis statement along with your methodology and analyzed data – by drawing all these elements together you will reach the purpose of your research, so all that is left is to point out your conclusions in a clear manner.

Reference Page

The very last section of your research paper is a reference page where you should collect the academic sources along with all the publications you consulted, while fleshing out your research project. You should make sure to list all these references according to the citation format specified by your instructor; there are various formats now in use, such as MLA, Harvard and APA, which although similar rely on different citation styles that must be consistently and carefully observed.

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Research Paper Examples

When you’re still learning about the various parts that make up a research paper, it can be useful to go through some examples of actual research papers from your exact field of study. This is probably the best way to fully grasp what is the purpose of all the different parts.

We can’t provide you universal examples of all the parts of a research paper, since some of these parts can be very different depending on your field of study.

To get a clear sense of what you should cover in each part of your paper, we recommend you to find some successful research papers in a similar field of study. Often, you may be able to refer to studies you have gathered during the initial literature review.

There are also some templates online that may be useful to look at when you’re just getting started, and trying to grasp the exact requirements for each part in your research paper:

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Research Paper APA Formatting

When you write a research paper for college, you will have to make sure to add relevant citation to back up your major claims. Only by building up on the work of established authors will you be able to reach valuable conclusions that can be taken seriously on a academic context. This process may seem burdensome at first, but it’s one of the essential parts of a research paper.

The essence of a citation is simply to point out where you learned about the concepts and ideas that make up all the parts of a research paper. This is absolutely essential, both to substantiate your points and to allow other researchers to look into those sources in cause they want to learn more about some aspects of your assignment, or dig deeper into specific parts of a research paper.

There are several citation styles in modern use, and APA citation is probably the most common and widespread; you must follow this convention precisely when adding citations to the relevant part of a research paper. Here is how you should format a citation according to the APA style.

In a Nutshell

• There are eight different parts of a research paper that you will have to go through in this specific order.
• Make sure to focus on the different parts of a research paper one at a time, and you’ll find it can actually make the writing process much easier.
• Producing a research paper can be a very daunting task unless you have a solid plan of action; that is exactly why most modern learning institutions now demand students to observe all these parts of a research paper.
• These guidelines are not meant to make student’s lives harder, but actually to help them stay focused and produce articulate and thoughtful research that could make an impact in their fields of study.

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• Research guides

Writing an Educational Research Paper

Research paper sections, customary parts of an education research paper.

There is no one right style or manner for writing an education paper. Content aside, the writing style and presentation of papers in different educational fields vary greatly. Nevertheless, certain parts are common to most papers, for example:

Title/Cover Page

Contains the paper's title, the author's name, address, phone number, e-mail, and the day's date.

Not every education paper requires an abstract. However, for longer, more complex papers abstracts are particularly useful. Often only 100 to 300 words, the abstract generally provides a broad overview and is never more than a page. It describes the essence, the main theme of the paper. It includes the research question posed, its significance, the methodology, and the main results or findings. Footnotes or cited works are never listed in an abstract. Remember to take great care in composing the abstract. It's the first part of the paper the instructor reads. It must impress with a strong content, good style, and general aesthetic appeal. Never write it hastily or carelessly.

Introduction and Statement of the Problem

A good introduction states the main research problem and thesis argument. What precisely are you studying and why is it important? How original is it? Will it fill a gap in other studies? Never provide a lengthy justification for your topic before it has been explicitly stated.

Limitations of Study

Indicate as soon as possible what you intend to do, and what you are not going to attempt. You may limit the scope of your paper by any number of factors, for example, time, personnel, gender, age, geographic location, nationality, and so on.

Methodology

Discuss your research methodology. Did you employ qualitative or quantitative research methods? Did you administer a questionnaire or interview people? Any field research conducted? How did you collect data? Did you utilize other libraries or archives? And so on.

Literature Review

The research process uncovers what other writers have written about your topic. Your education paper should include a discussion or review of what is known about the subject and how that knowledge was acquired. Once you provide the general and specific context of the existing knowledge, then you yourself can build on others' research. The guide Writing a Literature Review will be helpful here.

Main Body of Paper/Argument

This is generally the longest part of the paper. It's where the author supports the thesis and builds the argument. It contains most of the citations and analysis. This section should focus on a rational development of the thesis with clear reasoning and solid argumentation at all points. A clear focus, avoiding meaningless digressions, provides the essential unity that characterizes a strong education paper.

After spending a great deal of time and energy introducing and arguing the points in the main body of the paper, the conclusion brings everything together and underscores what it all means. A stimulating and informative conclusion leaves the reader informed and well-satisfied. A conclusion that makes sense, when read independently from the rest of the paper, will win praise.

Works Cited/Bibliography

See the Citation guide .

Education research papers often contain one or more appendices. An appendix contains material that is appropriate for enlarging the reader's understanding, but that does not fit very well into the main body of the paper. Such material might include tables, charts, summaries, questionnaires, interview questions, lengthy statistics, maps, pictures, photographs, lists of terms, glossaries, survey instruments, letters, copies of historical documents, and many other types of supplementary material. A paper may have several appendices. They are usually placed after the main body of the paper but before the bibliography or works cited section. They are usually designated by such headings as Appendix A, Appendix B, and so on.

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• Last Updated: Aug 12, 2024 2:35 PM
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Research Paper Structure – Main Sections and Parts of a Research Paper

PhD students are expected to write and publish research papers to validate their research work and findings. Writing your first research paper  can seem like a daunting task at the start but must be done to validate your work. If you are a beginner writer new to academic writing or a non-native English speaker then it might seem like a daunting process at inception. The best way to begin writing a research paper is to learn about the research paper structure needed in your field, as this may vary between fields. Producing a research paper structure first with various headings and subheadings will significantly simplify the writing process. In this blog, we explain the basic structure of a research paper and explain its various components. We elaborate on various parts and sections of a research paper. We also provide guidance to produce a research paper structure for your work through word cloud diagrams that illustrate various topics and sub-topics to be included under each section. We recommend you to refer to our other blogs on  academic writing tools ,   academic writing resources , and  academic phrase-bank , which are relevant to the topic discussed in this blog. 

1. Introduction

The Introduction section is one of the most important sections of a research paper. The introduction section should start with a brief outline of the topic and then explain the nature of the problem at hand and why it is crucial to resolve this issue. This section should contain a literature review that provides relevant background information about the topic. The literature review should touch upon seminal and pioneering works in the field and the most recent studies pertinent to your work. 

The  literature review  should end with a few lines about the research gap in the chosen domain. This is where you explain the lack of adequate research about your chosen topic and make a case for the need for more research. This is an excellent place to define the research question or hypothesis. The last part of the introduction should be about your work. Having established the research gap now, you have to explain how you intend to solve the problem and subsequently introduce your approach. You should provide a clear outline that includes both the primary and secondary aims/objectives of your work. You can end the section by providing how the rest of the paper is organized.  When you are working on the research paper structure use the word cloud diagrams as a guidance.

2. Material and Methods

The Materials and methods section of the research paper should include detailed information about the implementation details of your method. This should be written in such a way that it is reproducible by any person conducting research in the same field. This section should include all the technical details of the experimental setup, measurement procedure, and parameters of interest. It should also include details of how the methods were validated and tested prior to their use. It is recommended to use equations, figures, and tables to explain the workings of the method proposed. Add placeholders for figures and tables with dummy titles while working on the research paper structure.

Suppose your methodology involves data collection and recruitment. In that case, you should provide information about the sample size, population characteristics, interview process, and recruitment methods. It should also include the details of the consenting procedure and inclusion and exclusion criteria. This section can end with various statistical methods used for data analysis and significance testing.

3. Results and Discussion

Results and Discussion section of the research paper should be the concluding part of your research paper. In the results section, you can explain your experiments’ outcome by presenting adequate scientific data to back up your conclusions. You must interpret the scientific data to your readers by highlighting the key findings of your work. You also provide information on any negative and unexpected findings that came out of your work. It is vital to present the data in an unbiased manner. You should also explain how the current results compare with previously published data from similar works in the literature. 

In the discussion section, you should summarize your work and explain how the research work objectives were achieved. You can highlight the benefits your work will bring to the overall scientific community and potential practical applications. You must not introduce any new information in this section; you can only discuss things that have already been mentioned in the paper. The discussion section must talk about your work’s limitations; no scientific work is perfect, and some drawbacks are expected. If there are any inconclusive results in your work, you can present your theories about what might have caused it. You have to end your paper with conclusions and future work . In conclusion, you can restate your aims and objectives and summarize your main findings, preferably in two or three lines. You should also lay out your plans for future work and explain how further research will benefit the research domain. Finally, you can also add ‘Acknowledgments’ and ‘References’ sections to the research paper structure for completion.

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Discussion Section Examples and Writing Tips

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How to Create a Research Paper Outline?

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Your Ultimate Guide To Parts of a Research Paper

Students should know the different parts of a research paper before they start the writing process. Research paper writing is an important task in the academic world. But, many learners don’t know much about the research paper structure when asked to complete this task. Essentially, many learners don’t know about the components of a research paper. Unfortunately, this can ruin the overall quality of their work.

So, what are the basic parts of a research paper? Well, there are five major sections of a research paper. These are the parts that you will find in any paper. However, the number of research paper parts can always vary depending on the nature and length of the work.

The Basic Parts of a Research Paper

Perhaps, you’re wondering, what are the 5 parts of research paper? Well, this article will answer your question. The basic parts to a research paper are the introduction, method, results, discussion, and conclusion. However, a research paper can include other parts like the abstract, discussion, and reference list.

Although a student can be writing on a single topic, each part of research paper requires specific information. That’s why different research paper sections exist. It’s, therefore, important that students learn about the information that should go to different sections of research paper.

Research Paper Introduction

The introduction is one of the most important parts of an APA research paper. This is the section that gives the paper a direction. It tells the readers what the paper will attempt to achieve. The introduction of a research paper is the section where the writer states their thesis argument and research problem. What do you intend to study and what makes it important?

An ideal introduction of a research paper should: Provide a general research problem presentation Layout what you will try to achieve with your work State your position on the topic

Perhaps, you may have always wondered, what are the major parts of an argumentative research paper? Well, the introduction is one of these sections because it tells the readers about your position on the topic.

The Methods Section of a Research Paper

This is also called the methodology part of a research paper. It states the methodology and design used to conduct research. The methodology used in every paper will vary depending on the research type and field.

For instance, social sciences use observation methods to collect data while physical sciences may use apparatus. Such variations should be considered when learning how to write a methods section of a research paper. However, the most important thing is to ensure that other researchers can replicate the performed research using similar methods for verification purposes.

The assumption is that the person that will read the paper knows the basic research methods that you use to gather information and write the paper. Therefore, don’t go into detail trying to explain the methods. For instance, biochemists or organic chemists are familiar with methods like chromatography. Therefore, you should just highlight the equipment that you used instead of explaining the entire process.

If you did a survey, include a questionnaire copy in the appendix if you included too many questions. Nevertheless, refer your readers to the questionnaire in the appendix section whenever you think it’s necessary. Use the internet to learn how to write the methods section of a research paper if still unsure about the best way to go about this section. You can also c ontact us to get professional writing help  online.  

The Results Section of a Research Paper

The content that you include in this section will depend on the aims and results of your research. If you’re writing a quantitative research paper, this section will include a presentation of numerical data and results. When writing a qualitative research paper, this section should include discussions of different trends. However, you should not go into details.

A good results section of a research paper example will include graphs or tables of analyzed data. Raw data can also be included in the appendix to enable other researchers to follow it up and check calculations. Commentary can also be included to link results together instead of displaying unconnected and isolated figures and charts. Striking a balance between the results section and the discussion section can be difficult for some students. That’s because some of the findings, especially in descriptive or quantitative research fall into the grey area. Additionally, you should avoid repetition in your results section.

Therefore, find a middle ground where you can provide a general overview of your data so that you can expand it in your discussion section. Additionally, avoid including personal interpretations and opinions into this section and keep it for the discussion part.

The Discussion Section of a Research Paper

Some people confuse the results section with the discussion section. As such, they wonder what goes in the discussion section of a research paper. Essentially, elaborating your findings in the results section will leave you with nothing to include in the discussion section. Therefore, try to just present your findings in the result section without going into details.

Just like the name suggests, the discussion section is the place where you discuss or explain your findings or results. Here, you tell readers more about what you found. You can also add personal interpretations. Your discussion should be linked to the introduction and address every initial point separately.

It’s also crucial to ensure that the information included in the discussion section is related to your thesis statement. If you don’t do that, you can cloud your findings. Essentially, the discussion section is the place where you show readers how your findings support your argument or thesis statement.

Do you want to write a paper that will impress the tutor to award you the top grade? This section should feature the most analysis and citations. It should also focus on developing your thesis rationally with a solid argument of all major points and clear reasoning. Therefore, avoid unnecessary and meaningless digressions and maintain a clear focus. Provide cohesion and unity to strengthen your research paper.

Research Paper Conclusion

This is the last major part of any research paper. It’s the section where you should build upon the discussion and refer the findings of your research to those of other researchers. The conclusion can have a single paragraph or even two. However, the conclusion can be the most important section of an entire paper when writing a dissertation. That’s because it can describe results while discussing them in detail. It can also emphasize why the results of the research project are important to the field. What’s more, it can tie the paper with previous studies.

In some papers, this section provides recommendations while calling for further research and highlighting flaws that may have affected the results of the study. Thus, this can be the section where the writer suggests improvements that can make the research design better.

Parts Of A Research Paper Explained

Though these are the major sections of a research paper, the reference list or bibliography is also very important. No research paper can be complete without a bibliography or reference list that documents the used sources. These sources should be documented according to the specified format. Thus, the format of the reference list can vary from APA to MLA, Chicago to Harvard, and other formats. Nevertheless, a research paper that features the five major sections and a reference list will be considered complete in most institutions even without the acknowledgment and abstract parts. The best way to get a high grade is to ask professionals ‘Can someone do my assignment for me now?’ and get your papers done on time. 

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What a Thesis Paper is and How to Write One

From choosing a topic and conducting research to crafting a strong argument, writing a thesis paper can be a rewarding experience.

It can also be a challenging experience. If you've never written a thesis paper before, you may not know where to start. You may not even be sure exactly what a thesis paper is. But don't worry; the right support and resources can help you navigate this writing process.

What is a Thesis Paper?

A thesis paper is a type of academic essay that you might write as a graduation requirement for certain bachelor's, master's or honors programs. Thesis papers present your own original research or analysis on a specific topic related to your field.

“In some ways, a thesis paper can look a lot like a novella,” said Shana Chartier , director of information literacy at Southern New Hampshire University (SNHU). “It’s too short to be a full-length novel, but with the standard size of 40-60 pages (for a bachelor’s) and 60-100 pages (for a master’s), it is a robust exploration of a topic, explaining one’s understanding of a topic based on personal research.”

Chartier has worked in academia for over 13 years and at SNHU for nearly eight. In her role as an instructor and director, Chartier has helped to guide students through the writing process, like editing and providing resources.

Chartier has written and published academic papers such as "Augmented Reality Gamifies the Library: A Ride Through the Technological Frontier" and "Going Beyond the One-Shot: Spiraling Information Literacy Across Four Years." Both of these academic papers required Chartier to have hands-on experience with the subject matter. Like a thesis paper, they also involved hypothesizing and doing original research to come to a conclusion.

“When writing a thesis paper, the importance of staying organized cannot be overstated,” said Chartier. “Mapping out each step of the way, making firm and soft deadlines... and having other pairs of eyes on your work to ensure academic accuracy and clean editing are crucial to writing a successful paper.”

How Do I Choose a Topic For My Thesis Paper?

What your thesis paper is for will determine some of the specific requirements and steps you might take, but the first step is usually the same: Choosing a topic.

“Choosing a topic can be daunting," said Rochelle Attari , a peer tutor at SNHU. "But if (you) stick with a subject (you're) interested in... choosing a topic is much more manageable.”

Similar to a thesis, Attari recently finished the capstone  for her bachelor’s in psychology . Her bachelor’s concentration is in forensics, and her capstone focused on the topic of using a combined therapy model for inmates who experience substance abuse issues to reduce recidivism.

“The hardest part was deciding what I wanted to focus on,” Attari said. “But once I nailed down my topic, each milestone was more straightforward.”

In her own writing experience, Attari said brainstorming was an important step when choosing her topic. She recommends writing down different ideas on a piece of paper and doing some preliminary research on what’s already been written on your topic.

By doing this exercise, you can narrow or broaden your ideas until you’ve found a topic you’re excited about. " Brainstorming is essential when writing a paper and is not a last-minute activity,” Attari said.

How Do I Structure My Thesis Paper?

Thesis papers tend to have a standard format with common sections as the building blocks.

While the structure Attari describes below will work for many theses, it’s important to double-check with your program to see if there are any specific requirements. Writing a thesis for a Master of Fine Arts, for example, might actually look more like a fiction novel.

According to Attari, a thesis paper is often structured with the following major sections:

Introduction

• Literature review
• Methods, results

Now, let’s take a closer look at what each different section should include.

Your introduction is your opportunity to present the topic of your thesis paper. In this section, you can explain why that topic is important. The introduction is also the place to include your thesis statement, which shows your stance in the paper.

Attari said that writing an introduction can be tricky, especially when you're trying to capture your reader’s attention and state your argument.

“I have found that starting with a statement of truth about a topic that pertains to an issue I am writing about typically does the trick,” Attari said. She demonstrated this advice in an example introduction she wrote for a paper on the effects of daylight in Alaska:

In the continental United States, we can always count on the sun rising and setting around the same time each day, but in Alaska, during certain times of the year, the sun rises and does not set for weeks. Research has shown that the sun provides vitamin D and is an essential part of our health, but little is known about how daylight twenty-four hours a day affects the circadian rhythm and sleep.

In the example Attari wrote, she introduces the topic and informs the reader what the paper will cover. Somewhere in her intro, she said she would also include her thesis statement, which might be:

Twenty-four hours of daylight over an extended period does not affect sleep patterns in humans and is not the cause of daytime fatigue in northern Alaska .

Literature Review

In the literature review, you'll look at what information is already out there about your topic. “This is where scholarly articles  about your topic are essential,” said Attari. “These articles will help you find the gap in research that you have identified and will also support your thesis statement."

Telling your reader what research has already been done will help them see how your research fits into the larger conversation. Most university libraries offer databases of scholarly/peer-reviewed articles that can be helpful in your search.

In the methods section of your thesis paper, you get to explain how you learned what you learned. This might include what experiment you conducted as a part of your independent research.

“For instance,” Attari said, “if you are a psychology major and have identified a gap in research on which therapies are effective for anxiety, your methods section would consist of the number of participants, the type of experiment and any other particulars you would use for that experiment.”

In this section, you'll explain the results of your study. For example, building on the psychology example Attari outlined, you might share self-reported anxiety levels for participants trying different kinds of therapies. To help you communicate your results clearly, you might include data, charts, tables or other visualizations.

The discussion section of your thesis paper is where you will analyze and interpret the results you presented in the previous section. This is where you can discuss what your findings really mean or compare them to the research you found in your literature review.

The discussion section is your chance to show why the data you collected matters and how it fits into bigger conversations in your field.

The conclusion of your thesis paper is your opportunity to sum up your argument and leave your reader thinking about why your research matters.

Attari breaks the conclusion down into simple parts. “You restate the original issue and thesis statement, explain the experiment's results and discuss possible next steps for further research,” she said.

Find Your Program

Resources to help write your thesis paper.

While your thesis paper may be based on your independent research, writing it doesn’t have to be a solitary process. Asking for help and using the resources that are available to you can make the process easier.

If you're writing a thesis paper, some resources Chartier encourages you to use are:

• Citation Handbooks: An online citation guide or handbook can help you ensure your citations are correct. APA , MLA and Chicago styles have all published their own guides.
• Citation Generators: There are many citation generator tools that help you to create citations. Some — like RefWorks — even let you directly import citations from library databases as you research.
• Your Library's Website: Many academic and public libraries allow patrons to access resources like databases or FAQs. Some FAQs at the SNHU library that might be helpful in your thesis writing process include “ How do I read a scholarly article? ” or “ What is a research question and how do I develop one? ”

It can also be helpful to check out what coaching or tutoring options are available through your school. At SNHU, for example, the Academic Support Center offers writing and grammar workshops , and students can access 24/7 tutoring and 1:1 sessions with peer tutors, like Attari.

"Students can even submit their papers and receive written feedback... like revisions and editing suggestions," she said.

If you are writing a thesis paper, there are many resources available to you. It's a long paper, but with the right mindset and support, you can successfully navigate the process.

“Pace yourself,” said Chartier. “This is a marathon, not a sprint. Setting smaller goals to get to the big finish line can make the process seem less daunting, and remember to be proud of yourself and celebrate your accomplishment once you’re done. Writing a thesis is no small task, and it’s important work for the scholarly community.”

A degree can change your life. Choose your program  from 200+ SNHU degrees that can take you where you want to go.

Meg Palmer ’18 is a writer and scholar by trade who loves reading, riding her bike and singing in a barbershop quartet. She earned her bachelor’s degree in English, language and literature at Southern New Hampshire University (SNHU) and her master’s degree in writing, rhetoric and discourse at DePaul University (’20). While attending SNHU, she served as the editor-in-chief of the campus student newspaper, The Penmen Press, where she deepened her passion for writing. Meg is an adjunct professor at Johnson and Wales University, where she teaches first year writing, honors composition, and public speaking. Connect with her on LinkedIn .

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What is the Difference Between Bachelor’s and Master’s Degrees?

Academic Referencing: How to Cite a Research Paper

What is Considered Plagiarism And How to Avoid It

About southern new hampshire university.

SNHU is a nonprofit, accredited university with a mission to make high-quality education more accessible and affordable for everyone.

Founded in 1932, and online since 1995, we’ve helped countless students reach their goals with flexible, career-focused programs . Our 300-acre campus in Manchester, NH is home to over 3,000 students, and we serve over 135,000 students online. Visit our about SNHU  page to learn more about our mission, accreditations, leadership team, national recognitions and awards.

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Acknowledgments in Research Paper: Thanking Those Who Helped

The acknowledgements in research paper are a way to say thank you to the people and groups that helped with the study. This part of the paper lets writers show their thanks and point out the teamwork, support, and guidance they received while doing their research.

Why Include Acknowledgements in a Research Paper?

The acknowledgement section of the paper does more than just talk about the research. It gives writers a chance to thank the many people and groups that helped them write their paper.

While the main part of the paper shows what was found and studied, the acknowledgments in the research paper point out the help from teachers, partners, money givers, schools, and even family and friends who supported the work. This section does a few things:

• It shows that science is often a team effort
• It helps people in the research world appreciate each other
• It makes the research process more personal by showing all the different kinds of help
• It helps make work connections and show kindness
• It can make the writer look good in the research world

In the end, this part of the paper shows how working together and giving back are important for learning new things.

Who Should You Thank?

When thinking about how to write acknowledgments for research paper, include:

• Teachers and advisors who gave advice or helped guide the work
• Partners and co-writers who helped plan, do, or understand the research
• Groups that gave money for the research
• People who took part in collecting information, doing tests, or answering questions
• Tech helpers who assisted with numbers, lab work, or computer programs
• Office workers who helped get resources or gave other help
• Schools or groups that provided tools, machines, or places to work
• Family and friends who gave emotional support or understanding
• Other researchers who gave feedback or helpful criticism

Who Should You Not Thank?

When writing your research paper acknowledgment, be careful not to include:

• People you don't know well or only met briefly
• Unknown reviewers, since their names are often kept secret
• People you don't get along with or have had arguments with
• People with strong political views that might make the research look bad
• Family or friends who didn't really help with the work
• Thank-yous that are too general and don't say exactly what someone did
• Yourself, since the point is to thank other people

How to Format the Acknowledgment Section

When putting together your acknowledgment in research paper, think about this setup:

• Clear title: "Acknowledgments"
• Short opening paragraph saying thanks in general
• Organized list of specific thank-yous, starting with the most important helpers
• Details about what each person did, like helping gather information, understand it, give money, teach, or help with tech stuff
• Professional and formal writing, not using casual words
• Same style of writing throughout
• You can add personal stories or feelings to show how much you appreciate the help

Here's an example:

Acknowledgments

This research couldn't have been done without help from many people and groups. I want to give a big thank you to...

[List of specific thank-yous]

Lastly, I want to thank my family from the bottom of my heart for always being there for me during this work.

Before you finish, read it over carefully to make sure everything is correct, clear, and complete, including the right spelling of names, titles, and where people work.

Helpful Hints for Writing Acknowledgement for Research Paper

Here are ten easy tips to help you figure out how to write acknowledgment for research paper:

• Start by saying a sincere thank you to those who helped
• Clearly name and thank each person, school, or group
• Put the thank-yous in order, with the most important help first
• Keep the writing professional
• Make the thank-yous short and to the point
• Give a quick description of what each person did to help
• Double-check the spelling of names, titles, and where people work
• Include all the important people who helped
• Show personal connections where it makes sense
• Read it over to make sure it's clear and makes sense

Wrapping Up

Writing good acknowledgments in research is a skill that balances saying thanks with being professional. It's a chance to recognize the often hidden support behind your work and to help create a culture of appreciation in the world of research. Well-written acknowledgments for research papers can lead to working together in the future, more people seeing your work, and more support for your ongoing research.

Remember, if you're having trouble figuring out how to write acknowledgment for paper, tools like Aithor can help. Aithor can assist you in creating acknowledgments that are both heartfelt and professional, making sure you give credit where it's due while keeping the scholarly tone of your research paper.

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• How to Write a Literature Review | Guide, Examples, & Templates

How to Write a Literature Review | Guide, Examples, & Templates

Published on January 2, 2023 by Shona McCombes . Revised on September 11, 2023.

What is a literature review? A literature review is a survey of scholarly sources on a specific topic. It provides an overview of current knowledge, allowing you to identify relevant theories, methods, and gaps in the existing research that you can later apply to your paper, thesis, or dissertation topic .

There are five key steps to writing a literature review:

• Search for relevant literature
• Evaluate sources
• Identify themes, debates, and gaps
• Outline the structure
• Write your literature review

A good literature review doesn’t just summarize sources—it analyzes, synthesizes , and critically evaluates to give a clear picture of the state of knowledge on the subject.

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Table of contents

What is the purpose of a literature review, examples of literature reviews, step 1 – search for relevant literature, step 2 – evaluate and select sources, step 3 – identify themes, debates, and gaps, step 4 – outline your literature review’s structure, step 5 – write your literature review, free lecture slides, other interesting articles, frequently asked questions, introduction.

• Quick Run-through
• Step 1 & 2

When you write a thesis , dissertation , or research paper , you will likely have to conduct a literature review to situate your research within existing knowledge. The literature review gives you a chance to:

• Demonstrate your familiarity with the topic and its scholarly context
• Develop a theoretical framework and methodology for your research
• Position your work in relation to other researchers and theorists
• Show how your research addresses a gap or contributes to a debate
• Evaluate the current state of research and demonstrate your knowledge of the scholarly debates around your topic.

Writing literature reviews is a particularly important skill if you want to apply for graduate school or pursue a career in research. We’ve written a step-by-step guide that you can follow below.

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See an example

Writing literature reviews can be quite challenging! A good starting point could be to look at some examples, depending on what kind of literature review you’d like to write.

• Example literature review #1: “Why Do People Migrate? A Review of the Theoretical Literature” ( Theoretical literature review about the development of economic migration theory from the 1950s to today.)
• Example literature review #2: “Literature review as a research methodology: An overview and guidelines” ( Methodological literature review about interdisciplinary knowledge acquisition and production.)
• Example literature review #3: “The Use of Technology in English Language Learning: A Literature Review” ( Thematic literature review about the effects of technology on language acquisition.)
• Example literature review #4: “Learners’ Listening Comprehension Difficulties in English Language Learning: A Literature Review” ( Chronological literature review about how the concept of listening skills has changed over time.)

You can also check out our templates with literature review examples and sample outlines at the links below.

Download Word doc Download Google doc

Before you begin searching for literature, you need a clearly defined topic .

If you are writing the literature review section of a dissertation or research paper, you will search for literature related to your research problem and questions .

Make a list of keywords

Start by creating a list of keywords related to your research question. Include each of the key concepts or variables you’re interested in, and list any synonyms and related terms. You can add to this list as you discover new keywords in the process of your literature search.

• Social media, Facebook, Instagram, Twitter, Snapchat, TikTok
• Body image, self-perception, self-esteem, mental health
• Generation Z, teenagers, adolescents, youth

Search for relevant sources

Use your keywords to begin searching for sources. Some useful databases to search for journals and articles include:

• Your university’s library catalogue
• Google Scholar
• Project Muse (humanities and social sciences)
• Medline (life sciences and biomedicine)
• EconLit (economics)
• Inspec (physics, engineering and computer science)

You can also use boolean operators to help narrow down your search.

Make sure to read the abstract to find out whether an article is relevant to your question. When you find a useful book or article, you can check the bibliography to find other relevant sources.

You likely won’t be able to read absolutely everything that has been written on your topic, so it will be necessary to evaluate which sources are most relevant to your research question.

For each publication, ask yourself:

• What question or problem is the author addressing?
• What are the key concepts and how are they defined?
• What are the key theories, models, and methods?
• Does the research use established frameworks or take an innovative approach?
• What are the results and conclusions of the study?
• How does the publication relate to other literature in the field? Does it confirm, add to, or challenge established knowledge?
• What are the strengths and weaknesses of the research?

Make sure the sources you use are credible , and make sure you read any landmark studies and major theories in your field of research.

You can use our template to summarize and evaluate sources you’re thinking about using. Click on either button below to download.

Take notes and cite your sources

As you read, you should also begin the writing process. Take notes that you can later incorporate into the text of your literature review.

It is important to keep track of your sources with citations to avoid plagiarism . It can be helpful to make an annotated bibliography , where you compile full citation information and write a paragraph of summary and analysis for each source. This helps you remember what you read and saves time later in the process.

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To begin organizing your literature review’s argument and structure, be sure you understand the connections and relationships between the sources you’ve read. Based on your reading and notes, you can look for:

• Trends and patterns (in theory, method or results): do certain approaches become more or less popular over time?
• Themes: what questions or concepts recur across the literature?
• Debates, conflicts and contradictions: where do sources disagree?
• Pivotal publications: are there any influential theories or studies that changed the direction of the field?
• Gaps: what is missing from the literature? Are there weaknesses that need to be addressed?

This step will help you work out the structure of your literature review and (if applicable) show how your own research will contribute to existing knowledge.

• Most research has focused on young women.
• There is an increasing interest in the visual aspects of social media.
• But there is still a lack of robust research on highly visual platforms like Instagram and Snapchat—this is a gap that you could address in your own research.

There are various approaches to organizing the body of a literature review. Depending on the length of your literature review, you can combine several of these strategies (for example, your overall structure might be thematic, but each theme is discussed chronologically).

Chronological

The simplest approach is to trace the development of the topic over time. However, if you choose this strategy, be careful to avoid simply listing and summarizing sources in order.

Try to analyze patterns, turning points and key debates that have shaped the direction of the field. Give your interpretation of how and why certain developments occurred.

If you have found some recurring central themes, you can organize your literature review into subsections that address different aspects of the topic.

For example, if you are reviewing literature about inequalities in migrant health outcomes, key themes might include healthcare policy, language barriers, cultural attitudes, legal status, and economic access.

Methodological

If you draw your sources from different disciplines or fields that use a variety of research methods , you might want to compare the results and conclusions that emerge from different approaches. For example:

• Look at what results have emerged in qualitative versus quantitative research
• Discuss how the topic has been approached by empirical versus theoretical scholarship
• Divide the literature into sociological, historical, and cultural sources

Theoretical

A literature review is often the foundation for a theoretical framework . You can use it to discuss various theories, models, and definitions of key concepts.

You might argue for the relevance of a specific theoretical approach, or combine various theoretical concepts to create a framework for your research.

Like any other academic text , your literature review should have an introduction , a main body, and a conclusion . What you include in each depends on the objective of your literature review.

The introduction should clearly establish the focus and purpose of the literature review.

Depending on the length of your literature review, you might want to divide the body into subsections. You can use a subheading for each theme, time period, or methodological approach.

As you write, you can follow these tips:

• Summarize and synthesize: give an overview of the main points of each source and combine them into a coherent whole
• Analyze and interpret: don’t just paraphrase other researchers — add your own interpretations where possible, discussing the significance of findings in relation to the literature as a whole
• Critically evaluate: mention the strengths and weaknesses of your sources
• Write in well-structured paragraphs: use transition words and topic sentences to draw connections, comparisons and contrasts

In the conclusion, you should summarize the key findings you have taken from the literature and emphasize their significance.

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An Improved Adaptive Neuro-fuzzy Inference Framework for Lung Cancer Detection and Prediction on Internet of Medical Things Platform

• Research Article
• Open access
• Published: 02 September 2024
• Volume 17 , article number  228 , ( 2024 )

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• S. L. Jany Shabu 1 ,
• J. Refonaa 1 ,
• Saurav Mallik   ORCID: orcid.org/0000-0003-4107-6784 2 , 3 ,
• D. Dhamodaran 1 ,
• L. K. Joshila Grace 1 ,
• Amel Ksibi 4 ,
• Manel Ayadi 4 &
• Tagrid Abdullah N. Alshalali 4  

It has become increasingly difficult for medical practitioners to recognize illness in recent years due to the emergence of new diseases from their myriad causes on a daily basis. Due in large part to inadequate diagnostic and monitoring infrastructure, a substantial amount of illness and death are associated with lung cancer (LC). The aim of the paper is to find lung cancer early and help patients receive curative treatment. Quitting smoking or never starting is the best way to mitigate the potential for disease-related death. As a result, cutting-edge detection and monitoring technologies must be developed to enable rapid, accurate, and timely diagnosis. Fuzzy logic (FL) is one of the best approaches to modeling complex and uncertain systems; therefore, it helps us deal with these challenges. Fuzzy expert system for lung cancer [FES-LC] detection and prediction on Internet of medical things (IoMT) is employed to overcome the challenges. Hence, an enhanced adaptive neuro-fuzzy inference framework [ANF-IF] is proposed in the current research. The cloud-based application of an adaptive neuro-fuzzy inference system yields four risk categories: not at risk, slightly at risk, moderately at risk, and severely at risk. New methods and theoretical frameworks have made it possible to diagnose LC in its earliest stages with the help of magnetic nanoparticles (MNPs), which allow researchers to overcome the limitations of conventionally slow diagnostic efficiency. The proposed system exhibits a precision of 93.4%, accuracy of 95.1%, specificity of 90.6%, sensitivity of 92.8%, false positive rate of 0.22%, false negative ratio of 0.18%, and classification accuracy of 98.2%. The proposed method outperforms all methods and provides better lung cancer detection accuracy than others.

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1 Introduction

By the year 2020, cancer will have claimed the lives of roughly 10 million people worldwide. Chewing tobacco, smoking cigarettes, and being around radioactive materials (such as asbestos) or dangerous radiation (such as radon gas) are among the leading causes of LC [ 1 ]. Nearly 80% of all cases of LCs were diagnosed in former or current smokers, making it the leading cause of death among this group [ 2 ]. It can inform medical strategies for prioritizing the degree of care, designing policy linked to vaccinations, and other similar endeavors, as well as aid in the design of targeted testing of individuals [ 3 ]. This allows medical facilities to more efficiently distribute scarce resources like intensive care unit (ICU) care, diagnostic testing, and mechanical ventilation to those who need them most [ 4 ]. A growing body of literature over the past decade has emphasized the dramatic shift toward early LC detection and tracking in clinical settings [ 5 ]. Electronic health records and other data from remote medical equipment and handheld gadgets are examples of the vast amounts of raw data made available by the Internet of things (IoT) [ 6 ].

One of the leading causes of death worldwide is lung cancer. Lung cancer has a greater mortality rate than breast, colon, and prostate cancers combined [ 7 ]. High likelihood that these preexisting nodules are malignant makes their detection an important clinical indicator for the diagnosis of lung cancer [ 8 ]. The difficulty in early and precise detection of LC is exacerbated by the changing nature of the tumor landscapes [ 9 ]. Because of their excellent tissue-penetrating properties, nanoparticle-based detection methods are urgently needed [ 10 ]. Without a doubt, LC diagnostics at an early stage will play a pivotal role in cancer care. The most common form of LC, accounting for 85% of all cases, is called non-small cell lung carcinoma (NSCLC), while lung carcinoid tumors (LCTs) and small cell lung carcinomas (SCLCs) make up the remaining 15% [ 11 ].Patients with SCLC have a far higher rate of malignant cell proliferation into other regions of the body compared to those with NSCLC, making SCLC a much more severe form of LC [ 12 ]. The key dividing line between small cell lung cancer and non-small cell lung cancer is the tumor’s size and rate of growth [ 13 ].While low-, intermediate-, and high-grade neuroendocrine tumors are recognized, the WHO study discovered that LC lacked a globally approved histopathological grading system for early identification and follow-up [ 14 ]. Large cell carcinoma, on the other hand, is typically included in the high-grade tumor category despite being a lepidic cancer. Metastases from small cell lung cancer typically spread to the primary and secondary bronchi [ 15 ].

This work summarizes the challenges of researching magnetic nanoparticles (MNPs) as testing and tracking tools for detecting LC at an early stage [ 16 ]. The Internet of medical things (IoMT) is a developing system that facilitates the instantaneous distribution of data regarding medical tools and health supplies to anyone who has a true need for it [ 17 ]. Data from clinical devices are now transmitted to the doctor's computer via the Internet of medical things. Mobile healthcare program detects lung cancer response in real time and presents modifications based on patient reaction [ 18 ].Because of the potential for human error and the need of making the most of available resources, it makes sense to develop an expert system for the prediction of resource utilization in LC patients [ 19 ]. The research provides a novel approach to expert systems based on fuzzy modeling and indirect methods of rule extraction via clustering. A number of classification strategies, including NB, CBR, DT, and KNN, are implemented with the development of a fuzzy expert system. Finally, evaluate the efficacy and F-measure of these methods [ 20 ].

The paper's most significant findings are as follows:

Need for innovative detection and monitoring systems that can facilitate quick, precise, and prompt diagnosis. Because fuzzy logic (FL) is the best method for modeling complex and uncertain systems, it aids us in meeting these issues.

With the use of the IoMT and a fuzzy expert system for lung cancer (FES-LC), one can detect and predict cases of lung cancer.

It is suggested that the risk of cancer categories can be detected using an adaptive neuro-fuzzy inference framework [ANF-IF]. Using magnetic nanoparticles (MNPs), a new method of early detection and increased diagnostic efficiency is being developed.

To examine the accuracy, mean absolute error, recall, aberrant pattern prediction rate with IoMT platform.

This outline serves as the basis for the rest of the paper. Lung cancer detection methods and historical context are discussed in Sects.  1 and 2 . In Sect.  3 , the fuzzy expert system for lung cancer tumor prediction is outlined. Section  4 presents the empirical evidence for the hypotheses tested. Future directions are discussed to wrap up the research in Sect.  5 .

2 Literature Review

In this part, we take a look back at the most recent work done by scientists all over the globe.

Vidhya, K et al. [ 21 ] proposed multi-disease analysis by utilizing modified adaptive neuro-fuzzy inference system (M-ANFIS). The medical sector has been profoundly impacted by BD due to the volume, difficulty, and high volatility of healthcare data sources. Even if the function of BD analytical methodologies, platforms, and tools is realized across many domains, the impact on medical organizations for possible applications in healthcare reveals lucrative research opportunities. The healthcare BD starts out in the initial processing stage. In this phase, the healthcare BD dataset is integrated and its data formats are identified.

Jena, S. R et al. [ 22 ] elaborated a classification scheme, kernel-based non-Gaussian convolutional neural network (KNG-CNN), which is used to create a classification technique for detecting lung cancer using CT scans. KNG-CNN has a total of six layers: one completely connected, two convolutional, and three mixing. When a false positive or error occurs, it is diagnosed using a kernel-based non-Gaussian calculation. Before performing feature extraction, pictures from the Preprocessing the Lung Image Database Consortium (LIDC-IDRI) dataset involve an ROI-based separation performed using the efficient CLAHE method. Segmentation is followed by the extraction of morphological characteristics.

Gupta, A et al. [ 2 ] delivered an intelligent cyber-physical healthcare framework [ICPHF] in accordance with the interconnected cloud, fog, and things using a combination of soft computing and data fusion. IoT-based sensors, EMRs, and user devices all contribute to the data collection process in the proposed system. The fog layer, made up of many nodes, analyzes data on the most specific symptoms of encephalitis to classify potential instances of encephalitis in actual time and trigger an alarm if a life-threatening medical emergency occurs. For further in-depth data analysis, a multi-stage processing strategy is used as well by the cloud layer.

Rastogi, A et al. [ 23 ] introduced, with the use of magnetic nanoparticles, fresh nanotechnology techniques and conceptual models [NT–CM] which have enabled the possibility of LC detection at the beginning stage. Here, we will discuss the promising future of MNP-based monitoring and tracking systems for LC diagnosis, focusing on their state-of-the-art advancements. Current difficulties in the detection of LC at the beginning may be alleviated through the combination of contrast conventional diagnostic procedures such as bronchoscopy, CT, PET, SPECT, MRI, and transthoracic biopsy with MNP-based modern tools for diagnosis including micro-chips, smart sensors, indicators detection, data mining, nanotheranostics, deep learning, and an Internet of things platform.

Sadat Asl, A. A et al. [ 24 ] delivered fuzzy logic (FL) as one of the best approaches to describing complicated, uncertain systems. Here, the plan is to leverage FL’s benefits when deciding which critical care unit (CCU) cases to treat. It is a fuzzy expert system of the interval type-2 variety in this work used to predict whether or not COVID-19 patients will need to be admitted to the intensive care unit. In addition, an ANFIS is created to aid in this task of prediction. The findings of these fuzzy logic are then compared to those obtained using more conventional classification strategies such as naive Bayes, case-based reasoning, decision tree, and K-nearest neighbor.

Alsiddiky, A et al. [ 25 ] incorporated using the hierarchical hidden Markov random field model (HHMRF) an efficient early diagnosis and treatment of vertebral tumor prediction. The implementation of HHMRF and threshold approaches for tumor detection in imaging of the IoM using MRI platform is the primary motivation behind this study. By applying computing, HHMRF facilitates the coordination of the last section of homogenous tissue sections in a vertebral tumor while retaining the boundaries between distinct tissue constituents. The proposed method has been shown to outperform cutting-edge methods for detecting and segmenting stenosis of the lumbar spine with neural networks that are deep in experimental settings.

Several well-known models, including M-ANFIS, KNG-CNN, ICPHF, NT–CM, FL, and HHMRF, can be improved with some modification. The following are the research gaps identified in the research area. There has been very little investigation into combining several imaging techniques for thorough and precise lung cancer diagnosis. There has not been enough study of the temporal aspects of lung cancer diagnosis, such as using longitudinal imaging information to monitor tumor development over time. Insufficient attention has been paid to uncertainty estimates and confidence intervals in lung cancer detection designs, despite their importance for clinical and decision-making applications. There has been inadequate analysis of the effects of false positives and negatives on patient results and clinical processes in lung cancer diagnosis. The created models' limited interpretability and explainability have hampered their acceptability and reliability in clinical settings.

2.1 Research Gap Analysis

Hence, the proposed system employs an adaptive neural fuzzy inference framework on the IoMT platform for lung cancer detection is one way to address the demand for better models. For complex systems where the fuzzy method might fail, fuzzy rules, along with member functions, might be generated using neurological systems that are fuzzy. Because of this, the system's speed and precision are hampered. The dependability of the system can be improved because of the neural network’s (NN) ability to adapt to new input until the result is the same as desired. So, the health state of an individual is determined using a method that combines fuzzy logic with the adaptability of NN. Mean absolute error, recall, and aberrant pattern prediction rate for useful approaches can be improved with detection to an unprecedented degree.

The proposed adaptive neuro-fuzzy inference system addresses the shortcomings of conventional methods by combining the advantages of fuzzy logic, neural networks, and machine learning to improve the accuracy and resilience of lung cancer diagnosis.

3 Materials and Methods

3.1 materials.

The dataset used here for analysis is taken with the help of the given link as shown below.

1. https://www.frontiersin.org/articles/ https://doi.org/10.3389/fdgth.2020.609349/full

2. https://www.degruyter.com/document/doi/ https://doi.org/10.1515/med-2020-0028/html

3.2 Methods

Here, the methodology used is a fuzzy expert system for lung cancer (FES-LC) to detect and forecast outcomes over the IoMT. For this reason, the current research suggests an upgraded adaptive neuro-fuzzy inference framework [ANF-IF].

4 Proposed Methodology

4.1 fuzzy expert system for lung cancer.

In the developing world, the healthcare industry is one of the largest in terms of both revenue and jobs [ 27 ]. Records, regulations, compliance, and patient care all contributed to the massive amounts of data, and it has generated over time [ 30 ]. A lot of focus has been put on the use of MNPs in diagnostic and monitoring systems recently. Detection and imaging benefit greatly from MNPs due to their distinctive properties and deep penetrating capacity [ 28 ].

Health monitoring, support for clinical choices and many other healthcare and medical jobs stand to benefit greatly from the availability of more and better data and population health management. A massive amount of data has been produced since the advent of digital equipment in the medical and healthcare fields, and it is growing at a rate that is unprecedented [ 31 ].

4.2 Data Analytics for Disease Analysis

Figure  1 shows the proposed framework for detection of disease using data analytics. The examination of manifold diseases with ANF-IF is the primary focus of this paper. There is a preliminary screening phase in the healthcare industry [ 32 ]. The healthcare dataset's preprocessing phase includes locating its various data formats and integrating them. The preprocessed dataset is used to extract features at this time. The features are used to determine whether or not the patient has the condition. Country, disease, age, year, symptoms, birth/death rates, medication information, etc., are all examples of features [ 33 ].

Proposed framework for detection

The results and their counts are calculated in the feature extraction stage. The entropy is then calculated [ 34 ]. Finally, ANF-IF is used to analyze the overlapping disorders. The entropy of healthcare is clustered in the present research. The system evaluates a wide range of disorders, including those of the respiratory system, the bacterial system, the chronic system, and the infectious system, with a focus on lung-based infections [ 35 ].

4.3 Risk Factor Analysis

It is the most important part of the Internet of things infrastructure, because it uses accurate predictive data analysis to pinpoint potential dangers in encephalitis cases. For the prediction data analysis, an ANFI-style adaptive neuro-fuzzy inference system is used [ 36 ]. Artificial neural networks with fuzzy inference (ANFI) is a soft computing method that combines the best qualities of ANNs and FISs. It combines the fast and efficient learning skills of fuzzy systems with cognitive skills including the storage and retrieval of information of ANN [ 37 ]. In the suggested framework, ANFIS is trained with varying numbers of datasets’ most crucial features.

Figure  2 shows the layered architecture of ANF-IF, with the diagnostic and tracking system recommended for lung issues. Both the real world and the virtual world are used in the model’s conceptualization [ 38 ]. In the first realm (the real world), numerous entities collect data on patients’ geographical locations, medical histories, and demographics [ 39 ]. In contrast, cyberspace is in charge of real-time data processing and analysis for cancer risk prediction [ 40 ]. With CPS, every room has its own unique set of parts that work together to accomplish a certain goal. The system's goals have two domains such as “Physical space” and “Cyber space,” respectively, these areas of the cyber-physical methods are described in further detail [ 41 ].

Layered architecture of ANF-IF

Figure  3 shows the flowchart for the lung cancer detection system using segmentation and feature extraction.

Flowchart for the lung cancer detection system

4.3.1 Physical Space

Accurate data collection on a number of relevant parameters is crucial to the stability of any healthcare system [ 42 ]. Therefore, knowledge of the many elements that either directly or indirectly contribute to the risk of viral illness is required for reliable risk prediction [ 43 ]. Our suggested approach integrates information from a wide variety of sources to gather data, e.g., EMRs, IoT-based wireless sensors placed in the user's immediate area, and mobile-collected patient reports [ 44 ].

EMR : Patients who have already signed up to use the healthcare system will have their treatment and medical history entered into an electronic medical record.

IoT sensors : Data on the user’s health, environment, and demographics can be gathered through the use of Internet of things-based wireless monitoring devices put in close proximity to the user [ 45 ]. At regular intervals, these sensors perform sensing, gather data, and send it to a central processing unit (CPU) or intelligent portal. Hence, to aggregate data and facilitate communication between two separate areas, gateway devices such as smartphones and routers can be used. Extensive user data is collected from a variety of sources, including IoT-based wireless detectors in the immediate area of users, EMR, and mobile devices. Data about the user's well-being, surrounding environment, and other pertinent factors are collected and uploaded to a remote server for analysis [ 46 ].

4.3.2 Cyber Space

Cyberspace’s two levels, fog and cloud, allow for the collection of information from a wide variety of real-world sources, as well as the facilitation of a wide variety of analysis and analytical procedures. The goal of the fog layer is to perform near-real-time local data analytics utilizing a network of fog nodes. In contrast, the cloud layer is in charge of thorough data analysis because of its superior capacity for storing data and conducting analyses [ 47 ].

The goal of the fog layer is to execute local data analytics, such as classification of data in real time and the creation of alerts, at the edge of networks. The suggested paradigm divides users into two groups, “normal” and “infected,” based on their health status. Users who fall into the “normal” category have generally healthy conditions that do not call for special attention. However, the abnormality of the patient is determined by the infected class, and medical personnel must respond quickly [ 34 ].

From the above Eqs. ( 1 ) and ( 2 ), \(\text{C}\) and \(\text{N}\) indicate the total number of groups and links between groups. \(\text{y}- {\text{y}}_{\text{j}}\) finds the closest neighbor to y and computes their Euclidean distance \({\text{y}}_{\text{j}}\) . \({\text{f}}_{\text{ij}}\) indicates the pattern's imprecise degree of fuzzy membership \({\text{y}}_{\text{j}}\) to a set of class i. \({\text{f}}_{\text{i}}\left(\text{y}\right)\) indicates the assigned pattern's imprecise degree of fuzzy membership \({\text{y}}_{\text{j}}\) to a set of class i. \(\text{S}\) is the setting for the level of fuzziness and is chosen between 1 and \(\infty\) .

As a result, the cloud layer is implemented as a safeguard to carry out such operations. The cloud layer in the provided framework serves various purposes. The six primary elements are as follows: information fusion; data preprocessing; feature choice; risk variable calculation; alert generation; and storage in the cloud [ 48 ].

4.3.3 Information Fusion

Information acquired from various sources, such as Internet of things-based sensors that do not require wiring or portable software, is combined with preexisting records in this section. To improve categorization and prediction, data fusion combines multiple data sources into one. Different fusion strategies exist, and they typically combine information at either the level of features or level of choice. The initial data is gathered from a network of wireless medical sensors put in close proximity to patients. Parameters associated with viral diseases are measured by these sensors, including core body temperature, blood pressure, glucose levels, and more. Complete information on the chronicle of the patient’s health, treatments, etc., is saved in the patient's electronic medical records, which are then combined with the collected data. Finally, the features obtained from the combination of EMR and data sensitive to viral infections are saved in a comma-separated value (.csv) file. As a result, data fusion yields a novel dataset with optimally balanced characteristics. The suggested model is trained and validated using this dataset.

4.3.4 Data Preprocessing

There is a considerable likelihood of noise and missing values in the raw data obtained from a variety of disparate sources. Predictive accuracy may be impacted if such data were provided directly to machine learning systems. Raw data quality and forecast precision are both enhanced by the application of multiple data preparation techniques in our proposed framework, including the process of normalization, cleansing of data, and missing information filtering.

in which D represents the main collection of data, while \({\text{D}}_{\text{NS}}\) is the set that is normalized and has data ranges [0–1], achieving great accuracy.

\({\text{D}}_{\text{min}}\) and \({\text{D}}_{\text{max}}\) show the lowest and highest possible numbers in the data set.

\({\text{V}}_{\text{max}}\text{ and }{\text{V}}_{\text{min}}\) represent the values 0 and 1, respectively.

When data preparation methods are applied, the resulting information is spotless, uniform, and free of noise, making it ideal for use in the feature selection process. Accuracy is achieved through the above equation.

4.3.5 Feature Selection

Before being used for modeling, features go through a series of feature selection procedures. The goal of feature selection is to reduce the large feature set to a manageable size while maintaining as high a level of forecast accuracy as possible. This eliminates the issue of overfitting by decreasing the variance and eliminating redundant features in the dataset.

Figure  4 shows the lung CT image classification process as per the sequence of flow in segmentation and detection process.

Lung CT Image classification process

4.3.6 Determination of Risk Factors Using the ANF-IF

The ANF-IF is the backbone of cloud computing and uses powerful predictive data analysis to spot red flags in individual lung cancer cases. Predictive analysis was carried out using a neuro-fuzzy inference system (ANF-IF). Adaptive neural fuzzy inference framework (ANF-IF) is a soft computing method that combines the best of ANNs with IFs. It combines the speed and accuracy of ANN’s knowledge representation and reasoning with the flexibility of fuzzy systems’ learning. ANF-IF has been trained in the proposed framework with varying numbers of the most important features from various datasets.

The required feature set is fed into ANF-IF, and from there, the users are classified as either.

moderate risk,

Due to its volume and inherent complexity, healthcare data analytics is a challenging endeavor. This makes it challenging to break down large datasets into more manageable chunks.

Equation ( 4 ) shows that \(\text{FS}\) is the measurement of file size and \(\text{R}({\sum_{\text{i}=1}^{\text{N}}({\text{F}}_{\text{f}})}_{\text{i}})\) denotes the parameter rearrangement \(\text{R}\) for every record format denoted by \({\text{F}}_{\text{f}}\) . The mean absolute error is achieved through the equation above.

where Eq. ( 5 ) shows the intended dataset which consists of \(\text{t}\) number of documents and \(\{ {\text{D}}_{1}, {\text{D}}_{2},{\text{D}}_{3}\dots \dots ..{\text{D}}_{\text{t}}\}\) indicates the document in the dataset.

The values collected in the preprocessing phase are used to calculate the entropy. The entropy of a system is its mean informational state. The entropy is a random variable whose expected value or average is the number of items in each category of data.

\(\text{E}\) is the entropy which is calculated as shown in Eq. ( 6 ), where \(P\) is the probability of selecting 1 as set D. Multi-disease analysis makes use of the acquired entropy values. Recall rate is obtained through the entropy mentioned above.

4.3.7 ANF-IF

Incorporating a fuzzy model into the framework for adaptive learning, ANF-IF promotes both learning and adaptation. This framework shown in Fig.  5 makes ANF-IF modeling much more systematic and less reliant on expert knowledge. It has five layers named Layer 1, Layer 2, Layer 3, Layer 4, and Layer 5. There are both fixed nodes and adaptive nodes spread throughout each ANF-IF layer. In the ANF-IF design, the circle stands for the fixed nodes and the square for the flexible ones. Here is a breakdown of each layer and its associated description.

Organization of ANF-IF

4.3.7.1 Layer 1

Input nodes are found in this layer, and they are all connected to a membership function.

This layer’s output is the inputs’ fuzzy membership quality and is represented in Eq. ( 7 ).

where \(\text{y}\) denotes the data that is fed into a node \(\text{k}\) , \({\text{T}}_{\text{k}}\) indicates the linguistic tags corresponding to node roles. \(\text{OL}\) represents the output of the layer. \(\emptyset _{{T_{k} }} ~\) represents the function of participation of \({\text{T}}_{\text{k}}\) and shows the level of satisfaction achieved. Pattern prediction is observed in Eq. ( 7 ). There are eight Layer 1 inputs that can be fuzzed to form the scenario examined for calculating case-specific risk factors, which are as follows:

Body temperature \(\left(bt\right)\) : Includes four fuzzy sets based on the consumer's internal heat level (in Celsius).

for k = 1,2,3,4 {T1 = low risk, T1 = normal, T1 = moderate risk and T1 = high risk}.

Blood pressure \(\left(bp\right)\) : Contains three fuzzy sets, each of which specifies the user's blood pressure (in mmHg).

for k = 1, 2, 3{P1 = low risk, P2 = moderate risk and P3 = high risk}.

Level of oxygen (ol) : Includes three fuzzy sets specifying the user's oxygen percentage.

for k = 1, 2, 3{C1 = no risk, C2 = low risk and C3 = moderate risk}.

Level of glucose (gl) : Contains three fuzzy sets based on the users' glucose levels (in milligrams per deciliter).

for k = 1, 2, 3{D1 = low risk, D2 = moderate risk and D3 = high risk}.

Personality level (pl) : Including two fuzzy groups that are determined by the users' character traits. It may consist of irritation, blurred vision, and bug bites.

for k = 1, 2{G1 = Yes and G2 = No}.

Impairment (P) : Indicates either user have partial or complete paralysis. This information is partitioned into two fuzzy groups.

for k = 1, 2{H1 = yes, H2 = no}.

4.3.7.2 Layer 2

This part is made up of stationary nodes (here represented by circles) that perform the product operation to determine the rule's threshold and given by Eq. ( 14 ) as follows:

4.3.7.3 Layer 3

The normalized firing strength is determined by this layer, which is made up of fixed nodes denoted by the letter N. This layer’s output is represented as.

where n indicates the sum total of regulations.

4.3.7.4 Layer 4

Each adaptive node in this layer produces an output that is the product of the standardized record value input and the layer above it. \({{w}_{k}}^{-}\) a first-order polynomial is given as shown:

In Eq. ( 16 ), \({a}_{k}, {b}_{k},{c}_{k}\) indicate the modifiable parameters which are consequent.

4.3.7.5 Layer 5

This layer has a single node—the fixed node, denoted by S and generates the final output by adding up the inputs from the preceding layers indicated by Eq. ( 17 ).

Eight core indicators (core temperature of the body, core BP, core level of oxygen, core level of glucose, core personality, and core paralysis) make up the first layer of a neuro-fuzzy inference system that adapts to early risk detection. All of these vertices detail the most important signs and symptoms that consumers report. Crisp values are transformed into fuzzy sets using a triangle membership function. Adjusting the parameters of the premises and the consequences is the focus of the adaptive nodes included in Layers 1 and 4, and a hybrid learning approach is utilized to train the network. Training will proceed until a predetermined threshold is reached for the mistake rate. ANF-IF forecasts cancer risk once the model is trained and the results are classified as zero risk, some risk, moderate risk, or high risk.

The above algorithm indicates the alert generation for the risk analysis. This feature is helpful since it can transmit information about the patient's present condition to the monitoring staff in real time. The alert generation algorithm explains its functionality. ANF-IF is used to calculate the risk factor for cancer progression. If an immediate threat is detected, an alert is issued to the nearest medical personnel and hospitals. The patient's location is provided as well to ensure an ambulance can be sent straight to the patient's location to pick him up as soon as possible. The caregivers are made aware of the patients' conditions when the risk is low or uncertain.

4.4 Magnetic Nanoparticles

Superparamagnetic characteristics provide MNPs another use: as direct diagnostic agents. The unique pharmacokinetic features, MRI comparison, ease of synthesis and scalability, surface modifiability, low toxicity, and biocompatibility of MNPs make them a great material for LC diagnosis, leading to widespread interest in their use in oncology. The core region of MNPs determines the magnetic properties, and particles as small as 100 nm demonstrate their superparamagnetic nature. Depending on the type of organic unit being studied, MNPs can be anywhere from a few nanometers in length (in the case of proteins and genes) to as much as 100 nm (in the case of cells). In this article, M-ANFIS is used primarily for the analysis of manifold illnesses. Preprocessing is an early stage in the process in healthcare. In the preprocessing phase, the healthcare dataset is integrated and its data formats are identified. The preprocessed dataset is used to extract features at this time. Whether or not a patient has the condition can be determined using the features.

Benefits of MNPs stem from their diminutive size, which facilitates their widespread dissemination within a network or in close proximity to a specific target site. However, safer core materials (magnetite [Fe3O4] or magnetite [Fe2O3]), are the interior cores of MNPs which have typically composed of iron, cobalt, and nickel, with a wide range of biodegradable coverings and that are utilized to conceal the toxic cores. In addition to the luciferase and fluorescence protein molecules, there are a variety of other luminescent markers which can be used to identify cells as contrast agents. Therefore, these fluorescent markers can be used in optical imaging techniques.

Figure  6 shows the concept of MNP in Patient for Cancer Detection System. Directing cells or cell components to their designated areas is facilitated by the magnetic drug targeting (MDT) strategy. MNPs are widely used to mark cells by co incubation to achieve this goal. Three different mechanisms allow MNPs to cross the cell membrane: endocytosis, diffusion that is passive, and antibody mediated outside interaction. If a static magnetic field were applied from the outside, magnetized cells would be drawn to the area of injury. High magnetic flux density and an electromagnet were used to create an electromagnetic gradient of up to 72 T/m at the pole tip. Ferro fluid solutions containing chemotherapy or cancer-fighting agents were conjugated to MNPs and infused into the arteries to reach the location of the tumor. A magnetic field from the outside directs the particles and their medicinal payload to the site of the tumor. It is not necessary to tailor the MNPs to each potential medication in this case. Since MNPs are highly effective MRI contrast agents, their migration can be detected by magnetic resonance imaging (MRI).

Concept of MNP in patient for cancer detection system

4.5 Lung Cancer Detection

125 instances are considered from the Radiology Department’s CT scan database, with tumor labels marked by seasoned respiratory specialists, and pathology reports to go along with them. Each image is sent through a multi-level grading system consisting of trained graders with ever higher levels of skill to verify and correct image labels prior to training. The initial quality control screening of CT images is performed by the first-level scorer, who is responsible for manually flagging tumor spots and clipping tumor areas out of the pictures.

In these, different types of cancers and tumors are identified from left to right as follows:

Fig.  7 a)—ISA (adenocarcinoma). b)—SCLC (small cell lung cancer). c)—SCC (squamous cell cancer). d)—IA (invasive adenocarcinoma).

CT scans for different forms of lung cancer

By applying residual learning to every few stacked layers in a residual neural network, gradient disappearance and gradient explosion are alleviated. The residual model is shown in Fig.  8 . The input value and leftover value is the output value, which have the first layer of linear transformation and activation. As shown, the parameter value is sent through the network with a residual and used as the input to the active function before the subsequent layer is triggered. A shortcut connection is formed when Y is added before the second activation. With residual networks, deep network training is possible because the network is built using modules known as residual models. A deep neural network's efficiency is greatly improved by its residual connections. Each residual unit's structure matches that of the framework as a whole, which consists of a layers of padding, pooling, and dropout in addition to a convolution layer with filters, 16 residuals with filtration systems, and two fully connected layers. Predictions of input image type and cancer subtype are made in the final output layer.

Illustration of a residual block in schematic form

5 Results and Discussion

5.1 experimental setup.

It was modeled in MATLAB 2018a with an i7 CPU and 6 GB of RAM. 70% of the (randomly selected) photos were utilized to develop this autonomous learning system, while the remaining 30% were used to evaluate it from the lung tumor dataset [ 29 ]. Because the research deals with a balanced database (each category has the same amount of observations), the system’s decision-making will be lesser susceptible to category bias.

5.2 Dataset

There are 25,000 histopathology pictures divided into five categories in this collection. All of the JPEG files are 768 pixels on the longest side. In total, 750 images of lung tissue (250 benign lung tissue, 250 lung adenocarcinomas, and 250 lung squamous cell carcinomas) and 500 images of colon tissue (250 benign colon tissue, 250 colon adenocarcinomas) were generated from a sample of HIPAA-compliant and validated sources and augmented to 25,000 using the Augmentor package. The specified dataset is taken from the link given.

https://github.com/tampapath/lung_colon_image_set

https://www.kaggle.com/datasets/andrewmvd/lung-and-colon-cancer-histopathological-images

Analyses such as accuracy, mean absolute error, recall, and abnormal pattern prediction rate and performance comparison are used in this part to assess the IoMT data for lung cancer in healthcare. As may be shown from the foregoing, FES-LC is superior to alternative approaches when applied to CT scanned pictures.

Mean absolute error.

Abnormal pattern prediction rate.

Table  1 displays the user accuracy rate of the proposed framework for IoT healthcare data for the provided samples. Parameters employed by the proposed model for mapping are shown above.

The mean absolute error rate for user input in the proposed framework for IoT healthcare data is shown in Table  2 . The mapping parameters used by the proposed model are displayed on the top. When compared to other approaches, FES-LC stands out due to its low error rate.

Table 3 presents the results of an examination of the suggested framework for IoT healthcare data using the samples supplied. The mapping parameters used by the proposed model are displayed on the top.

The foregoing evidence suggests that ANF-IF is superior to alternative approaches when applied to CT-scanned pictures. While it is useful for feature selection and classification, there are circumstances when it does not provide optimality in cancer prediction and where it poses a danger when predicting values connected to feature selection because of the if–then rules it employs to couple inputs and outputs. The suggested methodology FES-LC outperforms various well-known models, such as M-ANFIS, KNG-CNN, ICPHF, NT–CM, FL, and HHMRF, in terms of efficiency and accuracy.

Each model is compared to the rest in terms of its error detection rate, technical performance, and precision and accuracy. In addition to M-ANFIS and KNG-CNN, other existing models include NT–CM, FL, HHMRF, and ICPHF. Based on the findings, it appears that FES-LC should be used in conjunction with simulations and the MNP approach for data definition and prediction to achieve high accuracy, high performance, and high prediction with rapid recall rate.

5.3 Accuracy Analysis

Accuracy was measured in the manner shown in Fig.  9 . The Y-axis represents the analysis precision, while the X-axis displays the total number of nodes. The data contributes to enhanced detection accuracy. FES-LC outperforms competing models in assessing, predicting, and monitoring cancer. As a result, it is more accurate than the alternatives existing in present. This is achieved from Eq. ( 3 ).

Accuracy analysis

5.4 Mean Absolute Error Analysis

The average percentage of errors made by users of the proposed framework for IoT healthcare data is shown in Fig.  10 . The mapping parameters used by the suggested model may be seen. Here, FES-LC excels since it produces significantly less errors than the alternatives. The mean absolute error is achieved through Eq. ( 4 ).

Mean absolute error analysis

5.5 Recall Rate Analysis

The proportion of recalled data in the suggested framework is depicted in Fig.  11 . The mapping parameters used by the proposed model are displayed on the top. When compared to other methods currently in use, FES-LC stands out due to its superior recall rate. Recall rate is obtained through the entropy mentioned in Eq. ( 6 ).

Recall rate analysis

5.6 Pattern Prediction Analysis

The pattern prediction analysis of the suggested framework for data of provided samples is shown in the graph in Fig.  12 . The mapping parameters used by the suggested model are shown. FES-LC excels in this area because it has a greater pattern prediction ratio than other approaches currently in use. Pattern prediction is observed in Eq. ( 7 ).

Pattern prediction analysis

5.7 Performance Analysis

The graph in Fig.  13 depicts the results of a performance analysis of the proposed framework using data from the provided samples. Parameters for the proposed model are depicted graphically. When compared to other methods already in use, FES-LC stands out due to its superior accuracy, recall rate, pattern prediction, and low error rate. This is achieved through the various performance factors given in Eq. ( 8 ) to Eq. ( 13 ).

Performance analysis

The algorithm proposed in this study employs a 2D-DWT for the purpose of feature extraction. This approach offers a more comprehensive representation of lung images compared to conventional methods. The algorithm utilizes image segmentation methods to isolate the lung parenchyma region and eliminates any background interference, thereby enhancing the precision of feature analysis. The utilization of ANFIS for classification integrates the benefits of fuzzy logic and neural networks, leading to a classification model characterized by enhanced robustness and accuracy. The algorithm that has been proposed incorporates a combination of texture-based features and classical feature fusion and selection, thereby augmenting the model's ability to distinguish between different classes. The integration of 2D-DWT and ANFIS methods resulted in improved accuracy in the classification of lung cancer.

In this part, the ML-LCDS approach that has been presented is constructed, including the selection and extraction of features as well as the classification process. The ML method is used to enhance the accuracy of the feature categorization process, which in turn improves the accuracy of detection and prediction. The algorithm integrates CNN into evaluating the malignancy of pulmonary nodules, thereby enhancing the overall effectiveness of the lung cancer classification system. In the next part, the findings of the program are analyzed, and a comparison is made between those results and the models that are already in use.

6 Conclusion

The use of ANF-IF for the diagnosis of lung cancer is the focus of this research. It is first put through a preliminary processing phase. The entropy value is extracted from the features that were extorted. At the end of the process, ANF-IF is used to analyze the disorders. The outcomes of the experiments are analyzed and compared to other methods currently in use. Metrics for precision, recall, prediction, and error are used to evaluate the proposed FES-LC method against state-of-the-art alternatives. The research's design ensures the most precise detection of lung nodules through a very reliable categorization strategy. The complete research procedure is tested in a simulated setting, demonstrating that the suggested research method, FES-LC, can guarantee lung nodule prediction with less computational burden than current methods. To improve performance in the long run, we have moved it using hybrid datasets and ensured that it met all of the relevant performance metrics. The tested outcomes proved the proposed method to be superior. In this comprehensive research, the topics covered include the history of diagnosing LC, the current state of systems for early LC detection and monitoring based on MNPs, the various contents of possible MNPs, and their synthesis. Enhancements to MNP-based diagnostic tools for earlier, faster, and more accurate presentation of LC cancer diagnosis, and achieved accuracy of 97.5% and minimal absolute error rate. Future research could consider including more data types (including recorders, cameras, microphones, sensors, and satellites) into patient prioritizing and severity level assignment.

Data Availability

The dataset used here for analysis was taken with the help of the links: https://www.frontiersin.org/articles/ https://doi.org/10.3389/fdgth.2020.609349/full and https://www.degruyter.com/document/doi/ https://doi.org/10.1515/med-2020-0028/html . In addition, the specified dataset was taken from the links: https://github.com/tampapath/lung_colon_image_set and https://www.kaggle.com/datasets/andrewmvd/lung-and-colon-cancer-histopathological-images .

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This paper has been supported by Princess Nourah bint Abdulrahman University Researchers Supporting Project number (PNURSP2024R512), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia.

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S. L. Jany Shabu, J. Refonaa, D. Dhamodaran & L. K. Joshila Grace

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S.L.J.S., J.R., and S.M. designed the method, D.D. and L.K.J.G. performed experiments and wrote the manuscript. S.M., A.K., M.A., and T.A.N.A. reviewed and edited the manuscript.

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Shabu, S.L.J., Refonaa, J., Mallik, S. et al. An Improved Adaptive Neuro-fuzzy Inference Framework for Lung Cancer Detection and Prediction on Internet of Medical Things Platform. Int J Comput Intell Syst 17 , 228 (2024). https://doi.org/10.1007/s44196-024-00635-0

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DOI : https://doi.org/10.1007/s44196-024-00635-0

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