parts of definition research paper

Research Paper

• Icon Calendar 11 June 2024
• Icon Page 2825 words
• Icon Clock 13 min read

A research paper is a product of seeking information, analysis, human thinking, and time. Basically, when scholars want to get answers to questions, they start to search for information to expand, use, approve, or deny findings. In simple words, research papers are results of processes by considering writing works and following specific requirements. Besides, scientists study and expand many theories, developing social or technological aspects of human science. However, in order to provide a quality product, they need to know the definition of such a work, its characteristics, type, structure, format, and how to write it in 7 steps.

What Is a Research Paper and Its Purpose

According to its definition, a research paper is a detailed and structured academic document that presents an individual’s analysis, interpretation, or argument based on existing knowledge and literature. The main purpose of writing a research paper is to contribute to existing literature, develop critical thinking and scientific skills, support academic and professional growth, share findings, demonstrate knowledge and competence, and encourage lifelong learning (Wankhade, 2018). Moreover, such a work is one of the types of papers where scholars analyze questions or topics, look for secondary sources, and write papers on defined themes. For example, if an assignment is to write about some causes of global warming or any other topic, a person must write a research proposal on it, analyzing important points and credible sources (Goodson, 2024). Although essays focus on personal knowledge, writing a scholarly document means analyzing sources by following academic standards. In turn, scientists must meet the strict structure of research papers (Busse & August, 2020). As such, writers need to analyze their topics, start to search for sources, cover key aspects, process credible articles, and organize final studies properly. However, a research paper’s length can vary significantly depending on its academic level and purpose.

• Length: Typically 2-10 pages.
• Word Count: Approximately 500-2,500 words.
• Length: Usually 10-30 pages.
• Word Count: Around 2,500-7,500 words.
• Length: Master’s theses are generally 40-80 pages, while doctoral dissertations can be 100-300 pages or more.
• Word Count: Master’s theses are typically 10,000-20,000 words, and doctoral dissertations can range from 20,000-100,000 words, depending on the discipline and complexity.
• Length: Generally 8-12 pages for short articles, but review articles and comprehensive studies can be longer.
• Word Count: Approximately 3,000-8,000 words.
• Length: Usually 5-10 pages.
• Word Count: Around 2,000-4,000 words.
• Length: Typically 6-12 pages.
• Word Count: Approximately 2,500-6,000 words.
• Length: Varies widely, often 20-100 pages.
• Word Count: Around 5,000-30,000 words.
• Length: Generally 5-15 pages.
• Word Count: Approximately 2,000-5,000 words.
• Length: Varies, usually 20-40 pages per chapter.
• Word Count: Around 5,000-10,000 words.
• Length: Typically 100-300 pages.
• Word Count: Approximately 30,000-100,000 words.

Research Characteristics

Any type of work must meet some standards. By considering a research paper, this work must be written accordingly. In this case, their main characteristics are the length, style, format, and sources (Graham & McCoy, 2014). Firstly, the study’s length defines the number of needed sources to be analyzed. Then, the style must be formal and cover impersonal and inclusive language (Graham & McCoy, 2014). Moreover, the format means academic standards of how to organize final works, including its structure and norms. Finally, sources and their number define works as research papers because of the volume of analyzed information (Graham & McCoy, 2014). Hence, these characteristics must be considered while writing scholarly documents. In turn, general formatting guidelines are:

• Use a standard font (e.g., Times New Roman, 12-point).
• Double-space the text.
• Include 1-inch margins on all sides.
• Indent the first line of each paragraph.
• Number all pages consecutively, usually in the upper right corner.

Types of Research Papers

In general, the length of assignments can be different because of instructions. For example, there are two main types of research papers, such as typical and serious works. Firstly, a typical research paper may include definitive, argumentative, interpretive, and other works (Goodson, 2024). In this case, typical papers are from 2 to 10 pages, where students analyze study questions or specific topics. Then, a serious research composition is the expanded version of typical works. In turn, the length of such a paper is more than 10 pages (Wankhade, 2018). Basically, such works cover a serious analysis with many sources. Therefore, typical and serious works are two types that scholars should consider when writing their documents.

Typical Research Works

Basically, typical research works depend on assignments, the number of sources, and the paper’s length. So, this composition is usually a long essay with the analyzed evidence. For example, students in high school and college get such assignments to learn how to research and analyze topics (Goodson, 2024). In this case, they do not need to conduct serious experiments with the analysis and calculation of data. Moreover, students must use the Internet or libraries in searching for credible secondary sources to find potential answers to specific questions. As a result, students gather information on topics and learn how to take defined sides, present unique positions, or explain new directions (Goodson, 2024). Hence, they require an analysis of primary and secondary sources without serious experiments or data.

Serious Research Studies

Although long papers require a lot of time for finding and analyzing credible sources, real experiments are an integral part of research work. Firstly, scholars at universities need to analyze the information from past studies to expand or disapprove of topics (Wankhade, 2018). Then, if scholars want to prove specific positions or ideas, they must get real evidence. In this case, experiments can be surveys, calculations, or other types of data that scholars do personally. Moreover, a dissertation is a serious research paper that young scientists write based on the analysis of topics, data from conducted experiments, and conclusions at the end of work (Wankhade, 2018). Thus, they are studies that take a lot of time, analysis of sources with gained data, and interpretation of results.

The structure and format of research papers depend on assignment requirements. In fact, when students get their assignments and instructions, they need to analyze specific research questions or topics, find reliable sources, and write final works. Basically, their structure and format consist of the abstract, outline, introduction, literature review, methodology, results, discussion, recommendations, limitations, conclusion, acknowledgments, and references (Graham & McCoy, 2014). However, students may not include some of these sections because of assigned instructions that they have and specific types they must follow. For instance, if instructions are not supposed to conduct real experiments, the methodology section can be skipped because of the data’s absence. In turn, the structure of the final work consists of:

Join our satisfied customers who have received perfect papers from Wr1ter Team.

🔸 The First Part of a Research Study

Abstract or Executive Summary means the first section of a research paper that provides the study’s purpose, its questions or suggestions, and main findings with conclusions. Moreover, this paragraph of about 150 words should be written when the whole work is finished already (Graham & McCoy, 2014). Hence, abstract sections should describe key aspects of studies, including discussions about the relevance of findings.

Outline or Table of Contents serves as a clear map of the structure of a study.

Introduction provides the main information on problem statements, the indication of methodology, important findings, and principal conclusion. Basically, this section covers rationales behind the work or background research, explanation of the importance, defending its relevance, a brief description of experimental designs, defined study questions, hypotheses, or key aspects (Busse & August, 2020). Hence, scholars should provide a short overview of their studies.

🔸 Literature Review and Research or Experiment

Literature Review is needed for the analysis of past studies or scholarly articles to be familiar with research questions or topics. For example, this section summarizes and synthesizes arguments and ideas from scholarly sources without adding new contributions (Scholz, 2022). In turn, this part is organized around arguments or ideas, not sources.

Methodology or Materials and Methods covers explanations of research designs. Basically, techniques for gathering information and other aspects related to experiments must be described in a research paper. For instance, students and scholars document all specialized materials and general procedures (Turbek et al., 2016). In this case, individuals may use some or all of the methods in further studies or judge the scientific merit of the work. Moreover, scientists should explain how they are going to conduct their experiments.

Results mean the gained information or data after the study or experiment. Basically, scholars should present and illustrate their findings (Turbek et al., 2016). Moreover, this section may include tables or figures.

🔸 Analysis of Findings

Discussion is a section where scientists review the information in the introduction part, evaluate gained results, or compare it with past studies. In particular, students and scholars interpret gained data or findings in appropriate depth. For example, if results differ from expectations at the beginning, scientists should explain why that may have happened (Turbek et al., 2016). However, if results agree with rationales, scientists should describe theories that the evidence is supported.

Recommendations take their roots from a discussion section where scholars propose potential solutions or new ideas based on obtained results. In this case, if scientists have any recommendations on how to improve this research so that other scholars can use evidence in further studies, they must write what they think in this section (Graham & McCoy, 2014). Besides, authors can provide their suggestions for further investigation after their evaluations.

Limitations mean a consideration of research weaknesses and results to get new directions. For instance, if scholars find any limitations in their studies that may affect experiments, scholars must not use such knowledge because of the same mistakes (Busse & August, 2020). Moreover, scientists should avoid contradicting results, and, even more, they must write them in this section.

🔸 The Final Part of a Conducted Research

Conclusion includes final claims of a research paper based on findings. Basically, this section covers final thoughts and the summary of the whole work. Moreover, this section may be used instead of limitations and recommendations that would be too small by themselves (Wankhade, 2018). In this case, scientists do not need to use headings as recommendations and limitations.

Acknowledgments or Appendix may take different forms, from paragraphs to charts. In this section, scholars include additional information about what they did.

References mean a section where students, scholars, or scientists provide all used sources by following the format and academic rules.

How to Write a Research Paper in 7 Steps

Writing any research paper requires following a systematic process. Firstly, writers need to select a focused topic they want to analyze. To achieve this objective, comprehensive preliminary research must be conducted to gather credible and relevant sources (Scholz, 2022). After reviewing the existing literature, writers must develop a clear and concise thesis statement sentence to guide the direction of their studies. Then, organizing the main arguments and evidence into a detailed outline ensures a coherent structure. In turn, the initial draft should be started with a compelling introduction, proceeded with body paragraphs that substantiate the thesis through analysis, and ended with a conclusion that underscores the study’s importance (Turbek et al., 2016). Basically, concluding the work by summarizing the findings and emphasizing the significance of the study is crucial. Moreover, revising and editing for content, coherence, and clarity ensures quality (Busse & August, 2020). Finally, proofreading for grammatical accuracy and ensuring adherence to the required formatting guidelines is necessary before submitting the final paper. Hence, when starting a research paper, writers should do the next:

Step 1: Choose a Topic

• Select a Broad Subject: Begin by identifying a specific subject or theme of interest.
• Narrow Down Your Topic: Focus on a specific aspect of the subject or theme to make your examination more focused.
• Establish the Background: Do a preliminary analysis of sources to ensure there is enough information available and refine your topic further.
• Formulate a Research Question : Create a first draft of a clear, concise research question or thesis statement to guide your study.

Step 2: Conduct Preliminary Analysis

• Gather Credible Sources: Use books, academic journals, scholarly articles, reputable websites, and other primary and secondary sources.
• Choose Only Relevant Sources: Review chosen sources for their content and pick only relevant ones.
• Take Notes: Organize your notes, highlighting key points and evidence and how they relate to your initial thesis.
• Create an Annotated Bibliography: Summarize each source in one paragraph and note how it will contribute to your paper.

Step 3: Develop a Working Thesis Statement

• Be Specific: Revise your initial thesis, making it a working one, outlining the main argument or position of your paper.
• Make It Debatable: Ensure that your working thesis presents a viewpoint that others might challenge or debate.
• Be Concise: Write your working thesis statement in one or two sentences.
• Stay Focused: Your working thesis must be focused and specific.

Step 4: Create an Outline

• Beginning: Outline your opening paragraph, including your working thesis statement.
• Middle Sections : Separate your body into sections with headings for each main point or argument and include sub-points and supporting evidence.
• Ending: Plan your concluding section to summarize your findings and restate your thesis in the light of the evidence presented.
• The List of Sources: Finish your outline by providing citation entries of your sources.

Step 5: Write the First Draft

• Introduction: Start with an engaging opening, provide background information, and state your thesis.
• Body Section: Each body paragraph should focus on a single idea and start with a specific topic sentence, followed by evidence and analysis that supports your thesis.
• Conclusion: Summarize your arguments, restate the importance of your topic, and suggest further investigation, analysis, examination, or possible implications.
• Reference Page: Include the list of references used in your first draft.

Step 6: Revise and Edit

• Content Review: Check for clarity, coherence, and whether each part supports your thesis.
• Structure and Flow: Ensure logical flow of ideas between sections and paragraphs.
• Grammar and Style: Correct grammatical errors, improve sentence structure, and refine your writing style.
• Citations: Ensure all sources are correctly cited in your chosen citation style (APA, MLA, Chicago/Turabian, Harvard, etc.).

Step 7: Finalize Your Paper

• Proofread: Carefully proofread for any remaining errors or typos.
• Format: Ensure your paper adheres to the required format, including title page, headers, font, and margins.
• Reference List: Double-check your bibliography, reference, or works cited page for accuracy.
• Submit: Make sure to submit your paper by the deadline.

In conclusion, a research paper is a formal academic document designed to provide a detailed analysis, interpretation, or argument based on in-depth study. Its structured format includes providing opening components, such as the abstract, outline, and introduction; study aspects, such as literature review, methodology, and results; analysis of findings, such as discussion, recommendations, and limitations; and final parts, such as conclusion, acknowledgments, appendices, and references. Understanding the essential elements and adhering to academic standards ensures the creation of a well-organized and meaningful research paper.

Busse, C., & August, E. (2020). How to write and publish a research paper for a peer-reviewed journal. Journal of Cancer Education , 36 (5), 909–913. https://doi.org/10.1007/s13187-020-01751-z

Goodson, P. (2024). Becoming an academic writer: 50 exercises for paced, productive, and powerful writing . Sage.

Graham, L., & McCoy, I. (2014). How to write a great research paper: A step-by-step handbook. Incentive Publications by World Book.

Scholz, F. (2022). Writing and publishing a scientific paper. ChemTexts , 8 (1), 1–7. https://doi.org/10.1007/s40828-022-00160-7

Turbek, S. P., Chock, T. M., Donahue, K., Havrilla, C. A., Oliverio, A. M., Polutchko, S. K., Shoemaker, L. G., & Vimercati, L. (2016). Scientific writing made easy: A step‐by‐step guide to undergraduate writing in the Biological Sciences. The Bulletin of the Ecological Society of America , 97 (4), 417–426. https://doi.org/10.1002/bes2.1258

Wankhade, L. (2018). How to write and publish a research paper: A complete guide to writing and publishing a research paper . Independent Published.

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.

Start Writing With Jenni Today!

Sign up for a free Jenni AI account today. Unlock your research potential and experience the difference for yourself. Your journey to academic excellence starts here.

Try Jenni for free today

Create your first piece of content with Jenni today and never look back

How to Write a Research Paper: Parts of the Paper

• Choosing Your Topic
• Citation & Style Guides This link opens in a new window
• Critical Thinking
• Evaluating Information
• Parts of the Paper
• Writing Tips from UNC-Chapel Hill
• Librarian Contact

Parts of the Research Paper Papers should have a beginning, a middle, and an end. Your introductory paragraph should grab the reader's attention, state your main idea, and indicate 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 your 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 and focus 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 your 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 writer's 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. . .

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.

• << Previous: Evaluating Information
• Next: Research >>
• Last Updated: Feb 13, 2024 8:35 AM
• URL: https://libguides.ucc.edu/research_paper

• Search This Site All UCSD Sites Faculty/Staff Search Term
• Contact & Directions
• Climate Statement
• Cognitive Behavioral Neuroscience
• Cognitive Psychology
• Developmental Psychology
• Social Psychology
• Adjunct Faculty
• Non-Senate Instructors
• Researchers
• Psychology Grads
• Affiliated Grads
• New and Prospective Students
• Honors Program
• Experiential Learning
• Programs & Events
• Psi Chi / Psychology Club
• Prospective PhD Students
• Current PhD Students
• Area Brown Bags
• Colloquium Series
• Anderson Distinguished Lecture Series
• Speaker Videos
• Undergraduate Program
• Academic and Writing Resources

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.

Back to top  

• Formatting Research Papers
• Using Databases and Finding References
• What Types of References Are Appropriate?
• Evaluating References and Taking Notes
• Citing References
• Writing a Literature Review
• Writing Process and Revising
• Improving Scientific Writing
• Academic Integrity and Avoiding Plagiarism
• Writing Research Papers Videos

• Foundations
• Write Paper

Search form

• Experiments
• Anthropology
• Self-Esteem
• Social Anxiety

• Research Paper >

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.

• Psychology 101
• Flags and Countries
• Capitals and Countries

Martyn Shuttleworth (Jun 5, 2009). Parts of a Research Paper. Retrieved Aug 11, 2024 from Explorable.com: https://explorable.com/parts-of-a-research-paper

You Are Allowed To Copy The Text

The text in this article is licensed under the Creative Commons-License Attribution 4.0 International (CC BY 4.0) .

This means you're free to copy, share and adapt any parts (or all) of the text in the article, as long as you give appropriate credit and provide a link/reference to this page.

That is it. You don't need our permission to copy the article; just include a link/reference back to this page. You can use it freely (with some kind of link), and we're also okay with people reprinting in publications like books, blogs, newsletters, course-material, papers, wikipedia and presentations (with clear attribution).

Want to stay up to date? Follow us!

Check out the official book.

Learn how to construct, style and format an Academic paper and take your skills to the next level.

(also available as ebook )

Save this course for later

Don't have time for it all now? No problem, save it as a course and come back to it later.

Footer bottom

• Privacy Policy

• Subscribe to our RSS Feed
• Like us on Facebook
• Follow us on Twitter

What is Research?: Parts of a Research Article

• The Truth about Research
• Research Steps
• Evaluating Sources
• Parts of a Research Article

While each article is different, here are some common pieces you'll see in many of them...

• The title of the article should give you some clues as to the topic it addresses.
• The abstract allows readers to quickly review the overall content of the article. It should give you an idea of the topic of the article, while also providing any key details--such as the questions address in the article and the general results of the studies conducted.
• The introduction introduces the general topic and provides some background information, eventually narrowing it down to the specific issues addressed in the article.
• The literature review describes past research on the topic and relates it to the specific topic covered by the article.  Not all articles will have a literature review.
• The methods section addresses the research design and methodology used by the author to come to the conclusions they have in this article.  This gives others the ability to replicate the study.  Not all articles will have this, since there will be many articles that don't involve an actual study.
• The results section presents the results of any studies or analysis that has been conducted.  Not all articles will have this, either.
• The discussion/conclusion addresses the implications or future of the field.  It may also address where future research is needed.
• The list references or bibliography is the alphabetized list of resources used for the article.  The format of the citations is often determined by what that field's preferred format is.  Common citations formats include APA, Chicago, and MLA.  This is a necessity in an article--and it helps you identify more possible resources for your own paper.
• Components of a Research Paper Useful site that goes more in depth on these sections.
• Parts of a Citation A really wonderful site by the Nash Community College Library.
• << Previous: Evaluating Sources
• Last Updated: Jul 20, 2017 9:23 PM
• URL: https://libguides.uno.edu/whatisresearch

The Plagiarism Checker Online For Your Academic Work

Start Plagiarism Check

Editing & Proofreading for Your Research Paper

Get it proofread now

Online Printing & Binding with Free Express Delivery

Configure binding now

• 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

Your Step to Success

Plagiarism Check within 10min

Printing & Binding with 3D Live Preview

Parts of a Research Paper

How do you like this article cancel reply.

Save my name, email, and website in this browser for the next time I comment.

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.

• ✓ Post a picture on Instagram
• ✓ Get the most likes on your picture
• ✓ Receive up to $300 cash back

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.

Paper printing & binding

You are already done writing your research paper and need a high quality printing & binding service? Then you are right to choose BachelorPrint! Check out our 24-hour online printing service. For more information click the button below :

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:

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.

Extremely satisfied, excellent deal with delivery in less than 24h. The print...

We use cookies on our website. Some of them are essential, while others help us to improve this website and your experience.

• External Media

Individual Privacy Preferences

Cookie Details Privacy Policy Imprint

Here you will find an overview of all cookies used. You can give your consent to whole categories or display further information and select certain cookies.

Accept all Save

Essential cookies enable basic functions and are necessary for the proper function of the website.

Show Cookie Information Hide Cookie Information

Statistics cookies collect information anonymously. This information helps us to understand how our visitors use our website.

Content from video platforms and social media platforms is blocked by default. If External Media cookies are accepted, access to those contents no longer requires manual consent.

Privacy Policy Imprint

• U.S. Locations
• UMGC Europe
• Learn Online
• Find Answers
• 855-655-8682
• Current Students

Online Guide to Writing and Research

The research process, explore more of umgc.

• 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

By using our website you agree to our use of cookies. Learn more about how we use cookies by reading our  Privacy Policy .

• 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.

• << Previous: Choosing a Topic
• Next: Find Books >>
• Last Updated: Jul 11, 2024 2:00 PM
• Subjects: Education
• Tags: education , education_paper , education_research_paper

Writing A Research Paper: A Guide

• Journal of Universal College of Medical Sciences 9(01):76-81
• 9(01):76-81
• CC BY-NC 4.0

• Universal College of Medical Sciences

• This person is not on ResearchGate, or hasn't claimed this research yet.

Abstract and Figures

Discover the world's research

• 25+ million members
• 160+ million publication pages
• 2.3+ billion citations
• Jürgen Horst Mottok

• Fabian Engl

• Int J Sports Phys Ther

• TV Perneger
• PM Hudelson
• Colin Neville
• J Midwest Mod Lang Assoc
• Joseph Gibaldi
• Walter S. Achtert
• E D Kallestinova
• Recruit researchers
• Join for free
• Login Email Tip: Most researchers use their institutional email address as their ResearchGate login Password Forgot password? Keep me logged in Log in or Continue with Google Welcome back! Please log in. Email · Hint Tip: Most researchers use their institutional email address as their ResearchGate login Password Forgot password? Keep me logged in Log in or Continue with Google No account? Sign up

• USC Libraries
• Research Guides

Organizing Your Social Sciences Research Paper

• 8. The Discussion
• Purpose of Guide
• Design Flaws to Avoid
• Independent and Dependent Variables
• Glossary of Research Terms
• Reading Research Effectively
• Narrowing a Topic Idea
• Broadening a Topic Idea
• Extending the Timeliness of a Topic Idea
• Academic Writing Style
• Applying Critical Thinking
• Choosing a Title
• Making an Outline
• Paragraph Development
• Research Process Video Series
• Executive Summary
• The C.A.R.S. Model
• Background Information
• The Research Problem/Question
• Theoretical Framework
• Citation Tracking
• Content Alert Services
• Evaluating Sources
• Primary Sources
• Secondary Sources
• Tiertiary Sources
• Scholarly vs. Popular Publications
• Qualitative Methods
• Quantitative Methods
• Insiderness
• Using Non-Textual Elements
• Limitations of the Study
• Common Grammar Mistakes
• Writing Concisely
• Avoiding Plagiarism
• Footnotes or Endnotes?
• Further Readings
• Generative AI and Writing
• USC Libraries Tutorials and Other Guides
• Bibliography

The purpose of the discussion section is to interpret and describe the significance of your findings in relation to what was already known about the research problem being investigated and to explain any new understanding or insights that emerged as a result of your research. The discussion will always connect to the introduction by way of the research questions or hypotheses you posed and the literature you reviewed, but the discussion does not simply repeat or rearrange the first parts of your paper; the discussion clearly explains how your study advanced the reader's understanding of the research problem from where you left them at the end of your review of prior research.

Annesley, Thomas M. “The Discussion Section: Your Closing Argument.” Clinical Chemistry 56 (November 2010): 1671-1674; Peacock, Matthew. “Communicative Moves in the Discussion Section of Research Articles.” System 30 (December 2002): 479-497.

Importance of a Good Discussion

The discussion section is often considered the most important part of your research paper because it:

• Most effectively demonstrates your ability as a researcher to think critically about an issue, to develop creative solutions to problems based upon a logical synthesis of the findings, and to formulate a deeper, more profound understanding of the research problem under investigation;
• Presents the underlying meaning of your research, notes possible implications in other areas of study, and explores possible improvements that can be made in order to further develop the concerns of your research;
• Highlights the importance of your study and how it can contribute to understanding the research problem within the field of study;
• Presents how the findings from your study revealed and helped fill gaps in the literature that had not been previously exposed or adequately described; and,
• Engages the reader in thinking critically about issues based on an evidence-based interpretation of findings; it is not governed strictly by objective reporting of information.

Annesley Thomas M. “The Discussion Section: Your Closing Argument.” Clinical Chemistry 56 (November 2010): 1671-1674; Bitchener, John and Helen Basturkmen. “Perceptions of the Difficulties of Postgraduate L2 Thesis Students Writing the Discussion Section.” Journal of English for Academic Purposes 5 (January 2006): 4-18; Kretchmer, Paul. Fourteen Steps to Writing an Effective Discussion Section. San Francisco Edit, 2003-2008.

Structure and Writing Style

I.  General Rules

These are the general rules you should adopt when composing your discussion of the results :

• Do not be verbose or repetitive; be concise and make your points clearly
• Avoid the use of jargon or undefined technical language
• Follow a logical stream of thought; in general, interpret and discuss the significance of your findings in the same sequence you described them in your results section [a notable exception is to begin by highlighting an unexpected result or a finding that can grab the reader's attention]
• Use the present verb tense, especially for established facts; however, refer to specific works or prior studies in the past tense
• If needed, use subheadings to help organize your discussion or to categorize your interpretations into themes

II.  The Content

The content of the discussion section of your paper most often includes :

• Explanation of results : Comment on whether or not the results were expected for each set of findings; go into greater depth to explain findings that were unexpected or especially profound. If appropriate, note any unusual or unanticipated patterns or trends that emerged from your results and explain their meaning in relation to the research problem.
• References to previous research : Either compare your results with the findings from other studies or use the studies to support a claim. This can include re-visiting key sources already cited in your literature review section, or, save them to cite later in the discussion section if they are more important to compare with your results instead of being a part of the general literature review of prior research used to provide context and background information. Note that you can make this decision to highlight specific studies after you have begun writing the discussion section.
• Deduction : A claim for how the results can be applied more generally. For example, describing lessons learned, proposing recommendations that can help improve a situation, or highlighting best practices.
• Hypothesis : A more general claim or possible conclusion arising from the results [which may be proved or disproved in subsequent research]. This can be framed as new research questions that emerged as a consequence of your analysis.

III.  Organization and Structure

Keep the following sequential points in mind as you organize and write the discussion section of your paper:

• Think of your discussion as an inverted pyramid. Organize the discussion from the general to the specific, linking your findings to the literature, then to theory, then to practice [if appropriate].
• Use the same key terms, narrative style, and verb tense [present] that you used when describing the research problem in your introduction.
• Begin by briefly re-stating the research problem you were investigating and answer all of the research questions underpinning the problem that you posed in the introduction.
• Describe the patterns, principles, and relationships shown by each major findings and place them in proper perspective. The sequence of this information is important; first state the answer, then the relevant results, then cite the work of others. If appropriate, refer the reader to a figure or table to help enhance the interpretation of the data [either within the text or as an appendix].
• Regardless of where it's mentioned, a good discussion section includes analysis of any unexpected findings. This part of the discussion should begin with a description of the unanticipated finding, followed by a brief interpretation as to why you believe it appeared and, if necessary, its possible significance in relation to the overall study. If more than one unexpected finding emerged during the study, describe each of them in the order they appeared as you gathered or analyzed the data. As noted, the exception to discussing findings in the same order you described them in the results section would be to begin by highlighting the implications of a particularly unexpected or significant finding that emerged from the study, followed by a discussion of the remaining findings.
• Before concluding the discussion, identify potential limitations and weaknesses if you do not plan to do so in the conclusion of the paper. Comment on their relative importance in relation to your overall interpretation of the results and, if necessary, note how they may affect the validity of your findings. Avoid using an apologetic tone; however, be honest and self-critical [e.g., in retrospect, had you included a particular question in a survey instrument, additional data could have been revealed].
• The discussion section should end with a concise summary of the principal implications of the findings regardless of their significance. Give a brief explanation about why you believe the findings and conclusions of your study are important and how they support broader knowledge or understanding of the research problem. This can be followed by any recommendations for further research. However, do not offer recommendations which could have been easily addressed within the study. This would demonstrate to the reader that you have inadequately examined and interpreted the data.

IV.  Overall Objectives

The objectives of your discussion section should include the following: I.  Reiterate the Research Problem/State the Major Findings

Briefly reiterate the research problem or problems you are investigating and the methods you used to investigate them, then move quickly to describe the major findings of the study. You should write a direct, declarative, and succinct proclamation of the study results, usually in one paragraph.

II.  Explain the Meaning of the Findings and Why They are Important

No one has thought as long and hard about your study as you have. Systematically explain the underlying meaning of your findings and state why you believe they are significant. After reading the discussion section, you want the reader to think critically about the results and why they are important. You don’t want to force the reader to go through the paper multiple times to figure out what it all means. If applicable, begin this part of the section by repeating what you consider to be your most significant or unanticipated finding first, then systematically review each finding. Otherwise, follow the general order you reported the findings presented in the results section.

III.  Relate the Findings to Similar Studies

No study in the social sciences is so novel or possesses such a restricted focus that it has absolutely no relation to previously published research. The discussion section should relate your results to those found in other studies, particularly if questions raised from prior studies served as the motivation for your research. This is important because comparing and contrasting the findings of other studies helps to support the overall importance of your results and it highlights how and in what ways your study differs from other research about the topic. Note that any significant or unanticipated finding is often because there was no prior research to indicate the finding could occur. If there is prior research to indicate this, you need to explain why it was significant or unanticipated. IV.  Consider Alternative Explanations of the Findings

It is important to remember that the purpose of research in the social sciences is to discover and not to prove . When writing the discussion section, you should carefully consider all possible explanations for the study results, rather than just those that fit your hypothesis or prior assumptions and biases. This is especially important when describing the discovery of significant or unanticipated findings.

V.  Acknowledge the Study’s Limitations

It is far better for you to identify and acknowledge your study’s limitations than to have them pointed out by your professor! Note any unanswered questions or issues your study could not address and describe the generalizability of your results to other situations. If a limitation is applicable to the method chosen to gather information, then describe in detail the problems you encountered and why. VI.  Make Suggestions for Further Research

You may choose to conclude the discussion section by making suggestions for further research [as opposed to offering suggestions in the conclusion of your paper]. Although your study can offer important insights about the research problem, this is where you can address other questions related to the problem that remain unanswered or highlight hidden issues that were revealed as a result of conducting your research. You should frame your suggestions by linking the need for further research to the limitations of your study [e.g., in future studies, the survey instrument should include more questions that ask..."] or linking to critical issues revealed from the data that were not considered initially in your research.

NOTE: Besides the literature review section, the preponderance of references to sources is usually found in the discussion section . A few historical references may be helpful for perspective, but most of the references should be relatively recent and included to aid in the interpretation of your results, to support the significance of a finding, and/or to place a finding within a particular context. If a study that you cited does not support your findings, don't ignore it--clearly explain why your research findings differ from theirs.

V.  Problems to Avoid

• Do not waste time restating your results . Should you need to remind the reader of a finding to be discussed, use "bridge sentences" that relate the result to the interpretation. An example would be: “In the case of determining available housing to single women with children in rural areas of Texas, the findings suggest that access to good schools is important...," then move on to further explaining this finding and its implications.
• As noted, recommendations for further research can be included in either the discussion or conclusion of your paper, but do not repeat your recommendations in the both sections. Think about the overall narrative flow of your paper to determine where best to locate this information. However, if your findings raise a lot of new questions or issues, consider including suggestions for further research in the discussion section.
• Do not introduce new results in the discussion section. Be wary of mistaking the reiteration of a specific finding for an interpretation because it may confuse the reader. The description of findings [results section] and the interpretation of their significance [discussion section] should be distinct parts of your paper. If you choose to combine the results section and the discussion section into a single narrative, you must be clear in how you report the information discovered and your own interpretation of each finding. This approach is not recommended if you lack experience writing college-level research papers.
• Use of the first person pronoun is generally acceptable. Using first person singular pronouns can help emphasize a point or illustrate a contrasting finding. However, keep in mind that too much use of the first person can actually distract the reader from the main points [i.e., I know you're telling me this--just tell me!].

Analyzing vs. Summarizing. Department of English Writing Guide. George Mason University; Discussion. The Structure, Format, Content, and Style of a Journal-Style Scientific Paper. Department of Biology. Bates College; Hess, Dean R. "How to Write an Effective Discussion." Respiratory Care 49 (October 2004); Kretchmer, Paul. Fourteen Steps to Writing to Writing an Effective Discussion Section. San Francisco Edit, 2003-2008; The Lab Report. University College Writing Centre. University of Toronto; Sauaia, A. et al. "The Anatomy of an Article: The Discussion Section: "How Does the Article I Read Today Change What I Will Recommend to my Patients Tomorrow?” The Journal of Trauma and Acute Care Surgery 74 (June 2013): 1599-1602; Research Limitations & Future Research . Lund Research Ltd., 2012; Summary: Using it Wisely. The Writing Center. University of North Carolina; Schafer, Mickey S. Writing the Discussion. Writing in Psychology course syllabus. University of Florida; Yellin, Linda L. A Sociology Writer's Guide . Boston, MA: Allyn and Bacon, 2009.

Writing Tip

Don’t Over-Interpret the Results!

Interpretation is a subjective exercise. As such, you should always approach the selection and interpretation of your findings introspectively and to think critically about the possibility of judgmental biases unintentionally entering into discussions about the significance of your work. With this in mind, be careful that you do not read more into the findings than can be supported by the evidence you have gathered. Remember that the data are the data: nothing more, nothing less.

MacCoun, Robert J. "Biases in the Interpretation and Use of Research Results." Annual Review of Psychology 49 (February 1998): 259-287; Ward, Paulet al, editors. The Oxford Handbook of Expertise . Oxford, UK: Oxford University Press, 2018.

Another Writing Tip

Don't Write Two Results Sections!

One of the most common mistakes that you can make when discussing the results of your study is to present a superficial interpretation of the findings that more or less re-states the results section of your paper. Obviously, you must refer to your results when discussing them, but focus on the interpretation of those results and their significance in relation to the research problem, not the data itself.

Azar, Beth. "Discussing Your Findings."  American Psychological Association gradPSYCH Magazine (January 2006).

Yet Another Writing Tip

Avoid Unwarranted Speculation!

The discussion section should remain focused on the findings of your study. For example, if the purpose of your research was to measure the impact of foreign aid on increasing access to education among disadvantaged children in Bangladesh, it would not be appropriate to speculate about how your findings might apply to populations in other countries without drawing from existing studies to support your claim or if analysis of other countries was not a part of your original research design. If you feel compelled to speculate, do so in the form of describing possible implications or explaining possible impacts. Be certain that you clearly identify your comments as speculation or as a suggestion for where further research is needed. Sometimes your professor will encourage you to expand your discussion of the results in this way, while others don’t care what your opinion is beyond your effort to interpret the data in relation to the research problem.

• << Previous: Using Non-Textual Elements
• Next: Limitations of the Study >>
• Last Updated: Jul 30, 2024 10:20 AM
• URL: https://libguides.usc.edu/writingguide

the ninth world

Research This: What Are the 5 Parts of a Research Paper?

Do you need to write a research paper to complete your high school coursework? Do you need help with identifying the different parts of an APA research paper?

Conducting research is a key step in widening your awareness and learning . It follows a scientific process, making it applicable to studies beyond educational institutions. It makes research and studies useful in all fields like business, public knowledge, and more.

Here, we’ll discuss the parts of a research paper, focusing on five key parts and their subparts. We also included some tips on how to write a good research paper. Continue below to learn more: 

1. Parts of a Research Paper: The Problem and Its Background 

When writing a research paper, the first thing to do is to present the problem you aim to address. Include the background of the study in this part. Discuss what drove you to conduct this research.

The background of the study also often serves as an introduction. After giving the context and purpose of your study, state the problem. Go back to this part of the research paper when writing the title and questionnaire.

The next slice of information to share is the significance of the study. What benefits does the study offer and who will it benefit? Later, when you write your recommendations, review this part.

Give the assumptions of the study. In short, think about the possible outcomes of your research. It’s a good way to communicate to the readers your desired results at the end of the research. 

Next, define the scope and limitations of the study. You add more context to the study by determining its coverage. Finally, define the terms used in the study to help readers reach a deeper understanding.

2. Review of Related Literature

Once you have a background, context, and limits, present a review of the literature. It helps to avoid casting doubt on the impartiality of your study.

Among all the parts of a research paper (APA format), this section is one of the most exhausting. During this phase, you and your fellow researchers must read a lot. It’s draining if you’re not the type who likes reading but prefers experimentation.

Your goal is to look for evidence supporting or refuting your study. Provide organized data from related literature. Categorize them under various subheadings. 

Keep in mind that this part is a combination of all studies. Avoid putting a simple list of individual summaries. Integrate the supporting data with your goals and expectations. 

Other than summarization, paraphrase and write indirect speeches. Doing these practices help avoid plagiarizing others’ content. You must have the skill and good command of language and writing to accomplish this task. 

3. Research Method and Procedures

Next in the parts of a research paper is to present the methods and procedures used in the research. Write down how you did the study as well as the research methods. Qualitative research is a good example.

Include the steps of a qualitative research procedure when writing your methods. The section must explain why the method was the best choice for the study.

Follow it with the subjects of the study. Your goal is to describe your respondents. Include important details such as who they are, their demographics, where they’re from, and more. Ensure that these details are relevant to further your study.

Put the details of the instruments used in the study under the right section. In most studies, the instrument is a questionnaire. After that, write your data-gathering procedures.

Once you have these down, discuss your statistical treatment strategy. Include your sampling method, formulas, and other treatments. If you find this part difficult, don’t hesitate to get research paper help  from professionals. 

4. Presentation, Analysis, and Interpretation of the Gathered Data

Fourth among the essential parts of a research paper is the presentation of all the gathered data. The most common strategy is to tabulate all the data from the questionnaires. Don’t forget to describe the results you found in your study.

If your study used both qualitative and quantitative tools, describe their separate results. Interpretations of the data must accompany the tables and descriptions. If you don’t include the interpretations of the data, your audience won’t know your tables’ meaning.

Before interpreting the gathered data, analyze it well. For example, you’re writing these parts of a historical research paper. Don’t stop at describing the type of procedures and/or software that you used.

You should also try to formulate a conclusion based on the data you gathered. This leads us to the next and final part of a research paper. 

5. Summary, Conclusions, and Recommendations

Next, summarize the research paper, especially the data interpretations. Scan and reread the research paper to get a good idea of its contents. Keep the focus of the paper in mind.

In the conclusion, answer the earlier-stated problems. Here, you’ll prove or disprove your hypotheses and assumptions. Finally, include recommendations for further research, like focuses, actions, and other aspects. 

Does writing a research paper seem exhausting or taxing? While it may seem that way for people who aren’t fond of writing or documenting their work, it’s essential. Students and even non-students can learn from writing research papers . 

You learn how to gather and analyze data before making assumptions. Applying this in real life makes you a person with critical thinking skills. Research also promotes curiosity, the use of multiple sources, and better reading skills. 

Create a Conducive and Comprehensive Research Paper Today

Those are the different parts of a research paper and their subparts. Now you know the necessary components of your research paper. Use these to guide your writing process and make informative content.

Are you looking to supplement your writing knowledge? For more educational content on research and related topics, see our other guides now.

More Stories

Quick Property Division Tips 

THE AFTERMATH OF TAKING AN AVIATION TRAINING

Reasons to Choose a Career in Mechanical Engineering

You may have missed.

4 Things to Do After an Airplane Accident

Second Time Around: Choosing an Engagement Ring for a Second Marriage

The Complete Guide to Choosing the Right Fishing Charter

Tips to get the uae international driving license

Your Brief Guide to Efficient Personal Finance Planning

Welcome to 2024! Happy New Year!

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.

• << Previous: Writing Tips
• Next: Edit & Rewrite >>
• Last Updated: Feb 1, 2024 4:06 PM
• URL: https://library.hccc.edu/research_paper

Gabert Library

NHC Library

• Database A-Z
• Research Guides
• Citation Help
• Ask a Librarian
• Library Instruction
• Academic Liaisons
• Library Staff Login

Have a language expert improve your writing

Run a free plagiarism check in 10 minutes, generate accurate citations for free.

• Knowledge Base

Methodology

Research Methods | Definitions, Types, Examples

Research methods are specific procedures for collecting and analyzing data. Developing your research methods is an integral part of your research design . When planning your methods, there are two key decisions you will make.

First, decide how you will collect data . Your methods depend on what type of data you need to answer your research question :

• Qualitative vs. quantitative : Will your data take the form of words or numbers?
• Primary vs. secondary : Will you collect original data yourself, or will you use data that has already been collected by someone else?
• Descriptive vs. experimental : Will you take measurements of something as it is, or will you perform an experiment?

Second, decide how you will analyze the data .

• For quantitative data, you can use statistical analysis methods to test relationships between variables.
• For qualitative data, you can use methods such as thematic analysis to interpret patterns and meanings in the data.

Table of contents

Methods for collecting data, examples of data collection methods, methods for analyzing data, examples of data analysis methods, other interesting articles, frequently asked questions about research methods.

Data is the information that you collect for the purposes of answering your research question . The type of data you need depends on the aims of your research.

Qualitative vs. quantitative data

Your choice of qualitative or quantitative data collection depends on the type of knowledge you want to develop.

For questions about ideas, experiences and meanings, or to study something that can’t be described numerically, collect qualitative data .

If you want to develop a more mechanistic understanding of a topic, or your research involves hypothesis testing , collect quantitative data .

You can also take a mixed methods approach , where you use both qualitative and quantitative research methods.

Primary vs. secondary research

Primary research is any original data that you collect yourself for the purposes of answering your research question (e.g. through surveys , observations and experiments ). Secondary research is data that has already been collected by other researchers (e.g. in a government census or previous scientific studies).

If you are exploring a novel research question, you’ll probably need to collect primary data . But if you want to synthesize existing knowledge, analyze historical trends, or identify patterns on a large scale, secondary data might be a better choice.

Descriptive vs. experimental data

In descriptive research , you collect data about your study subject without intervening. The validity of your research will depend on your sampling method .

In experimental research , you systematically intervene in a process and measure the outcome. The validity of your research will depend on your experimental design .

To conduct an experiment, you need to be able to vary your independent variable , precisely measure your dependent variable, and control for confounding variables . If it’s practically and ethically possible, this method is the best choice for answering questions about cause and effect.

Prevent plagiarism. Run a free check.

Your data analysis methods will depend on the type of data you collect and how you prepare it for analysis.

Data can often be analyzed both quantitatively and qualitatively. For example, survey responses could be analyzed qualitatively by studying the meanings of responses or quantitatively by studying the frequencies of responses.

Qualitative analysis methods

Qualitative analysis is used to understand words, ideas, and experiences. You can use it to interpret data that was collected:

• From open-ended surveys and interviews , literature reviews , case studies , ethnographies , and other sources that use text rather than numbers.
• Using non-probability sampling methods .

Qualitative analysis tends to be quite flexible and relies on the researcher’s judgement, so you have to reflect carefully on your choices and assumptions and be careful to avoid research bias .

Quantitative analysis methods

Quantitative analysis uses numbers and statistics to understand frequencies, averages and correlations (in descriptive studies) or cause-and-effect relationships (in experiments).

You can use quantitative analysis to interpret data that was collected either:

• During an experiment .
• Using probability sampling methods .

Because the data is collected and analyzed in a statistically valid way, the results of quantitative analysis can be easily standardized and shared among researchers.

Receive feedback on language, structure, and formatting

Professional editors proofread and edit your paper by focusing on:

• Academic style
• Vague sentences
• Style consistency

See an example

If you want to know more about statistics , methodology , or research bias , make sure to check out some of our other articles with explanations and examples.

• Chi square test of independence
• Statistical power
• Descriptive statistics
• Degrees of freedom
• Pearson correlation
• Null hypothesis
• Double-blind study
• Case-control study
• Research ethics
• Data collection
• Hypothesis testing
• Structured interviews

Research bias

• Hawthorne effect
• Unconscious bias
• Recall bias
• Halo effect
• Self-serving bias
• Information bias

Quantitative research deals with numbers and statistics, while qualitative research deals with words and meanings.

Quantitative methods allow you to systematically measure variables and test hypotheses . Qualitative methods allow you to explore concepts and experiences in more detail.

In mixed methods research , you use both qualitative and quantitative data collection and analysis methods to answer your research question .

A sample is a subset of individuals from a larger population . Sampling means selecting the group that you will actually collect data from in your research. For example, if you are researching the opinions of students in your university, you could survey a sample of 100 students.

In statistics, sampling allows you to test a hypothesis about the characteristics of a population.

The research methods you use depend on the type of data you need to answer your research question .

• If you want to measure something or test a hypothesis , use quantitative methods . If you want to explore ideas, thoughts and meanings, use qualitative methods .
• If you want to analyze a large amount of readily-available data, use secondary data. If you want data specific to your purposes with control over how it is generated, collect primary data.
• If you want to establish cause-and-effect relationships between variables , use experimental methods. If you want to understand the characteristics of a research subject, use descriptive methods.

Methodology refers to the overarching strategy and rationale of your research project . It involves studying the methods used in your field and the theories or principles behind them, in order to develop an approach that matches your objectives.

Methods are the specific tools and procedures you use to collect and analyze data (for example, experiments, surveys , and statistical tests ).

In shorter scientific papers, where the aim is to report the findings of a specific study, you might simply describe what you did in a methods section .

In a longer or more complex research project, such as a thesis or dissertation , you will probably include a methodology section , where you explain your approach to answering the research questions and cite relevant sources to support your choice of methods.

Is this article helpful?

Other students also liked, writing strong research questions | criteria & examples.

• What Is a Research Design | Types, Guide & Examples
• Data Collection | Definition, Methods & Examples

More interesting articles

• Between-Subjects Design | Examples, Pros, & Cons
• Cluster Sampling | A Simple Step-by-Step Guide with Examples
• Confounding Variables | Definition, Examples & Controls
• Construct Validity | Definition, Types, & Examples
• Content Analysis | Guide, Methods & Examples
• Control Groups and Treatment Groups | Uses & Examples
• Control Variables | What Are They & Why Do They Matter?
• Correlation vs. Causation | Difference, Designs & Examples
• Correlational Research | When & How to Use
• Critical Discourse Analysis | Definition, Guide & Examples
• Cross-Sectional Study | Definition, Uses & Examples
• Descriptive Research | Definition, Types, Methods & Examples
• Ethical Considerations in Research | Types & Examples
• Explanatory and Response Variables | Definitions & Examples
• Explanatory Research | Definition, Guide, & Examples
• Exploratory Research | Definition, Guide, & Examples
• External Validity | Definition, Types, Threats & Examples
• Extraneous Variables | Examples, Types & Controls
• Guide to Experimental Design | Overview, Steps, & Examples
• How Do You Incorporate an Interview into a Dissertation? | Tips
• How to Do Thematic Analysis | Step-by-Step Guide & Examples
• How to Write a Literature Review | Guide, Examples, & Templates
• How to Write a Strong Hypothesis | Steps & Examples
• Inclusion and Exclusion Criteria | Examples & Definition
• Independent vs. Dependent Variables | Definition & Examples
• Inductive Reasoning | Types, Examples, Explanation
• Inductive vs. Deductive Research Approach | Steps & Examples
• Internal Validity in Research | Definition, Threats, & Examples
• Internal vs. External Validity | Understanding Differences & Threats
• Longitudinal Study | Definition, Approaches & Examples
• Mediator vs. Moderator Variables | Differences & Examples
• Mixed Methods Research | Definition, Guide & Examples
• Multistage Sampling | Introductory Guide & Examples
• Naturalistic Observation | Definition, Guide & Examples
• Operationalization | A Guide with Examples, Pros & Cons
• Population vs. Sample | Definitions, Differences & Examples
• Primary Research | Definition, Types, & Examples
• Qualitative vs. Quantitative Research | Differences, Examples & Methods
• Quasi-Experimental Design | Definition, Types & Examples
• Questionnaire Design | Methods, Question Types & Examples
• Random Assignment in Experiments | Introduction & Examples
• Random vs. Systematic Error | Definition & Examples
• Reliability vs. Validity in Research | Difference, Types and Examples
• Reproducibility vs Replicability | Difference & Examples
• Reproducibility vs. Replicability | Difference & Examples
• Sampling Methods | Types, Techniques & Examples
• Semi-Structured Interview | Definition, Guide & Examples
• Simple Random Sampling | Definition, Steps & Examples
• Single, Double, & Triple Blind Study | Definition & Examples
• Stratified Sampling | Definition, Guide & Examples
• Structured Interview | Definition, Guide & Examples
• Survey Research | Definition, Examples & Methods
• Systematic Review | Definition, Example, & Guide
• Systematic Sampling | A Step-by-Step Guide with Examples
• Textual Analysis | Guide, 3 Approaches & Examples
• The 4 Types of Reliability in Research | Definitions & Examples
• The 4 Types of Validity in Research | Definitions & Examples
• Transcribing an Interview | 5 Steps & Transcription Software
• Triangulation in Research | Guide, Types, Examples
• Types of Interviews in Research | Guide & Examples
• Types of Research Designs Compared | Guide & Examples
• Types of Variables in Research & Statistics | Examples
• Unstructured Interview | Definition, Guide & Examples
• What Is a Case Study? | Definition, Examples & Methods
• What Is a Case-Control Study? | Definition & Examples
• What Is a Cohort Study? | Definition & Examples
• What Is a Conceptual Framework? | Tips & Examples
• What Is a Controlled Experiment? | Definitions & Examples
• What Is a Double-Barreled Question?
• What Is a Focus Group? | Step-by-Step Guide & Examples
• What Is a Likert Scale? | Guide & Examples
• What Is a Prospective Cohort Study? | Definition & Examples
• What Is a Retrospective Cohort Study? | Definition & Examples
• What Is Action Research? | Definition & Examples
• What Is an Observational Study? | Guide & Examples
• What Is Concurrent Validity? | Definition & Examples
• What Is Content Validity? | Definition & Examples
• What Is Convenience Sampling? | Definition & Examples
• What Is Convergent Validity? | Definition & Examples
• What Is Criterion Validity? | Definition & Examples
• What Is Data Cleansing? | Definition, Guide & Examples
• What Is Deductive Reasoning? | Explanation & Examples
• What Is Discriminant Validity? | Definition & Example
• What Is Ecological Validity? | Definition & Examples
• What Is Ethnography? | Definition, Guide & Examples
• What Is Face Validity? | Guide, Definition & Examples
• What Is Non-Probability Sampling? | Types & Examples
• What Is Participant Observation? | Definition & Examples
• What Is Peer Review? | Types & Examples
• What Is Predictive Validity? | Examples & Definition
• What Is Probability Sampling? | Types & Examples
• What Is Purposive Sampling? | Definition & Examples
• What Is Qualitative Observation? | Definition & Examples
• What Is Qualitative Research? | Methods & Examples
• What Is Quantitative Observation? | Definition & Examples
• What Is Quantitative Research? | Definition, Uses & Methods

"I thought AI Proofreading was useless but.."

I've been using Scribbr for years now and I know it's a service that won't disappoint. It does a good job spotting mistakes”

Dissertation

Research Paper

• Testimonials

Research Papers

Dissertations

Term Papers

• February 2014
• January 2014
• December 2013
• November 2013
• December 2012
• February 2012
• January 2012
• September 2011
• August 2011
• February 2011
• January 2011
• October 2010
• September 2010
• August 2010
• February 2010
• January 2010
• December 2009
• November 2009
• October 2009
• September 2009

Parts of Research Paper: Definition and Guidelines

What are the main parts of a research paper how do they join together.

There are several parts that should be included in a research paper: title page, abstract, introduction, methodology chapter, body and conclusion. However, some of these parts may be optional, depending on the type and level of your paper. For example, you most likely will not be asked to write a methodology chapter for a small college paper, and the usage of a title page depends on the style of the paper, for example, APA or MLA. The parts of a research paper should be clearly connected with each other, that is to say, they should be arranged in the logical order and the paper should be structured in such a way that a reader could easily find all the necessary information there. In fact, the basic outline of a paper is a gradual description of your topic and its illustration by the examples.

This article is created to show you the excellent outline of a research paper and how to implement it in writing. Should you still have any difficulties writing research paper, you can order your research paper in the on-line custom system of P rof E ssays.com .

Quick Navigation through the Parts of Research Paper Page

Download free sample of the research paper structure.

• General Guidelines to a Research Paper Writing
• How We Can Help

Research Paper Title Page

• Research Paper Abstract
• Research Paper Introduction

Methodology and Framework Chapter

• Body Chapters

Research Paper Conclusion

General guidelines to a research paper writing:.

All sources, such as printed books, book chapters, newspaper articles and websites should be properly cited in the research paper writing.

Focus on your research paper topic.

• Except for an abstract, the main points must be written using different paragraphs.

Colloquial language must be avoided, do not address readers directly, and do not use informal words in writing research papers.

Key points must be written in logical order.

Make sure that you start each new paragraph with an indent.

Facts must be set out in present tense.

When you are given a research title be sure to identify the level of difficulties before forging ahead with your writing.

Define and declare the significance of a research paper before embarking on any research writing.

Understand the type of essay to use it in writing your research paper. For instance you could be given a research paper title that requires you to persuade, or argue. How would you do this?

Detailed information gathering is requested in writing a good research paper.

How we can help

Are you experiencing any difficulties in writing a research paper? Order a research paper from P rof E ssays.com at the reduced price. We offer only plagiarism-free papers and provide direct contact with experienced US and UK graduates. Our professional authors write only from scratch, and you can be fully confident that your paper will not be resold or published in the open Internet sources. We are in access 24/7 and guarantee full client and card security.

Writing is an academic activity that induces fear and trepidation in students because the failure to express their opinion and to present good writing skills will lead to the dire consequences among which there are low grades and eventual failure if this tendency is not ceased immediately. Which therefore means that the segments that make up a research paper must be complete and well presented to result in a well written research paper, so a writer ought to learn how to identify, define and apply the parts that make up a research paper.

One of the parts of a research paper is the title page . You should also take into account the style of your research paper. For example, in the MLA format research style a title page is essential only if it is required by your teacher; in other case you are to write your name, your research topic, the name of your teacher and the number of your course on the first page of your paper. The APA format research style always requests the title page to be the first page of a paper. It should include the running head, the topic of your research, your name and the name of your school or teacher, all centered and double-spaced.

An abstract is another important part of a research paper. It contains the objective, the summary, and the goal of a research paper and it should consist of 100 to 500 words. Usually an abstract should summarize the whole research, including its key themes and problems and providing the major conclusions. It should not contain figures and references.

In the introduction , a writer gives a brief explanation to his/her objective in their paper by listing the key points. The explanation must be brief and interesting enough to arise in a reader of your paper a desire to read further. An introduction should include a thesis statement : it comes to inform of a declaration of a writer’s opinion, which forms the basis of the research paper.

A methodology and framework chapter is a chapter that is included in a large research paper to provide the complete and detailed report of a research process. The methodology should not include the comments of an author not to influence the objectivity of the presentation, as the main aim of this chapter to enable other researches to repeat the procedure of your research step by step and to compare the results. The methodology and framework chapter normally deals with the description of the research subject, methods and tools of the study and methods and tools of the analysis that was used to summarize the final results of the research. However, the results should not be reported in the methodology section as this is the subject of the following chapters.

Body Chapters (click image to enlarge)

This is the main part of the research that contains detailed explanation of the key points written in the separate paragraphs. In this part of the research, there is the discussion on the methodology of the study, the detailed examples, tables and figures must be included and properly cited if necessary. In addition, to attract good marks, it is essential for the research writers to showcase their grammar and sentence structuring skills in this chapter.

A conclusion is a short summary of a paper. Any new information should not be introduced here. Just reaffirm the thesis and bring research paper to a very dramatic close. This is a strategy used by such genuine writing companies as P rof E ssays.com .

To achieve a successful research paper writing there is a need to define, recognize and apply the parts of research paper expertly to obtain the best out of your writing assignment.

Note: ProfEssays.com is an outstanding custom writing company. We have over 500 expert writers with PhD and Masters level educations who are all ready to fulfill your writing needs, regardless of the academic level or research topic. Just imagine, you place the order before you go to sleep and in the morning an excellent, 100% unique essay ! or term paper, written in strict accordance with your instructions by a professional writer is already in your email box! We understand the pressure students are under to achieve high academic goals and we are ready help you because we love writing. By choosing us as your partner, you can achieve more academically and gain valuable time for your other interests.

Looking for an exceptional company to do some custom writing for you? Look no further than ProfEssays.com! You simply place an order with the writing instructions you have been given, and before you know it, your essay or term paper, completely finished and unique, will be completed and sent back to you. At ProfEssays.com, we have over 500 highly educated, professional writers standing by waiting to help you with any writing needs you may have! We understand students have plenty on their plates, which is why we love to help them out. Let us do the work for you, so you have time to do what you want to do!

• Customers' Testimonials
• Custom Book Report
• Help with Case Studies
• Personal Essays
• Custom Movie Review
• Narrative Essays
• Argumentative Essays
• Homework Help
• Essay Format
• Essay Outline
• Essay Topics
• Essay Questions
• How to Write a Research Paper
• Research Paper Format
• Research Paper Outline
• Research Paper Topics

Client Lounge

Deadline approaching.

Michael Schwartz Library

Veterinary Social Work

• Research Resources
• Evaluating Evidence in the Literature
• Using AI Tools to Enhance Research

APA Citation Style

Avoiding plagiarism, writing center.

• 7th Edition APA Style Quick Reference Guide
• APA Formatting & Style Guide - 7th edition Online Writing Lab at Purdue University (OWL)
• APA Sample Paper An example of a paper written in APA style.
• APA Citation Guide (Santa Fe College) Another great APA guide with citation templates and examples.
• Zbib Citation Generator Be sure to select APA style from the drop-down menu under "Bibliography."

Websites and webpages are often difficult to cite! Follow these steps to do the best you can:

• Copy and paste the URL into  Zbib .
• Webpage on a website
• Whole website references
• How to cite ChatGPT and other AI tools Check with your instructor for guidance on appropriate AI use.

Definition of Plagiarism :

"... using the ideas or writings of another in a paper or report and claiming them as your own.  This includes but is not limited to the use, by paraphrase or direct quotation, of the work of another person without full and clear acknowledgement."  - CSU Code of Student Conduct

Write and cite responsibly!

• Cite your source for any idea that is not common knowledge.
• Paraphrasing means integrating your research into your writing. Read thoroughly and filter information through your own understanding. Put it into your own words and include a citation to acknowledge your source.
• Put quotation marks around direct quotes. 
• Need help? Check out the citation style guides on this page or make an appointment with the Writing Center at 216-687-6981 .

What about AI?

• Make sure you understand your instructor's guidance regarding AI use.
• Verify the accuracy of the AI-generated content.
• Avoid using AI for tasks or writings that have been assigned to assess your knowledge or understanding.
• Document exactly how you used AI in the introduction, methods, or another appropriate section of your paper as defined by your instructor. Consider including a copy of the AI output as an appendix.
• APA Reference: OpenAI. (2024). ChatGPT (April 26 version) [Large language model]. https://chat.openai.com/chat
• In-text citation: (OpenAI, 2024)
• Using Generative AI Tools for Research: A Guide for Students (Michael Schwartz Library, CSU)

Writing Center Services

Located in the library learning commons.

• Make an appointment
• Help writing papers
• Help with citing
• << Previous: Using AI Tools to Enhance Research
• Last Updated: Aug 9, 2024 11:22 AM
• URL: https://researchguides.csuohio.edu/VSW

Character.AI CEO Noam Shazeer returns to Google

In a big move, Character.AI co-founder and CEO Noam Shazeer is returning to Google after leaving the company in October 2021 to found the a16z-backed chatbot startup. In his previous stint, Shazeer spearheaded the team of researchers that built  LaMDA  (Language Model for Dialogue Applications), a language model that was used for conversational AI tools .

Character.AI co-founder Daniel De Freitas is also joining Google with some other employees from the startup. Dominic Perella, Character.AI’s general counsel, is becoming an interim CEO at the startup. The company noted that most of the staff is staying at Character.AI.

Google is also signing a non-exclusive agreement with Character.AI to use its tech.

“I am super excited to return to Google and work as part of the Google DeepMind team. I am so proud of everything we built at Character.AI over the last 3 years. I am confident that the funds from the non-exclusive Google licensing agreement, together with the incredible Character.AI team, positions Character.AI for continued success in the future,” Shazeer said in a statement given to TechCrunch.

Google said that Shazeer is joining the DeepMind research team but didn’t specify his or De Freitas’s exact roles.

“We’re particularly thrilled to welcome back Noam, a preeminent researcher in machine learning, who is joining Google DeepMind’s research team, along with a small number of his colleagues,” Google said in a statement. “This agreement will provide increased funding for Character.AI to continue growing and to focus on building personalized AI products for users around the world,” a Google spokesperson said.

Character.AI has raised over $150 million in funding, largely from a16z.

“When Noam and Daniel started  Character.AI , our goal of personalized superintelligence required a full stack approach. We had to pre-train models, post-train them to power the experiences that make  Character.AI  special, and build a product platform with the ability to reach users globally,” Character AI mentioned in its blog announcing the move.

“Over the past two years, however, the landscape has shifted; many more pre-trained models are now available. Given these changes, we see an advantage in making greater use of third-party LLMs alongside our own. This allows us to devote even more resources to post-training and creating new product experiences for our growing user base.”

There is a possibility that different regulatory bodies, such as the Federal Trade Commission (FTC), and the Department of Justice (DoJ) in the U.S. and the EU will scrutinize these reverse acqui-hires closely. Last month. the U.K’s Competition and Markets Authority (CMA) issued a notice saying that it is looking into Microsoft hiring key people from Inflection AI to understand if the tech giant is trying to avoid regulatory oversight. The FTC opened a similar investigation in June to look into Microsoft’s $650 million deal.

You can reach out to this reporter at [email protected] by email and on signal at ivan.42 .

More TechCrunch

Get the industry’s biggest tech news, techcrunch daily news.

Every weekday and Sunday, you can get the best of TechCrunch’s coverage.

Startups Weekly

Startups are the core of TechCrunch, so get our best coverage delivered weekly.

TechCrunch Fintech

The latest Fintech news and analysis, delivered every Tuesday.

TechCrunch Mobility

TechCrunch Mobility is your destination for transportation news and insight.

The tech world mourns Susan Wojcicki

Susan Wojcicki, a longtime Googler who spent nearly a decade as the CEO of YouTube, passed away Friday after a two-year battle with non-small cell lung cancer. Wojcicki, who was…

As Alexa turns 10, Amazon looks to generative AI

While Amazon has continued releasing Echo devices, including an upgraded Spot announced last month, the company has taken its foot off the gas.

Redfin CEO promises to ‘drink our own urine’ if mortgage rates don’t fall

He really said that: When asked about the company’s “Plan B” if mortgage rates don’t fall, Redfin CEO Glenn Kelman responded, “Plan B is to drink our own urine or…

Turkey restores access to Instagram

Turkey appears to have restored access to Meta-owned Instagram, after blocking the app on August 2.  Abdulkadir Uraloglu, the country’s minister of transport and infrastructure, posted today that the ban…

Tesla’s Dojo, a timeline

Elon Musk doesn’t want Tesla to be just an automaker. He wants Tesla to be an AI company, one that’s figured out how to make cars drive themselves.  Crucial to…

OpenAI faces more leadership shake-ups

OpenAI co-founder John Schulman has left the company for rival AI startup Anthropic. In addition, OpenAI co-founder and president Greg Brockman is taking an extended leave after nine years at…

Featured Article

Maybe Friend wasn’t crazy for spending $1.8M on a domain after all

Avi Schiffmann, the founder and CEO of Friend, told TechCrunch over email that the purchase has already paid for itself.

One man decided to take on Google Maps, 20 years later OpenStreetMap is still going strong

From internet protocols and operating systems, to databases and cloud services, some technology is so omnipresent most people don’t even know it exists. The same can be said about OpenStreetMap, the community-driven platform that serves companies and software developers with geographic data and maps so they can rely a little…

The 10 largest GDPR fines on Big Tech

This list only includes major penalties issued to tech firms under the GDPR. In recent years, some significant sanctions have also been issued on Big Tech

CSC ServiceWorks reveals 2023 data breach affecting thousands of people

The data breach is the latest security issue to beset CSC ServiceWorks over the past year, after multiple researchers found security bugs.

After global IT meltdown, CrowdStrike courts hackers with action figures and gratitude

CrowdStrike tried to go back to business as usual at one of the world’s largest annual cybersecurity conferences, weeks after its massive global IT crash.

Former YouTube CEO Susan Wojcicki has passed away at age 56

Tragedy has again struck a famous Silicon Valley family. Former YouTube CEO Susan Wojcicki just passed away, according to social media posts by her husband, Dennis Troper, and by Google…

Student raised security concerns in Mobile Guardian MDM weeks before cyberattack

This is the second cyberattack targeting the school device management service Mobile Guardian this year.

Smartwatches shipments see sharp decline in India

India’s wearable market declined in Q2, primarily because smartwatch are not attracting consumers.

Anysphere, a GitHub Copilot rival, has raised $60M Series A at  $400M valuation from a16z, Thrive, sources say

Anysphere, a two-year-old startup that’s developed an AI-powered coding assistant called Cursor, has raised over $60 million in a Series A financing at a $400 million post-money valuation, two sources…

How to ask Google to remove deepfake porn results from Google Search

The internet is full of deepfakes — and most of them are nudes. According to a report from Home Security Heroes, deepfake porn makes up 98% of all deepfake videos…

Ecovacs home robots can be hacked to spy on their owners, researchers say

Researchers found flaws that could allow anyone to spy on the owners of Ecovacs home robots by hijacking their cameras and microphones.

The X exodus that wasn’t

When digging into the data to determine how large the exodus everyone on Threads is talking about actually is, we oddly came up short.

Substack now lets anyone publish posts, even if they don’t have a newsletter

Substack is opening up to more users with its recent announcement that anyone can now publish content on its platform without setting up a publication. With the change, Substack is…

China’s autonomous vehicle startup WeRide prepares for a US IPO

WeRide, a Chinese autonomous vehicle company, is officially gearing up for a U.S. public debut, over a year after China started easing its effective ban of foreign IPOs.  WeRide registered…

AI founders play musical chairs

Welcome to Startups Weekly — your weekly recap of everything you can’t miss from the world of startups. Want it in your inbox every Friday? Sign up here. This week we…

How a cybersecurity researcher befriended, then doxed, the leader of LockBit ransomware gang

Jon DiMaggio used sockpuppet accounts, then his own identity, to infiltrate LockBit and gain the trust of its alleged admin, Dmitry Khoroshev.

As unrest fueled by disinformation spreads, the UK may seek stronger power to regulate tech platforms

The U.K. government has indicated it may seek stronger powers to regulate tech platforms following days of violent disorder across England and Northern Ireland fueled by the spread of online…

First look at the Startup Battlefield judges at TechCrunch Disrupt 2024

The Startup Battlefield is the crown jewel of Disrupt, and we can’t wait to see which of the thousands of applicants will be selected to pitch to panels of top-tier VCs…

Humidity sucks. Transaera has a new way to deal with it

The startup’s core technology is a proprietary material that absorbs moisture from the air, allowing air conditioning to cool buildings more efficiently.

YouTube is testing a sleep timer on its Premium tier

YouTube’s latest test involves a sleep timer that pauses the video after, well, a set period of time.

Ola Electric surges 20% in India’s biggest listing in two years

Ola Electric, India’s largest electric two-wheeler maker, surged by 20% on its public debut on Friday, making it the biggest listing among Indian firms in two years. Shares of the…

Rocket Lab’s sunny outlook bodes well for future constellation plans 

Rocket Lab surpassed $100 million in quarterly revenue for the first time, a 71% increase from the same quarter of last year. This is just one of several shiny accomplishments…

CloudPay, a payroll services provider, lands $120M in new funding

In 1996, two companies, Patersons HR and Payroll Solutions, formed a venture called CloudPay to provide payroll and payments services to enterprise clients. CloudPay grew quietly over the next several…

Security bugs in ransomware leak sites helped save six companies from paying hefty ransoms

The vulnerabilities allowed one security researcher to peek inside the leak sites without having to log in.

Grab your spot at the free arXiv Accessibility Forum

Help | Advanced Search

Mathematics > Logic

Title: impact analysis of data drift towards the development of safety-critical automotive system.

Abstract: A significant part of contemporary research in autonomous vehicles is dedicated to the development of safety critical systems where state-of-the-art artificial intelligence (AI) algorithms, like computer vision (CV), can play a major role. Vision models have great potential for the real-time detection of numerous traffic signs and obstacles, which is essential to avoid accidents and protect human lives. Despite vast potential, computer vision-based systems have critical safety concerns too if the traffic condition drifts over time. This paper represents an analysis of how data drift can affect the performance of vision models in terms of traffic sign detection. The novelty in this research is provided through a YOLO-based fusion model that is trained with drifted data from the CARLA simulator and delivers a robust and enhanced performance in object detection. The enhanced model showed an average precision of 97.5\% compared to the 58.27\% precision of the original model. A detailed performance review of the original and fusion models is depicted in the paper, which promises to have a significant impact on safety-critical automotive systems.

Submission history

Access paper:.

• HTML (experimental)
• Other Formats

References & Citations

• Google Scholar
• Semantic Scholar

BibTeX formatted citation

Bibliographic and Citation Tools

Code, data and media associated with this article, recommenders and search tools.

• Institution

arXivLabs: experimental projects with community collaborators

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.

Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.

Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs .

Information

• Author Services

Initiatives

You are accessing a machine-readable page. In order to be human-readable, please install an RSS reader.

All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess .

Feature papers represent the most advanced research with significant potential for high impact in the field. A Feature Paper should be a substantial original Article that involves several techniques or approaches, provides an outlook for future research directions and describes possible research applications.

Feature papers are submitted upon individual invitation or recommendation by the scientific editors and must receive positive feedback from the reviewers.

Editor’s Choice articles are based on recommendations by the scientific editors of MDPI journals from around the world. Editors select a small number of articles recently published in the journal that they believe will be particularly interesting to readers, or important in the respective research area. The aim is to provide a snapshot of some of the most exciting work published in the various research areas of the journal.

Original Submission Date Received: .

• Active Journals
• Find a Journal
• Proceedings Series
• For Authors
• For Reviewers
• For Editors
• For Librarians
• For Publishers
• For Societies
• For Conference Organizers
• Open Access Policy
• Institutional Open Access Program
• Special Issues Guidelines
• Editorial Process
• Research and Publication Ethics
• Article Processing Charges
• Testimonials
• Preprints.org
• SciProfiles
• Encyclopedia

Article Menu

• Subscribe SciFeed
• Recommended Articles
• Google Scholar
• on Google Scholar
• Table of Contents

Find support for a specific problem in the support section of our website.

Please let us know what you think of our products and services.

Visit our dedicated information section to learn more about MDPI.

JSmol Viewer

Adaptive modem based on lstm-autoencoder with vector quantization, 1. introduction.

• An adaptive modem based on LSTM-AE was developed. LSTM-AE was applied to communication modulation and demodulation and combined with vector quantization technology to achieve the purpose of lightweight adaptive modulation and demodulation. The loss function, optimization algorithm, and training method were given. Compared with other models, it achieved equal or better performance with a lower number of parameters and improved the model’s ability to reconstruct representation.
• Based on Pytorch, VQ-LSTM-AE was trained and tested, and the constellation diagram, symbol mapping relationship, and demodulation performance of second to thirty-second-order modems were given. The computational overhead of the proposed DL model was compared and evaluated, and it was verified that the method proposed in this paper can achieve the same or a lower bit error rate with lower resource overhead compared with baseline model.

2. Related Work

3. system model, 4. modulation and demodulation model based on a vector quantization lstm autoencoder, 4.1. lstm-ae-based modulation and demodulation framework, 4.2. vector quantization, 5.1. training settings, 5.2. constellation learning, 5.3. ber performance comparison, 5.4. effectiveness and complexity, 5.4.1. effectiveness, 5.4.2. computational complexity, 6. conclusions, author contributions, data availability statement, conflicts of interest.

• Kshirsagar, P.R.; Reddy, D.H.; Dhingra, M. A Review on Comparative study of 4G, 5G and 6G Networks. In Proceedings of the 2022 5th International Conference on Contemporary Computing and Informatics (IC3I), Uttar Pradesh, India, 14–16 December 2022; pp. 1830–1833. [ Google Scholar ]
• FG-NET-2030. Network 2030: A Blueprint of Technology, Applications and Market Drivers towards the Year 2030 and Beyond. Available online: https://www.itu.int/en/ITU-T/focusgroups/net2030/Documents/White_paper.pdf (accessed on 18 July 2024).
• Fontanesi, G.; Ortíz, F.; Lagunas, E.; Baeza, V.M.; Vázquez, M.Á.; Vásquez-Peralvo, J.A.; Minardi, M.; Vu, H.N.; Honnaiah, P.J.; Lacoste, C.; et al. Artificial Intelligence for Satellite Communication and Non-Terrestrial Networks: A Survey. arXiv 2023 , arXiv:2304.13008. [ Google Scholar ]
• Yang, Y.; Dang, S.; Wen, M.; Guizani, M. Millimeter Wave MIMO-OFDM With Index Modulation: A Pareto Paradigm on Spectral-Energy Efficiency Trade-Off. IEEE Trans. Wirel. Commun. 2021 , 20 , 6371–6386. [ Google Scholar ] [ CrossRef ]
• Salh, A.; Audah, L.; Abdullah, Q.; Abdullah, N.; Shah, N.S.M.; Saif, A. Trade-off Energy and Spectral Efficiency With Multi-Objective Optimization Problem in 5G Massive MIMO System. In Proceedings of the 2021 1st International Conference on Emerging Smart Technologies and Applications (eSmarTA), Sana’a, Yemen, 10–12 August 2021; IEEE: Sana’a, Yemen, 2021; pp. 1–6. [ Google Scholar ]
• Al-Obiedollah, H.M.; Cumanan, K.; Thiyagalingam, J.; Tang, J.; Burr, A.G.; Ding, Z.; Dobre, O.A. Spectral-Energy Efficiency Trade-Off-Based Beamforming Design for MISO Non-Orthogonal Multiple Access Systems. IEEE Trans. Wirel. Commun. 2020 , 19 , 6593–6606. [ Google Scholar ] [ CrossRef ]
• Zhang, J.; Chen, S.; Maunder, R.G.; Zhang, R.; Hanzo, L. Adaptive Coding and Modulation for Large-Scale Antenna Array Based Aeronautical Communications in the Presence of Co-Channel Interference. IEEE Trans. Wirel. Commun. 2017 , 17 , 1343–1357. [ Google Scholar ] [ CrossRef ]
• Lu, C.; Chen, P.; Zhong, H.; Wang, M. M-Ary Phase Position Shift Keying Demodulation Using Stacked Denoising Sparse Autoencoders. Electronics 2022 , 11 , 1233. [ Google Scholar ] [ CrossRef ]
• Wei, P.; Wang, S.; Luo, J. Adaptive Modem and Interference Suppression Based on Deep Learning. Trans. Emerg. Telecommun. Technol. 2021 , 32 , e4220. [ Google Scholar ] [ CrossRef ]
• O’Shea, T.J.; Karra, K.; Clancy, T.C. Learning to Communicate: Channel Auto-Encoders, Domain Specific Regularizers, and Attention. In Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Limassol, Cyprus, 12–14 December 2016. [ Google Scholar ]
• Oshea, T.J.; Roy, T.; West, N.; Hilburn, B.C. Physical Layer Communications System Design Over-the-Air Using Adversarial Networks. In Proceedings of the 2018 26th European Signal Processing Conference (EUSIPCO), Rome, Italy, 3–7 September 2018; IEEE: Rome, Italy, 2018; pp. 529–532. [ Google Scholar ]
• Shrestha, S.; Naser, S.; Bariah, L.; Muhaidat, S.; Sofotasios, P.C.; Elgala, H.; Damiani, E. Autoencoder-Based Spatial Modulation for the Next Generation of Wireless Networks. IEEE Internet Things J. 2024 , 1. [ Google Scholar ] [ CrossRef ]
• Hochreiter, S.; Schmidhuber, J. Long short-term memory. Neural Comput. 1997 , 9 , 1735–1780. [ Google Scholar ] [ CrossRef ] [ PubMed ]
• Malhotra, P.; Ramakrishnan, A.; Anand, G.; Vig, L.; Agarwal, P.; Shroff, G. LSTM-Based Encoder-Decoder for Multi-Sensor Anomaly Detection. arXiv 2016 , arXiv:1607.00148. [ Google Scholar ]
• Van Den Oord, A.; Vinyals, O. Neural discrete representation learning. arXiv 2017 , arXiv:1711.00937. [ Google Scholar ]

Click here to enlarge figure

Share and Cite

Gao, W.; Xie, S.; Wang, H.; Zhang, Y.; Ling, Y. Adaptive Modem Based on LSTM-AutoEncoder with Vector Quantization. Electronics 2024 , 13 , 3124. https://doi.org/10.3390/electronics13163124

Gao W, Xie S, Wang H, Zhang Y, Ling Y. Adaptive Modem Based on LSTM-AutoEncoder with Vector Quantization. Electronics . 2024; 13(16):3124. https://doi.org/10.3390/electronics13163124

Gao, Weijie, Shijun Xie, Heng Wang, Yufeng Zhang, and Yao Ling. 2024. "Adaptive Modem Based on LSTM-AutoEncoder with Vector Quantization" Electronics 13, no. 16: 3124. https://doi.org/10.3390/electronics13163124

Article Metrics

Article access statistics, further information, mdpi initiatives, follow mdpi.

Subscribe to receive issue release notifications and newsletters from MDPI journals