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Analytical Research Papers

Last updated on: May 13, 2024

Analytical Research Papers: A Detailed Walkthrough

By: Barbara P.

12 min read

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Published on: May 6, 2024

analytical research papers

When exploring complex topics, traditional research methods often fall short, leaving gaps in our understanding.Analytical research papers offer a solution. They dig deeper, using critical thinking to analyze information thoroughly.In this blog, we'll explore analytical research papers, breaking down their purpose, structure, and methods. We’ll also compare argumentative and analytical papers, which are the two major types of research papers. By the end, you'll be equipped to break down complex subjects with confidence.

analytical research papers

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What is an Analytical Research Paper? 

An analytical research paper examines a topic or issue in-depth and provides a critical analysis based on evidence and logical reasoning. Unlike descriptive papers, analytical papers look deeper into the subject matter to uncover patterns, relationships, and insights.

Here are some key characteristics of an analytical research paper:

  • Critical Analysis: The primary focus is on analyzing and interpreting information rather than just presenting facts or descriptions.
  • Thesis Statement: Typically, an analytical research paper begins with a clear thesis statement that presents the main argument or perspective the paper will explore.
  • Evidence-Based: Your research paper always needs strong arguments and conclusions are always supported by evidence. They can come from various sources, such as scholarly articles, books, data, statistics, and empirical research.
  • Synthesis: In an analytical paper, you integrate multiple sources or perspectives to develop a comprehensive analysis.
  • Critical Thinking: Analytical research papers require critical thinking skills to evaluate information, identify assumptions, recognize biases, and draw reasoned conclusions.
  • Objective Tone: While the writer may have their own perspective, the tone of the paper should be objective and impartial. This allows us to focus on presenting evidence and analysis rather than personal opinions.
  • Engagement with Existing Literature: Analytical research papers often engage with existing scholarly literature on the topic. This is achieved either by building upon previous research or by offering new insights and interpretations.

Analytical Research Papers: Applications Across Fields 

Analytical papers are most commonly used in diverse fields of study, such as:

  • Social Sciences: Sociology, Psychology, Political Science, Economics, Anthropology.
  • Natural Sciences: Biology, Chemistry, Physics, Environmental Science.
  • Humanities: Literature, History, Philosophy, Cultural Studies.
  • Business and Management: Marketing, Finance, Organizational Behavior, Strategic Management.
  • Health and Medicine: Public Health, Epidemiology, Healthcare Policy, Medical Research.
  • Education: Educational Psychology, Curriculum Studies, Educational Policy Analysis.
  • Technology and Engineering: Computer Science, Electrical Engineering, Mechanical Engineering, Data Science.
  • Environmental Studies: Climate Science, Environmental Policy, Conservation Biology.
  • Law and Legal Studies: Legal Research, Constitutional Law, International Law.
  • Interdisciplinary Studies: Gender Studies, Ethnic Studies, Urban Studies, Development Studies.

Methods of Conducting Analytical Research 

Analytical research involves different ways of collecting and studying data to understand and draw conclusions about a topic. The approach for conducting research depends on the nature of your research and the data you have. 

Here are the most common methods: 

Quantitative Analysis: Uses numerical data to find relationships, trends, and patterns through statistical methods like regression analysis, correlation analysis, and hypothesis testing.

Qualitative Analysis: Focuses on understanding meanings, interpretations, and subjective experiences using methods such as thematic analysis, content analysis, and grounded theory.

Mixed Methods Research: Combines both quantitative and qualitative data collection and analysis techniques in a single study to fully understand the research problem or question.

Experimental Research: Involves changing variables to establish cause-and-effect relationships, typically done in controlled settings to test hypotheses and theories.

Case Study Analysis: Looks deeply into a specific case or situation to understand its underlying dynamics, context, and factors that affect outcomes.

Content Analysis: Systematically examines text, audio, or visual content to identify themes, patterns, and trends, often used in media studies, communication research, and textual analysis.

Observational Research: Systematically observes and records behaviors, events, or phenomena in their natural settings to gain insights into real-life behaviors and contexts.

Secondary Data Analysis: Involves studying data collected by others. It allows revisiting research questions, exploring new hypotheses, or conducting meta-analyses.

Different Parts of an Analytical Research Paper 

An analytical research paper typically consists of several key parts, each serving a specific purpose in presenting and analyzing the topic. 

Here's a breakdown of the main components:

Introduction: The introduction section provides background information on the topic and presents the thesis statement, which outlines the main argument or perspective of the paper.

Literature Review: The literature review summarizes and combines previous research and scholarly articles about the topic. This helps to give context and show understanding of the subject.

Body Paragraphs: This is the main section of the paper where analysis and arguments are presented in detail. Each body paragraph focuses on a specific aspect or subtopic related to the thesis statement.

Analysis and Interpretation: Within the body paragraphs of an analytical research paper, you provide critical analysis and interpretation of the evidence. You examine patterns, relationships, and implications of the data or information that was presented.

Conclusion: This is the final section that summarizes the main findings of the paper. In the research paper conclusion , restate the thesis in light of the evidence presented and highlight the significance of the research.

References or Works Cited: A list of all the sources cited in the paper, following the required citation style (e.g., APA, MLA, Chicago).

The Standard Analytical Research Paper Structure 

When structuring your analytical research paper, you should follow a standard research paper outline, such as:

A. Hook or Attention Grabber

B. Background Information on the Topic

C. Thesis Statement

A. Summary of Existing Research

B. Synthesis of Literature

A. Introduction to Evidence

B. Presentation of Data or Examples

C. Interpretation and Analysis of Evidence

A. Examination of Patterns or Relationships

B. Implications of the Findings

C. Comparison with Existing Research (if applicable)

A. Summary of Key Findings

B. Restatement of Thesis

C. Reflection on the Significance of the Research

List all sources cited in the paper, following the required citation style.

How to Write an Analytical Research Paper? 

For writing an effective and comprehensive analytical research paper, you should follow the steps mentioned below: 

Step 1. Choose a Relevant Topic 

Pick a research topic that interests you and is suitable for analysis. It could be a book, a historical event, a scientific theory, or any subject you want to analyze deeply.

Step 2. Conduct Research 

Gather information from reliable sources such as books, articles, and reputable websites. Take notes and highlight key points that will help you understand the topic better.

Step 3. Develop a Thesis Statement 

This is the main idea or argument of your paper. It should be a clear statement that you'll analyze and support throughout your paper.

Step 4. Outline Your Paper 

Plan out the structure of your paper. Start with an introduction that introduces your topic and thesis statement, followed by body paragraphs where you analyze different aspects of the topic. End with a conclusion that summarizes your findings.

Step 5. Write Your Paper 

Start writing your paper following the paper outline you created. Each paragraph in the body should focus on a specific point or aspect of your topic. Use evidence from your research to support your analysis.

Step 6. Analyze Your Findings 

Dive deep into your topic and analyze the information you've gathered. Look for patterns, connections, or contradictions that can help you develop a deeper understanding.

Step 7. Stay Organized 

Make sure your paper flows logically from one point to the next. Use transitions between paragraphs to guide the reader through your analysis.

Step 8. Revise and Edit 

Once you've finished writing, go back, revise, and edit your research paper . Check for clarity, coherence, and consistency. Make sure your argument is well-supported and your analysis is thorough.

Analytical Research Paper Format 

When formatting your analytical research paper, you can opt for popular paper formats such as APA, Chicago, and MLA. However, in this blog, we will follow the formatting guidelines of the APA style. 

  • Use 1-inch margins on all sides of the document.
  • Use a clear and legible font such as Times New Roman or Arial, size 12.
  • Double-space the entire paper, including the title page, abstract, main body, and references.
  • Indent the first line of each paragraph using the tab key or the paragraph formatting option in your word processor.
  • Include a running head at the top of each page, consisting of a shortened version of your title (50 characters or fewer) in all caps, aligned left, and the page number aligned right.

Analytical Research Paper Examples 

Here are some PDF examples for analytical papers you can get inspiration from. 

Analytical Research Paper Sample

Analytical Research Paper Template

APA Analytical Research Paper Example

Analytical Research Paper Thesis Statement Examples

Analytical Research Paper Ideas 

Here are some good topics for an analytical research paper. Having these ideas at your disposal before writing your analytical paper with definitely give you a head start. 

  • Analyzing the role of social networks in the spread of misinformation.
  • Investigating the effects of mindfulness practices on workplace productivity.
  • Examining the psychological impact of long-term space travel on astronauts.
  • Analyzing the relationship between urban design and community well-being.
  • Exploring the effectiveness of different parenting styles on child development.
  • Investigating the impact of cultural stereotypes on academic achievement.
  • Analyzing the effectiveness of conservation strategies in preserving biodiversity.
  • Examining the influence of music on mood regulation and emotional well-being.
  • Investigating the relationship between access to technology and educational outcomes.
  • Analyzing the impact of nutrition education programs on dietary habits.
  • Exploring the role of empathy in conflict resolution and peacebuilding.

Common Analytical Research Paper Types 

Analytical research papers can take various forms depending on the specific focus and methodology used as well. Some common types include:

  • Comparative Analysis Papers: These papers compare and contrast different perspectives, theories, methodologies, or approaches to a particular topic or problem.
  • Case study analysis papers: These analytical papers examine a specific case or example in order to explore the underlying issues, causes, effects, and potential solutions.
  • Policy Analysis Papers: Such papers examine the effectiveness, implications, and potential improvements of existing policies or proposed policy solutions to address societal issues.
  • Statistical Analysis Papers: Statistical analysis papers use quantitative data and statistical methods to explore relationships, patterns, trends, and correlations within a dataset or across multiple datasets.
  • Literary Analysis Papers: Literary analysis papers critically examine literary works, such as novels, poems, plays, or essays. Such papers uncover themes, symbolism, character development, and other literary elements.
  • Critical Analysis Papers: This paper type evaluates and critiques scholarly articles, books, or other academic works. These analytical papers assess the academic works’ arguments, methodologies, evidence, and contributions to the field.
  • Theoretical Analysis Papers: These papers examine and evaluate theoretical frameworks, models, or concepts. They assess their applicability, validity, and relevance to understanding real-world phenomena.
  • Qualitative Research Papers: Qualitative research papers use qualitative methods, such as interviews, observations, or content analysis. These papers explore subjective experiences, attitudes, behaviors, and social phenomena.
  • Mixed-Methods Research Papers: Mixed-methods research papers integrate quantitative and qualitative approaches to understand a research problem or question comprehensively.

Difference Between Argumentative and Analytical Research Papers

Among many research paper types, there are two major categories, argumentative and analytical research papers. Here are the major differences between both research paper types. 

To understand and explain a topic, often bringing new ideas.

To convince others to agree with a specific viewpoint.

May propose a main idea for exploration.

States a clear opinion on an issue.

Looks at existing information to find patterns or meanings.

Uses evidence and reasoning to support a single viewpoint.

Involves studying lots of sources and analyzing data.

Relies on facts, logic, and arguments to make a case.

Follows a plan to explore and explain the topic thoroughly.

Organized to persuade by presenting evidence and arguments.

Stays neutral and tries not to take sides.

Tries to be persuasive and make a strong case.

Draws conclusions based on what's been learned and analyzed.

Summarizes the argument and tries to leave readers convinced.

Often for people who want to learn more about a topic deeply.

Aimed at anyone who might have a different opinion.

In closing thoughts, 

Analytical research papers are among the most widely used papers in academics. In your educational career, you may come across situations where you’re required to submit analytical research papers. 

Our blog serves as the go-to guide for understanding every aspect of an analytical paper. From the basics, research methods, paper format, and writing steps to examples, we make sure to increase your knowledge of analytical research. But, if you need help with professional writing, we have a solution for that as well!

SharkPapers.com is a trusted platform for research paper writing help . Whether you need guidance with analytical, experimental, survey, or other types of research papers, our seasoned writers can do it all.

Visit our paper writing service online to learn more!

Frequently Asked Questions

What is the difference between a research paper and an analysis paper.

Research papers gather information from various sources to uncover new insights or theories. They aim to contribute fresh findings to the field.

On the other hand, analysis papers scrutinize existing information or data. Their goal is to interpret the significance or meaning of that information. They provide a deeper understanding of different perspectives without necessarily introducing new findings.

What are the examples of analytical research?

Examples of analytical research include:

  • Analyzing the causes and effects of climate change.
  • Examining the impact of social media on mental health among teenagers.
  • Investigating factors contributing to economic inequality in a specific region.
  • Exploring symbolism in a literary work and its significance.
  • Studying the effectiveness of different teaching methods in improving student learning outcomes.

Barbara P.

Barbara has a Ph.D. in public health from an Ivy League university and extensive experience working in the medical field. With her practical experience conducting research on various health issues, she is skilled in writing innovative papers on healthcare. Her many works have been published in multiple publications.

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Apr 26, 2024

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

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

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

What Are Research Papers?

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

Key Characteristics:

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

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

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

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

Types of Research Papers

Research papers come in various forms across academic disciplines:

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

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

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

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

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

Defining Research Papers

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

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

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

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

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

Importance of Research Paper Structure

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

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

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

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

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

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

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

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

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

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

Benefits of a Clear Structure

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

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

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

Variations of Research Papers

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

Analytical Papers

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

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

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

Argumentative Papers

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

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

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

Experimental Studies (Empirical Research)

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

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

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

Survey-Based Research

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

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

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

Do All Research Papers Fit Into Standard Categories?

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

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

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

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

Comparing Research Paper Types

Each type prioritizes different aspects of the research process:

analytical research paper parts

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

Key Functions: An effective abstract should:

Briefly state the research problem or topic

Outline your methods (briefly)

Summarize the main findings or results

Highlight the significance or implications of your work

Writing a Compelling Abstract

Here are some guidelines to make your abstract shine:

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

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

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

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

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

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

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

Introduction

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

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

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

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

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

Is the Introduction More Important Than Other Sections?

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

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

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

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

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

Engaging Your Audience Early

Here are some strategies to capture attention from the start:

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

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

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

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

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

Literature Review

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

Goals of a Strong Literature Review:

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

Identify gaps in current knowledge that your research can address.

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

Provide theoretical context or support for your chosen methodological approach.

Synthesizing Relevant Studies

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

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

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

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

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

Tips for Effective Synthesis:

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

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

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

Methodology

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

Components: A methodology section typically includes:

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

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

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

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

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

Designing a Robust Methodology

Here's how to make your methodology section shine:

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

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

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

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

Does Methodology Determine the Quality of Research Outcomes?

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

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

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

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

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

Key Considerations:

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

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

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

Interpreting Data Effectively

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

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

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

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

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

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

Tips for Effective Data Discussion:

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

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

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

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

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

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

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

Suggest implications for future research or practical applications.

Linking Results to Theory

Here's how to make your discussion section shine:

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

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

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

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

Tips for a Strong Discussion:

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

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

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

Conclusions

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

A Strong Conclusion Should:

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

Summarize your major findings and the most compelling evidence.

Briefly discuss the broader implications or contributions of your research.

Acknowledge limitations in the study (briefly).

Propose potential avenues for future research.

Can Conclusions Introduce New Research Questions?

Absolutely! Here's why this is valuable:

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

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

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

Crafting a Persuasive Conclusion

Here's how to make your conclusion impactful:

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

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

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

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

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

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

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

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

Maintaining Citation Integrity

Here are the main practices to uphold:

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

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

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

Citation Tools: Use reliable resources like:

Online citation generators

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

University library guides for your required style

Important Notes:

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

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

Writing Effective Research Papers: A Guide

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

Is Effective Writing Alone Sufficient for a Successful Research Paper?

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

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

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

Tips for Academic Writing

Here's how to elevate your research paper writing:

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

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

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

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

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

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

Strong Argumentation

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

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

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

Additional Tips

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

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

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

Conclusion: Integrating the Components of Research Papers for Academic Excellence

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

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

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Analysis in Research Papers

To analyze means to break a topic or concept down into its parts in order to inspect and understand it, and to restructure those parts in a way that makes sense to you. In an analytical research paper, you do research to become an expert on a topic so that you can restructure and present the parts of the topic from your own perspective.

For example, you could analyze the role of the mother in the ancient Egyptian family. You could break down that topic into its parts--the mother's duties in the family, social status, and expected role in the larger society--and research those parts in order to present your general perspective and conclusion about the mother's role.

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Analytical Research: What is it, Importance + Examples

Analytical research is a type of research that requires critical thinking skills and the examination of relevant facts and information.

Finding knowledge is a loose translation of the word “research.” It’s a systematic and scientific way of researching a particular subject. As a result, research is a form of scientific investigation that seeks to learn more. Analytical research is one of them.

Any kind of research is a way to learn new things. In this research, data and other pertinent information about a project are assembled; after the information is gathered and assessed, the sources are used to support a notion or prove a hypothesis.

An individual can successfully draw out minor facts to make more significant conclusions about the subject matter by using critical thinking abilities (a technique of thinking that entails identifying a claim or assumption and determining whether it is accurate or untrue).

What is analytical research?

This particular kind of research calls for using critical thinking abilities and assessing data and information pertinent to the project at hand.

Determines the causal connections between two or more variables. The analytical study aims to identify the causes and mechanisms underlying the trade deficit’s movement throughout a given period.

It is used by various professionals, including psychologists, doctors, and students, to identify the most pertinent material during investigations. One learns crucial information from analytical research that helps them contribute fresh concepts to the work they are producing.

Some researchers perform it to uncover information that supports ongoing research to strengthen the validity of their findings. Other scholars engage in analytical research to generate fresh perspectives on the subject.

Various approaches to performing research include literary analysis, Gap analysis , general public surveys, clinical trials, and meta-analysis.

Importance of analytical research

The goal of analytical research is to develop new ideas that are more believable by combining numerous minute details.

The analytical investigation is what explains why a claim should be trusted. Finding out why something occurs is complex. You need to be able to evaluate information critically and think critically. 

This kind of information aids in proving the validity of a theory or supporting a hypothesis. It assists in recognizing a claim and determining whether it is true.

Analytical kind of research is valuable to many people, including students, psychologists, marketers, and others. It aids in determining which advertising initiatives within a firm perform best. In the meantime, medical research and research design determine how well a particular treatment does.

Thus, analytical research can help people achieve their goals while saving lives and money.

Methods of Conducting Analytical Research

Analytical research is the process of gathering, analyzing, and interpreting information to make inferences and reach conclusions. Depending on the purpose of the research and the data you have access to, you can conduct analytical research using a variety of methods. Here are a few typical approaches:

Quantitative research

Numerical data are gathered and analyzed using this method. Statistical methods are then used to analyze the information, which is often collected using surveys, experiments, or pre-existing datasets. Results from quantitative research can be measured, compared, and generalized numerically.

Qualitative research

In contrast to quantitative research, qualitative research focuses on collecting non-numerical information. It gathers detailed information using techniques like interviews, focus groups, observations, or content research. Understanding social phenomena, exploring experiences, and revealing underlying meanings and motivations are all goals of qualitative research.

Mixed methods research

This strategy combines quantitative and qualitative methodologies to grasp a research problem thoroughly. Mixed methods research often entails gathering and evaluating both numerical and non-numerical data, integrating the results, and offering a more comprehensive viewpoint on the research issue.

Experimental research

Experimental research is frequently employed in scientific trials and investigations to establish causal links between variables. This approach entails modifying variables in a controlled environment to identify cause-and-effect connections. Researchers randomly divide volunteers into several groups, provide various interventions or treatments, and track the results.

Observational research

With this approach, behaviors or occurrences are observed and methodically recorded without any outside interference or variable data manipulation . Both controlled surroundings and naturalistic settings can be used for observational research . It offers useful insights into behaviors that occur in the actual world and enables researchers to explore events as they naturally occur.

Case study research

This approach entails thorough research of a single case or a small group of related cases. Case-control studies frequently include a variety of information sources, including observations, records, and interviews. They offer rich, in-depth insights and are particularly helpful for researching complex phenomena in practical settings.

Secondary data analysis

Examining secondary information is time and money-efficient, enabling researchers to explore new research issues or confirm prior findings. With this approach, researchers examine previously gathered information for a different reason. Information from earlier cohort studies, accessible databases, or corporate documents may be included in this.

Content analysis

Content research is frequently employed in social sciences, media observational studies, and cross-sectional studies. This approach systematically examines the content of texts, including media, speeches, and written documents. Themes, patterns, or keywords are found and categorized by researchers to make inferences about the content.

Depending on your research objectives, the resources at your disposal, and the type of data you wish to analyze, selecting the most appropriate approach or combination of methodologies is crucial to conducting analytical research.

Examples of analytical research

Analytical research takes a unique measurement. Instead, you would consider the causes and changes to the trade imbalance. Detailed statistics and statistical checks help guarantee that the results are significant.

For example, it can look into why the value of the Japanese Yen has decreased. This is so that an analytical study can consider “how” and “why” questions.

Another example is that someone might conduct analytical research to identify a study’s gap. It presents a fresh perspective on your data. Therefore, it aids in supporting or refuting notions.

Descriptive vs analytical research

Here are the key differences between descriptive research and analytical research:

AspectDescriptive ResearchAnalytical Research
ObjectiveDescribe and document characteristics or phenomena.Analyze and interpret data to understand relationships or causality.
Focus“What” questions“Why” and “How” questions
Data AnalysisSummarizing informationStatistical research, hypothesis testing, qualitative research
GoalProvide an accurate and comprehensive descriptionGain insights, make inferences, provide explanations or predictions
Causal RelationshipsNot the primary focusExamining underlying factors, causes, or effects
ExamplesSurveys, observations, case-control study, content analysisExperiments, statistical research, qualitative analysis

The study of cause and effect makes extensive use of analytical research. It benefits from numerous academic disciplines, including marketing, health, and psychology, because it offers more conclusive information for addressing research issues.

QuestionPro offers solutions for every issue and industry, making it more than just survey software. For handling data, we also have systems like our InsightsHub research library.

You may make crucial decisions quickly while using QuestionPro to understand your clients and other study subjects better. Make use of the possibilities of the enterprise-grade research suite right away!

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5 Steps to Write a Great Analytical Essay

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General Education

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Do you need to write an analytical essay for school? What sets this kind of essay apart from other types, and what must you include when you write your own analytical essay? In this guide, we break down the process of writing an analytical essay by explaining the key factors your essay needs to have, providing you with an outline to help you structure your essay, and analyzing a complete analytical essay example so you can see what a finished essay looks like.

What Is an Analytical Essay?

Before you begin writing an analytical essay, you must know what this type of essay is and what it includes. Analytical essays analyze something, often (but not always) a piece of writing or a film.

An analytical essay is more than just a synopsis of the issue though; in this type of essay you need to go beyond surface-level analysis and look at what the key arguments/points of this issue are and why. If you’re writing an analytical essay about a piece of writing, you’ll look into how the text was written and why the author chose to write it that way. Instead of summarizing, an analytical essay typically takes a narrower focus and looks at areas such as major themes in the work, how the author constructed and supported their argument, how the essay used literary devices to enhance its messages, etc.

While you certainly want people to agree with what you’ve written, unlike with persuasive and argumentative essays, your main purpose when writing an analytical essay isn’t to try to convert readers to your side of the issue. Therefore, you won’t be using strong persuasive language like you would in those essay types. Rather, your goal is to have enough analysis and examples that the strength of your argument is clear to readers.

Besides typical essay components like an introduction and conclusion, a good analytical essay will include:

  • A thesis that states your main argument
  • Analysis that relates back to your thesis and supports it
  • Examples to support your analysis and allow a more in-depth look at the issue

In the rest of this article, we’ll explain how to include each of these in your analytical essay.

How to Structure Your Analytical Essay

Analytical essays are structured similarly to many other essays you’ve written, with an introduction (including a thesis), several body paragraphs, and a conclusion. Below is an outline you can follow when structuring your essay, and in the next section we go into more detail on how to write an analytical essay.

Introduction

Your introduction will begin with some sort of attention-grabbing sentence to get your audience interested, then you’ll give a few sentences setting up the topic so that readers have some context, and you’ll end with your thesis statement. Your introduction will include:

  • Brief background information explaining the issue/text
  • Your thesis

Body Paragraphs

Your analytical essay will typically have three or four body paragraphs, each covering a different point of analysis. Begin each body paragraph with a sentence that sets up the main point you’ll be discussing. Then you’ll give some analysis on that point, backing it up with evidence to support your claim. Continue analyzing and giving evidence for your analysis until you’re out of strong points for the topic. At the end of each body paragraph, you may choose to have a transition sentence that sets up what the next paragraph will be about, but this isn’t required. Body paragraphs will include:

  • Introductory sentence explaining what you’ll cover in the paragraph (sort of like a mini-thesis)
  • Analysis point
  • Evidence (either passages from the text or data/facts) that supports the analysis
  • (Repeat analysis and evidence until you run out of examples)

You won’t be making any new points in your conclusion; at this point you’re just reiterating key points you’ve already made and wrapping things up. Begin by rephrasing your thesis and summarizing the main points you made in the essay. Someone who reads just your conclusion should be able to come away with a basic idea of what your essay was about and how it was structured. After this, you may choose to make some final concluding thoughts, potentially by connecting your essay topic to larger issues to show why it’s important. A conclusion will include:

  • Paraphrase of thesis
  • Summary of key points of analysis
  • Final concluding thought(s)

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5 Steps for Writing an Analytical Essay

Follow these five tips to break down writing an analytical essay into manageable steps. By the end, you’ll have a fully-crafted analytical essay with both in-depth analysis and enough evidence to support your argument. All of these steps use the completed analytical essay in the next section as an example.

#1: Pick a Topic

You may have already had a topic assigned to you, and if that’s the case, you can skip this step. However, if you haven’t, or if the topic you’ve been assigned is broad enough that you still need to narrow it down, then you’ll need to decide on a topic for yourself. Choosing the right topic can mean the difference between an analytical essay that’s easy to research (and gets you a good grade) and one that takes hours just to find a few decent points to analyze

Before you decide on an analytical essay topic, do a bit of research to make sure you have enough examples to support your analysis. If you choose a topic that’s too narrow, you’ll struggle to find enough to write about.

For example, say your teacher assigns you to write an analytical essay about the theme in John Steinbeck’s The Grapes of Wrath of exposing injustices against migrants. For it to be an analytical essay, you can’t just recount the injustices characters in the book faced; that’s only a summary and doesn’t include analysis. You need to choose a topic that allows you to analyze the theme. One of the best ways to explore a theme is to analyze how the author made his/her argument. One example here is that Steinbeck used literary devices in the intercalary chapters (short chapters that didn’t relate to the plot or contain the main characters of the book) to show what life was like for migrants as a whole during the Dust Bowl.

You could write about how Steinbeck used literary devices throughout the whole book, but, in the essay below, I chose to just focus on the intercalary chapters since they gave me enough examples. Having a narrower focus will nearly always result in a tighter and more convincing essay (and can make compiling examples less overwhelming).

#2: Write a Thesis Statement

Your thesis statement is the most important sentence of your essay; a reader should be able to read just your thesis and understand what the entire essay is about and what you’ll be analyzing. When you begin writing, remember that each sentence in your analytical essay should relate back to your thesis

In the analytical essay example below, the thesis is the final sentence of the first paragraph (the traditional spot for it). The thesis is: “In The Grapes of Wrath’s intercalary chapters, John Steinbeck employs a variety of literary devices and stylistic choices to better expose the injustices committed against migrants in the 1930s.” So what will this essay analyze? How Steinbeck used literary devices in the intercalary chapters to show how rough migrants could have it. Crystal clear.

#3: Do Research to Find Your Main Points

This is where you determine the bulk of your analysis--the information that makes your essay an analytical essay. My preferred method is to list every idea that I can think of, then research each of those and use the three or four strongest ones for your essay. Weaker points may be those that don’t relate back to the thesis, that you don’t have much analysis to discuss, or that you can’t find good examples for. A good rule of thumb is to have one body paragraph per main point

This essay has four main points, each of which analyzes a different literary device Steinbeck uses to better illustrate how difficult life was for migrants during the Dust Bowl. The four literary devices and their impact on the book are:

  • Lack of individual names in intercalary chapters to illustrate the scope of the problem
  • Parallels to the Bible to induce sympathy for the migrants
  • Non-showy, often grammatically-incorrect language so the migrants are more realistic and relatable to readers
  • Nature-related metaphors to affect the mood of the writing and reflect the plight of the migrants

#4: Find Excerpts or Evidence to Support Your Analysis

Now that you have your main points, you need to back them up. If you’re writing a paper about a text or film, use passages/clips from it as your main source of evidence. If you’re writing about something else, your evidence can come from a variety of sources, such as surveys, experiments, quotes from knowledgeable sources etc. Any evidence that would work for a regular research paper works here.

In this example, I quoted multiple passages from The Grapes of Wrath  in each paragraph to support my argument. You should be able to back up every claim you make with evidence in order to have a strong essay.

#5: Put It All Together

Now it's time to begin writing your essay, if you haven’t already. Create an introductory paragraph that ends with the thesis, make a body paragraph for each of your main points, including both analysis and evidence to back up your claims, and wrap it all up with a conclusion that recaps your thesis and main points and potentially explains the big picture importance of the topic.

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Analytical Essay Example + Analysis

So that you can see for yourself what a completed analytical essay looks like, here’s an essay I wrote back in my high school days. It’s followed by analysis of how I structured my essay, what its strengths are, and how it could be improved.

One way Steinbeck illustrates the connections all migrant people possessed and the struggles they faced is by refraining from using specific titles and names in his intercalary chapters. While The Grapes of Wrath focuses on the Joad family, the intercalary chapters show that all migrants share the same struggles and triumphs as the Joads. No individual names are used in these chapters; instead the people are referred to as part of a group. Steinbeck writes, “Frantic men pounded on the doors of the doctors; and the doctors were busy.  And sad men left word at country stores for the coroner to send a car,” (555). By using generic terms, Steinbeck shows how the migrants are all linked because they have gone through the same experiences. The grievances committed against one family were committed against thousands of other families; the abuse extends far beyond what the Joads experienced. The Grapes of Wrath frequently refers to the importance of coming together; how, when people connect with others their power and influence multiplies immensely. Throughout the novel, the goal of the migrants, the key to their triumph, has been to unite. While their plans are repeatedly frustrated by the government and police, Steinbeck’s intercalary chapters provide a way for the migrants to relate to one another because they have encountered the same experiences. Hundreds of thousands of migrants fled to the promised land of California, but Steinbeck was aware that numbers alone were impersonal and lacked the passion he desired to spread. Steinbeck created the intercalary chapters to show the massive numbers of people suffering, and he created the Joad family to evoke compassion from readers.  Because readers come to sympathize with the Joads, they become more sensitive to the struggles of migrants in general. However, John Steinbeck frequently made clear that the Joads were not an isolated incident; they were not unique. Their struggles and triumphs were part of something greater. Refraining from specific names in his intercalary chapters allows Steinbeck to show the vastness of the atrocities committed against migrants.

Steinbeck also creates significant parallels to the Bible in his intercalary chapters in order to enhance his writing and characters. By using simple sentences and stylized writing, Steinbeck evokes Biblical passages. The migrants despair, “No work till spring. No work,” (556).  Short, direct sentences help to better convey the desperateness of the migrants’ situation. Throughout his novel, John Steinbeck makes connections to the Bible through his characters and storyline. Jim Casy’s allusions to Christ and the cycle of drought and flooding are clear biblical references.  By choosing to relate The Grapes of Wrath to the Bible, Steinbeck’s characters become greater than themselves. Starving migrants become more than destitute vagrants; they are now the chosen people escaping to the promised land. When a forgotten man dies alone and unnoticed, it becomes a tragedy. Steinbeck writes, “If [the migrants] were shot at, they did not run, but splashed sullenly away; and if they were hit, they sank tiredly in the mud,” (556). Injustices committed against the migrants become greater because they are seen as children of God through Steinbeck’s choice of language. Referencing the Bible strengthens Steinbeck’s novel and purpose: to create understanding for the dispossessed.  It is easy for people to feel disdain for shabby vagabonds, but connecting them to such a fundamental aspect of Christianity induces sympathy from readers who might have otherwise disregarded the migrants as so many other people did.

The simple, uneducated dialogue Steinbeck employs also helps to create a more honest and meaningful representation of the migrants, and it makes the migrants more relatable to readers. Steinbeck chooses to accurately represent the language of the migrants in order to more clearly illustrate their lives and make them seem more like real paper than just characters in a book. The migrants lament, “They ain’t gonna be no kinda work for three months,” (555). There are multiple grammatical errors in that single sentence, but it vividly conveys the despair the migrants felt better than a technically perfect sentence would. The Grapes of Wrath is intended to show the severe difficulties facing the migrants so Steinbeck employs a clear, pragmatic style of writing.  Steinbeck shows the harsh, truthful realities of the migrants’ lives and he would be hypocritical if he chose to give the migrants a more refined voice and not portray them with all their shortcomings. The depiction of the migrants as imperfect through their language also makes them easier to relate to. Steinbeck’s primary audience was the middle class, the less affluent of society. Repeatedly in The Grapes of Wrath , the wealthy make it obvious that they scorn the plight of the migrants. The wealthy, not bad luck or natural disasters, were the prominent cause of the suffering of migrant families such as the Joads. Thus, Steinbeck turns to the less prosperous for support in his novel. When referring to the superior living conditions barnyard animals have, the migrants remark, “Them’s horses-we’re men,” (556).  The perfect simplicity of this quote expresses the absurdness of the migrants’ situation better than any flowery expression could.

In The Grapes of Wrath , John Steinbeck uses metaphors, particularly about nature, in order to illustrate the mood and the overall plight of migrants. Throughout most of the book, the land is described as dusty, barren, and dead. Towards the end, however; floods come and the landscape begins to change. At the end of chapter twenty-nine, Steinbeck describes a hill after the floods saying, “Tiny points of grass came through the earth, and in a few days the hills were pale green with the beginning year,” (556). This description offers a stark contrast from the earlier passages which were filled with despair and destruction. Steinbeck’s tone from the beginning of the chapter changes drastically. Early in the chapter, Steinbeck had used heavy imagery in order to convey the destruction caused by the rain, “The streams and the little rivers edged up to the bank sides and worked at willows and tree roots, bent the willows deep in the current, cut out the roots of cottonwoods and brought down the trees,” (553). However, at the end of the chapter the rain has caused new life to grow in California. The new grass becomes a metaphor representing hope. When the migrants are at a loss over how they will survive the winter, the grass offers reassurance. The story of the migrants in the intercalary chapters parallels that of the Joads. At the end of the novel, the family is breaking apart and has been forced to flee their home. However, both the book and final intercalary chapter end on a hopeful note after so much suffering has occurred. The grass metaphor strengthens Steinbeck’s message because it offers a tangible example of hope. Through his language Steinbeck’s themes become apparent at the end of the novel. Steinbeck affirms that persistence, even when problems appear insurmountable, leads to success. These metaphors help to strengthen Steinbeck’s themes in The Grapes of Wrath because they provide a more memorable way to recall important messages.

John Steinbeck’s language choices help to intensify his writing in his intercalary chapters and allow him to more clearly show how difficult life for migrants could be. Refraining from using specific names and terms allows Steinbeck to show that many thousands of migrants suffered through the same wrongs. Imitating the style of the Bible strengthens Steinbeck’s characters and connects them to the Bible, perhaps the most famous book in history. When Steinbeck writes in the imperfect dialogue of the migrants, he creates a more accurate portrayal and makes the migrants easier to relate to for a less affluent audience. Metaphors, particularly relating to nature, strengthen the themes in The Grapes of Wrath by enhancing the mood Steinbeck wants readers to feel at different points in the book. Overall, the intercalary chapters that Steinbeck includes improve his novel by making it more memorable and reinforcing the themes Steinbeck embraces throughout the novel. Exemplary stylistic devices further persuade readers of John Steinbeck’s personal beliefs. Steinbeck wrote The Grapes of Wrath to bring to light cruelties against migrants, and by using literary devices effectively, he continuously reminds readers of his purpose. Steinbeck’s impressive language choices in his intercalary chapters advance the entire novel and help to create a classic work of literature that people still are able to relate to today. 

This essay sticks pretty closely to the standard analytical essay outline. It starts with an introduction, where I chose to use a quote to start off the essay. (This became my favorite way to start essays in high school because, if I wasn’t sure what to say, I could outsource the work and find a quote that related to what I’d be writing about.) The quote in this essay doesn’t relate to the themes I’m discussing quite as much as it could, but it’s still a slightly different way to start an essay and can intrigue readers. I then give a bit of background on The Grapes of Wrath and its themes before ending the intro paragraph with my thesis: that Steinbeck used literary devices in intercalary chapters to show how rough migrants had it.

Each of my four body paragraphs is formatted in roughly the same way: an intro sentence that explains what I’ll be discussing, analysis of that main point, and at least two quotes from the book as evidence.

My conclusion restates my thesis, summarizes each of four points I discussed in my body paragraphs, and ends the essay by briefly discussing how Steinbeck’s writing helped introduce a world of readers to the injustices migrants experienced during the dust bowl.

What does this analytical essay example do well? For starters, it contains everything that a strong analytical essay should, and it makes that easy to find. The thesis clearly lays out what the essay will be about, the first sentence of each of the body paragraph introduces the topic it’ll cover, and the conclusion neatly recaps all the main points. Within each of the body paragraphs, there’s analysis along with multiple excerpts from the book in order to add legitimacy to my points.

Additionally, the essay does a good job of taking an in-depth look at the issue introduced in the thesis. Four ways Steinbeck used literary devices are discussed, and for each of the examples are given and analysis is provided so readers can understand why Steinbeck included those devices and how they helped shaped how readers viewed migrants and their plight.

Where could this essay be improved? I believe the weakest body paragraph is the third one, the one that discusses how Steinbeck used plain, grammatically incorrect language to both accurately depict the migrants and make them more relatable to readers. The paragraph tries to touch on both of those reasons and ends up being somewhat unfocused as a result. It would have been better for it to focus on just one of those reasons (likely how it made the migrants more relatable) in order to be clearer and more effective. It’s a good example of how adding more ideas to an essay often doesn’t make it better if they don’t work with the rest of what you’re writing. This essay also could explain the excerpts that are included more and how they relate to the points being made. Sometimes they’re just dropped in the essay with the expectation that the readers will make the connection between the example and the analysis. This is perhaps especially true in the second body paragraph, the one that discusses similarities to Biblical passages. Additional analysis of the quotes would have strengthened it.

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Summary: How to Write an Analytical Essay

What is an analytical essay? A critical analytical essay analyzes a topic, often a text or film. The analysis paper uses evidence to support the argument, such as excerpts from the piece of writing. All analytical papers include a thesis, analysis of the topic, and evidence to support that analysis.

When developing an analytical essay outline and writing your essay, follow these five steps:

Reading analytical essay examples can also give you a better sense of how to structure your essay and what to include in it.

What's Next?

Learning about different writing styles in school? There are four main writing styles, and it's important to understand each of them. Learn about them in our guide to writing styles , complete with examples.

Writing a research paper for school but not sure what to write about? Our guide to research paper topics has over 100 topics in ten categories so you can be sure to find the perfect topic for you.

Literary devices can both be used to enhance your writing and communication. Check out this list of 31 literary devices to learn more !

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Research Papers

Introduction.

This overview of research paper strategies will focus on the type of research paper that uses library resources.

The research paper is a popular academic assignment. Forms of it are also used in various professional fields. The research paper gives you the opportunity to think seriously about some issue. Building on the research of others, you have the opportunity to contribute your own research and insights to a particular question of interest to you. It also gives you practice in important academic skills such as:

  • formulating research questions
  • conducting research
  • managing time
  • organizing information into coherent ideas
  • substantiating arguments with research in the field
  • and presenting insights about the research

Disciplines vary in their ways of conducting research, in writing research papers, and in the form of the final copy. See the  Complete Discipline Listing Guide (Purdue OWL)  of style guide information, with links to useful resources under each discipline.

Individual instructors may also vary in their expectations of a research paper. It is important that  you read the assignment carefully . Writing a research paper can be a very messy and fluid process, and the following is only a representation of commonly used steps.

  • Start by choosing a topic.
  • Then  narrow your topic .
  • Draft a main claim or  thesis statement  (which may easily change as you do the research).
  • Do the research. For more information, see guides on how to  evaluate websites  and other sources;  understanding primary vs. secondary sources ; incorporating references , and paraphrase and summary .
  • Organize the research. ( Outlining  can really help at this point.)
  • Draft. See  The Writing Process  for drafting ideas, tips, and suggestions.
  • Create your  bibliography or works cited  page.
  • Revise your draft.  Revise for content  and  for organization .
  • Edit and proofread  your final draft.

Two major types of research papers

Argumentative research paper: .

The argumentative research paper consists of an introduction in which you clearly introduce the topic and inform the audience exactly which stance you intend to take; this stance is often identified as the  thesis statement . An important goal of the argumentative research paper is persuasion, which means the topic chosen should be debatable or controversial. To be debatable, someone must be able to argue against your position. For example, “Mozart was a composer” is a fact and cannot be argued against, but “Mozart was the best composer to ever live” is an opinion and can be argued against. 

You would support the thesis throughout the paper by means of both primary and secondary sources, with the intent to persuade the audience that the interpretation of the situation is viable. 

Analytical research paper: 

The analytical research paper often begins with asking a question (a.k.a. a research question) on which you have not taken a stance. Such a paper is often an exercise in exploration and evaluation. 

It is not the intent to persuade the audience that your ideas are right while those of others are wrong. Instead, the goal is to offer a critical interpretation of primary and secondary sources throughout the paper--sources that should, ultimately, buttress particular analysis of the topic. 

It is typically not until you have begun the writing process that the thesis statement begins to take solid form. In fact, the thesis statement in an analytical paper is often more fluid than the thesis in an argumentative paper. Such is one of the benefits of approaching the topic without a predetermined stance. 

Updated June 2022

8.3 Glance at Genre: Informal and Formal Analytical Reports

Learning outcomes.

By the end of this section, you will be able to:

  • Determine purpose and audience expectations for an analytical report.
  • Identify key features of informal and formal reports.
  • Define key terms and characteristics of an analytical report.

It is important to understand the purpose of your report, the expectations of the audience, any specific formatting requirements, and the types of evidence you can use.

Defining a Specific Purpose

Your purpose is your reason for writing. The purpose of a report is to inform; as the writer, you are tasked with providing information and explaining it to readers. Many topics are suitable for informative writing—how to find a job, the way a disease spreads within a population, or the items on which people spend the most money. Some textbooks are examples of informative writing, as is much of the reporting you find on reputable news sites.

An analytical report is a type of report. Its purpose is to present and analyze information. An assignment for an analytical report will likely include words such as analyze , compare , contrast , cause , and/or discuss , indicating the specific purpose of the report. Here are a few examples:

  • Discuss and analyze potential career paths with strong employment prospects for young adults.
  • Compare and contrast proposals to reduce binge drinking among college students.
  • Analyze the Cause-and-effect of injuries on construction sites and the effects of efforts to reduce workplace injuries.
  • Discuss the Effect of the 1965 Voting Rights Act on voting patterns among U.S. citizens of color.
  • Analyze the success and failure of strategies used by the major political parties to encourage citizens to vote.

Tuning In to Audience Expectations

The audience for your report consists of the people who will read it or who could read it. Are you writing for your instructor? For your classmates? For other students and teachers in professional fields or academic disciplines? For people in your community? Whoever your readers are, they expect you to do the following:

  • Have an idea of what they already know about your topic, and adjust your writing as needed. If readers are new to the topic, they expect you to provide necessary background information. If they are knowledgeable about the topic, they will expect you to cover the background quickly.
  • Provide reliable information in the form of specific facts, statistics, and examples. Whether you present your own research or information from other sources, readers expect you to have done your homework in order to supply trustworthy information.
  • Define terms, especially if audience members may be unfamiliar with your topic.
  • Structure your report in a logical way. It should open with an introduction that tells readers the subject and should follow a logical structure.
  • Adopt an objective stance and neutral tone, free of any bias, personal feelings, or emotional language. By demonstrating objectivity, you show respect for your readers’ knowledge and intelligence, and you build credibility and trust, or ethos , with them.
  • Present and cite source information fairly and accurately.

Informal Reports

An informal analytical report will identify a problem, provide factual information about the problem, and draw conclusions about the information. An informal report is usually structured like an essay, with an introduction or summary, body paragraphs, and a conclusion or recommendations. It will likely feature headings identifying key sections and be presented in academic essay format, such as MLA Documentation and Format or APA Documentation and Format . For an example of an informal analytical report documented in APA style, see Trevor Garcia’s paper on the U.S. response to COVID-19 in 2020 in the Annotated Student Sample .

Other types of informal reports include journalism reports. A traditional journalism report involves a reporter for a news organization reporting on the day’s events—the results of an election, a political crisis, a plane crash, a celebrity marriage—on TV, on radio, or in print. An investigative journalism report, on the other hand, involves reporters doing original research over a period of weeks or months to uncover significant new information, similar to what Barbara Ehrenreich did for her book Nickel and Dimed . For sample traditional and investigative journalistic reports, visit the website of a reliable news organization or publication, such as the New York Times , the Washington Post , the Wall Street Journal , the Economist , the New Yorker , or the Atlantic .

Formal Reports

Writers in the social sciences, the natural sciences, technical fields, and business often write formal analytical reports. These include lab reports, research reports, and proposals.

Formal reports present findings and data drawn from experiments, surveys, and research and often end with a conclusion based on an analysis of these findings and data. These reports frequently include visuals such as graphs, bar charts, pie charts, photographs, or diagrams that are captioned and referred to in the text. Formal reports always cite sources of information, often using APA Documentation and Format , used in the examples in this chapter, or a similar style.

If you are assigned a formal report in a class, follow the instructions carefully. Your instructor will likely explain the assignment in detail and provide explicit directions and guidelines for the research you will need to do (including any permission required by your college or university if you conduct research on human subjects), how to organize the information you gather, and how to write and format your report. A formal report is a complex, highly organized, and often lengthy document with a specified format and sections usually marked by headings.

Following are the components of a formal analytical report. Depending on the assignment and the audience, a formal report you write may include some or all of these parts. For example, a research report following APA format usually includes a title page, an abstract, headings for components of the body of the report (methods, results, discussion), and a references page. Detailed APA guidelines are available online, including at the Purdue University Online Writing Lab .

Components of Formal Analytical Reports

  • Letter of transmittal . When a report is submitted, it is usually accompanied by a letter or email to the recipient explaining the nature of the report and signed by those responsible for writing it. Write the letter of transmittal when the report is finished and ready for submission.
  • Title page . The title page includes the title of the report, the name(s) of the author(s), and the date it was written or submitted. The report title should describe the report simply, directly, and clearly and should not try to be too clever. For example, The New Student Writing Project: A Two-Year Report is a clear, descriptive title, whereas Write On, Students! is not.
  • Acknowledgments . If other people and/or organizations contributed to the report, include a page or paragraph thanking them.
  • Table of contents . For long reports (10 pages or more), create a table of contents to help readers navigate easily. List the major components and subsections of the report and the pages on which they begin.
  • Executive summary or abstract . The executive summary or abstract is a paragraph that highlights the findings of the report. The purpose of this section is to present information in the quickest, most concentrated, and most economical way possible to be useful to readers. Write this section after you have completed the rest of the report.
  • Introduction or background . The introduction provides necessary background information to help readers understand the report. This section also indicates what information is included in the report.
  • Methods . Especially in the social sciences, the natural sciences, and technical disciplines, the methods or procedures section outlines how you gathered information and from what sources, such as experiments, surveys, library research, interviews, and so on.
  • Results . In the results section, you summarize the data you have collected from your research, explain your method of analysis, and present this information in detail, often in a table, graph, or chart.
  • Discussion or Conclusion . In this section, you interpret the results and present the conclusions of your research. This section also may be called “Discussion of Findings.”
  • Recommendations . In this section, you explain what you believe should be done in response to your research findings.
  • References and bibliography . The references section includes every source you cited in the report. The bibliography contains, in addition to those cited in the report, sources that readers can consult to learn more.
  • Appendix . An appendix (plural: appendices ) includes documents that are related to the report or contain information that can be culled but are not deemed central to understanding the report.

The following links take you to sample formal reports written by students and offer tips from librarians posted by colleges and universities in the United States. These samples may help you better understand what is involved in writing a formal analytical report.

  • Product review report , from the University/College Library of Broward College and Florida Atlantic University
  • Business report , from Wright State University
  • Technical report , from the University of Utah
  • Lab report , from Hamilton College
  • Field report , from the University of Southern California

Exploring the Genre

The following are key terms and characteristics related to reports.

  • Audience : Readers of a report or any piece of writing.
  • Bias : A preconceived opinion about something, such as a subject, an idea, a person, or a group of people. As a reader, be attentive to potential bias in sources; as a writer, be attentive to your own biases.
  • Body : The main part of a report between the introduction and the conclusion. The body of an analytical report consists of paragraphs in which the writer presents and analyzes key information.
  • Citation of sources: References in the written text to sources that a writer has used in a report.
  • Conclusion and/or recommendation : The last part of a report. In this section, the writer summarizes the significance of the information in the report or offers recommendations—or both.
  • Critical thinking : The ability to look beneath the surface of words and images to analyze, interpret, and evaluate them.
  • Ethos : The sense that the writer or other authority is trustworthy and credible; also known as ethical appeal .
  • Evidence : Statements of fact, statistics, examples, and expert opinions that support the writer’s points.
  • Facts : Statements whose truth can be proved or verified and that serve as evidence in a report.
  • Introduction : The first section of a report after any front matter, such as an abstract or table of contents. In an analytical report, the writer introduces the topic to be addressed and often presents the thesis at the end of the introduction.
  • Logos : The use of facts as evidence to appeal to an audience’s logical and rational thinking; also known as logical appeal .
  • Objective stance : Writing in a way that is free from bias, personal feelings, and emotional language. An objective stance is especially important in report writing.
  • Purpose : The reason for writing. The purpose of an analytical report is to examine a subject or issue closely, often from multiple perspectives, by looking at causes and effects, by comparing and contrasting, or by examining problems and proposing solutions.
  • Statistics : Factual statements that include numbers and often serve as evidence in a report.
  • Synthesis : Making connections among and combining ideas, facts, statistics, and other information.
  • Thesis : The central or main idea that you will convey in your report. The thesis is often referred to as the central claim in argumentative writing.
  • Thesis statement : A declarative sentence (sometimes two) that states the topic, the angle you are taking, and the aspects of the topic you will cover. For a report, a thesis indicates and limits the scope of the report.

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Research Paper Writing: 6. Results / Analysis

  • 1. Getting Started
  • 2. Abstract
  • 3. Introduction
  • 4. Literature Review
  • 5. Methods / Materials
  • 6. Results / Analysis
  • 7. Discussion
  • 8. Conclusion
  • 9. Reference

Writing about the information

There are two sections of a research paper depending on what style is being written. The sections are usually straightforward commentary of exactly what the writer observed and found during the actual research. It is important to include only the important findings, and avoid too much information that can bury the exact meaning of the context.

The results section should aim to narrate the findings without trying to interpret or evaluate, and also provide a direction to the discussion section of the research paper. The results are reported and reveals the analysis. The analysis section is where the writer describes what was done with the data found.  In order to write the analysis section it is important to know what the analysis consisted of, but does not mean data is needed. The analysis should already be performed to write the results section.

Written explanations

How should the analysis section be written?

  • Should be a paragraph within the research paper
  • Consider all the requirements (spacing, margins, and font)
  • Should be the writer’s own explanation of the chosen problem
  • Thorough evaluation of work
  • Description of the weak and strong points
  • Discussion of the effect and impact
  • Includes criticism

How should the results section be written?

  • Show the most relevant information in graphs, figures, and tables
  • Include data that may be in the form of pictures, artifacts, notes, and interviews
  • Clarify unclear points
  • Present results with a short discussion explaining them at the end
  • Include the negative results
  • Provide stability, accuracy, and value

How the style is presented

Analysis section

  • Includes a justification of the methods used
  • Technical explanation

Results section

  • Purely descriptive
  • Easily explained for the targeted audience
  • Data driven

Example of a Results Section

Publication Manual of the American Psychological Association Sixth Ed. 2010

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Although research paper assignments may vary widely, there are essentially two basic types of research papers. These are argumentative and analytical .

Argumentative

In an argumentative research paper, a student both states the topic they will be exploring and immediately establishes the position they will argue regarding that topic in a thesis statement . This type of paper hopes to persuade its reader to adopt the view presented.

 Example : a paper that argues the merits of early exposure to reading for children would be an argumentative essay.

An analytical research paper states the topic that the writer will be exploring, usually in the form of a question, initially taking a neutral stance. The body of the paper will present multifaceted information and, ultimately, the writer will state their conclusion, based on the information that has unfolded throughout the course of the essay. This type of paper hopes to offer a well-supported critical analysis without necessarily persuading the reader to any particular way of thinking.

Example : a paper that explores the use of metaphor in one of Shakespeare's sonnets would be an example of an analytical essay.

*Please note that this LibGuide will primarily be concerning itself with argumentative or rhetorical research papers.

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Types of research papers

analytical research paper parts

Analytical research paper

Argumentative or persuasive paper, definition paper, compare and contrast paper, cause and effect paper, interpretative paper, experimental research paper, survey research paper, frequently asked questions about the different types of research papers, related articles.

There are multiple different types of research papers. It is important to know which type of research paper is required for your assignment, as each type of research paper requires different preparation. Below is a list of the most common types of research papers.

➡️ Read more:  What is a research paper?

In an analytical research paper you:

  • pose a question
  • collect relevant data from other researchers
  • analyze their different viewpoints

You focus on the findings and conclusions of other researchers and then make a personal conclusion about the topic. It is important to stay neutral and not show your own negative or positive position on the matter.

The argumentative paper presents two sides of a controversial issue in one paper. It is aimed at getting the reader on the side of your point of view.

You should include and cite findings and arguments of different researchers on both sides of the issue, but then favor one side over the other and try to persuade the reader of your side. Your arguments should not be too emotional though, they still need to be supported with logical facts and statistical data.

Tip: Avoid expressing too much emotion in a persuasive paper.

The definition paper solely describes facts or objective arguments without using any personal emotion or opinion of the author. Its only purpose is to provide information. You should include facts from a variety of sources, but leave those facts unanalyzed.

Compare and contrast papers are used to analyze the difference between two:

Make sure to sufficiently describe both sides in the paper, and then move on to comparing and contrasting both thesis and supporting one.

Cause and effect papers are usually the first types of research papers that high school and college students write. They trace probable or expected results from a specific action and answer the main questions "Why?" and "What?", which reflect effects and causes.

In business and education fields, cause and effect papers will help trace a range of results that could arise from a particular action or situation.

An interpretative paper requires you to use knowledge that you have gained from a particular case study, for example a legal situation in law studies. You need to write the paper based on an established theoretical framework and use valid supporting data to back up your statement and conclusion.

This type of research paper basically describes a particular experiment in detail. It is common in fields like:

Experiments are aimed to explain a certain outcome or phenomenon with certain actions. You need to describe your experiment with supporting data and then analyze it sufficiently.

This research paper demands the conduction of a survey that includes asking questions to respondents. The conductor of the survey then collects all the information from the survey and analyzes it to present it in the research paper.

➡️ Ready to start your research paper? Take a look at our guide on how to start a research paper .

In an analytical research paper, you pose a question and then collect relevant data from other researchers to analyze their different viewpoints. You focus on the findings and conclusions of other researchers and then make a personal conclusion about the topic.

The definition paper solely describes facts or objective arguments without using any personal emotion or opinion of the author. Its only purpose is to provide information.

Cause and effect papers are usually the first types of research papers that high school and college students are confronted with. The answer questions like "Why?" and "What?", which reflect effects and causes. In business and education fields, cause and effect papers will help trace a range of results that could arise from a particular action or situation.

This type of research paper describes a particular experiment in detail. It is common in fields like biology, chemistry or physics. Experiments are aimed to explain a certain outcome or phenomenon with certain actions.

analytical research paper parts

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  • What Is a Research Design | Types, Guide & Examples

What Is a Research Design | Types, Guide & Examples

Published on June 7, 2021 by Shona McCombes . Revised on September 5, 2024 by Pritha Bhandari.

A research design is a strategy for answering your   research question  using empirical data. Creating a research design means making decisions about:

  • Your overall research objectives and approach
  • Whether you’ll rely on primary research or secondary research
  • Your sampling methods or criteria for selecting subjects
  • Your data collection methods
  • The procedures you’ll follow to collect data
  • Your data analysis methods

A well-planned research design helps ensure that your methods match your research objectives and that you use the right kind of analysis for your data.

You might have to write up a research design as a standalone assignment, or it might be part of a larger   research proposal or other project. In either case, you should carefully consider which methods are most appropriate and feasible for answering your question.

Table of contents

Step 1: consider your aims and approach, step 2: choose a type of research design, step 3: identify your population and sampling method, step 4: choose your data collection methods, step 5: plan your data collection procedures, step 6: decide on your data analysis strategies, other interesting articles, frequently asked questions about research design.

  • Introduction

Before you can start designing your research, you should already have a clear idea of the research question you want to investigate.

There are many different ways you could go about answering this question. Your research design choices should be driven by your aims and priorities—start by thinking carefully about what you want to achieve.

The first choice you need to make is whether you’ll take a qualitative or quantitative approach.

Qualitative approach Quantitative approach
and describe frequencies, averages, and correlations about relationships between variables

Qualitative research designs tend to be more flexible and inductive , allowing you to adjust your approach based on what you find throughout the research process.

Quantitative research designs tend to be more fixed and deductive , with variables and hypotheses clearly defined in advance of data collection.

It’s also possible to use a mixed-methods design that integrates aspects of both approaches. By combining qualitative and quantitative insights, you can gain a more complete picture of the problem you’re studying and strengthen the credibility of your conclusions.

Practical and ethical considerations when designing research

As well as scientific considerations, you need to think practically when designing your research. If your research involves people or animals, you also need to consider research ethics .

  • How much time do you have to collect data and write up the research?
  • Will you be able to gain access to the data you need (e.g., by travelling to a specific location or contacting specific people)?
  • Do you have the necessary research skills (e.g., statistical analysis or interview techniques)?
  • Will you need ethical approval ?

At each stage of the research design process, make sure that your choices are practically feasible.

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Within both qualitative and quantitative approaches, there are several types of research design to choose from. Each type provides a framework for the overall shape of your research.

Types of quantitative research designs

Quantitative designs can be split into four main types.

  • Experimental and   quasi-experimental designs allow you to test cause-and-effect relationships
  • Descriptive and correlational designs allow you to measure variables and describe relationships between them.
Type of design Purpose and characteristics
Experimental relationships effect on a
Quasi-experimental )
Correlational
Descriptive

With descriptive and correlational designs, you can get a clear picture of characteristics, trends and relationships as they exist in the real world. However, you can’t draw conclusions about cause and effect (because correlation doesn’t imply causation ).

Experiments are the strongest way to test cause-and-effect relationships without the risk of other variables influencing the results. However, their controlled conditions may not always reflect how things work in the real world. They’re often also more difficult and expensive to implement.

Types of qualitative research designs

Qualitative designs are less strictly defined. This approach is about gaining a rich, detailed understanding of a specific context or phenomenon, and you can often be more creative and flexible in designing your research.

The table below shows some common types of qualitative design. They often have similar approaches in terms of data collection, but focus on different aspects when analyzing the data.

Type of design Purpose and characteristics
Grounded theory
Phenomenology

Your research design should clearly define who or what your research will focus on, and how you’ll go about choosing your participants or subjects.

In research, a population is the entire group that you want to draw conclusions about, while a sample is the smaller group of individuals you’ll actually collect data from.

Defining the population

A population can be made up of anything you want to study—plants, animals, organizations, texts, countries, etc. In the social sciences, it most often refers to a group of people.

For example, will you focus on people from a specific demographic, region or background? Are you interested in people with a certain job or medical condition, or users of a particular product?

The more precisely you define your population, the easier it will be to gather a representative sample.

  • Sampling methods

Even with a narrowly defined population, it’s rarely possible to collect data from every individual. Instead, you’ll collect data from a sample.

To select a sample, there are two main approaches: probability sampling and non-probability sampling . The sampling method you use affects how confidently you can generalize your results to the population as a whole.

Probability sampling Non-probability sampling

Probability sampling is the most statistically valid option, but it’s often difficult to achieve unless you’re dealing with a very small and accessible population.

For practical reasons, many studies use non-probability sampling, but it’s important to be aware of the limitations and carefully consider potential biases. You should always make an effort to gather a sample that’s as representative as possible of the population.

Case selection in qualitative research

In some types of qualitative designs, sampling may not be relevant.

For example, in an ethnography or a case study , your aim is to deeply understand a specific context, not to generalize to a population. Instead of sampling, you may simply aim to collect as much data as possible about the context you are studying.

In these types of design, you still have to carefully consider your choice of case or community. You should have a clear rationale for why this particular case is suitable for answering your research question .

For example, you might choose a case study that reveals an unusual or neglected aspect of your research problem, or you might choose several very similar or very different cases in order to compare them.

Data collection methods are ways of directly measuring variables and gathering information. They allow you to gain first-hand knowledge and original insights into your research problem.

You can choose just one data collection method, or use several methods in the same study.

Survey methods

Surveys allow you to collect data about opinions, behaviors, experiences, and characteristics by asking people directly. There are two main survey methods to choose from: questionnaires and interviews .

Questionnaires Interviews
)

Observation methods

Observational studies allow you to collect data unobtrusively, observing characteristics, behaviors or social interactions without relying on self-reporting.

Observations may be conducted in real time, taking notes as you observe, or you might make audiovisual recordings for later analysis. They can be qualitative or quantitative.

Quantitative observation

Other methods of data collection

There are many other ways you might collect data depending on your field and topic.

Field Examples of data collection methods
Media & communication Collecting a sample of texts (e.g., speeches, articles, or social media posts) for data on cultural norms and narratives
Psychology Using technologies like neuroimaging, eye-tracking, or computer-based tasks to collect data on things like attention, emotional response, or reaction time
Education Using tests or assignments to collect data on knowledge and skills
Physical sciences Using scientific instruments to collect data on things like weight, blood pressure, or chemical composition

If you’re not sure which methods will work best for your research design, try reading some papers in your field to see what kinds of data collection methods they used.

Secondary data

If you don’t have the time or resources to collect data from the population you’re interested in, you can also choose to use secondary data that other researchers already collected—for example, datasets from government surveys or previous studies on your topic.

With this raw data, you can do your own analysis to answer new research questions that weren’t addressed by the original study.

Using secondary data can expand the scope of your research, as you may be able to access much larger and more varied samples than you could collect yourself.

However, it also means you don’t have any control over which variables to measure or how to measure them, so the conclusions you can draw may be limited.

As well as deciding on your methods, you need to plan exactly how you’ll use these methods to collect data that’s consistent, accurate, and unbiased.

Planning systematic procedures is especially important in quantitative research, where you need to precisely define your variables and ensure your measurements are high in reliability and validity.

Operationalization

Some variables, like height or age, are easily measured. But often you’ll be dealing with more abstract concepts, like satisfaction, anxiety, or competence. Operationalization means turning these fuzzy ideas into measurable indicators.

If you’re using observations , which events or actions will you count?

If you’re using surveys , which questions will you ask and what range of responses will be offered?

You may also choose to use or adapt existing materials designed to measure the concept you’re interested in—for example, questionnaires or inventories whose reliability and validity has already been established.

Reliability and validity

Reliability means your results can be consistently reproduced, while validity means that you’re actually measuring the concept you’re interested in.

Reliability Validity
) )

For valid and reliable results, your measurement materials should be thoroughly researched and carefully designed. Plan your procedures to make sure you carry out the same steps in the same way for each participant.

If you’re developing a new questionnaire or other instrument to measure a specific concept, running a pilot study allows you to check its validity and reliability in advance.

Sampling procedures

As well as choosing an appropriate sampling method , you need a concrete plan for how you’ll actually contact and recruit your selected sample.

That means making decisions about things like:

  • How many participants do you need for an adequate sample size?
  • What inclusion and exclusion criteria will you use to identify eligible participants?
  • How will you contact your sample—by mail, online, by phone, or in person?

If you’re using a probability sampling method , it’s important that everyone who is randomly selected actually participates in the study. How will you ensure a high response rate?

If you’re using a non-probability method , how will you avoid research bias and ensure a representative sample?

Data management

It’s also important to create a data management plan for organizing and storing your data.

Will you need to transcribe interviews or perform data entry for observations? You should anonymize and safeguard any sensitive data, and make sure it’s backed up regularly.

Keeping your data well-organized will save time when it comes to analyzing it. It can also help other researchers validate and add to your findings (high replicability ).

On its own, raw data can’t answer your research question. The last step of designing your research is planning how you’ll analyze the data.

Quantitative data analysis

In quantitative research, you’ll most likely use some form of statistical analysis . With statistics, you can summarize your sample data, make estimates, and test hypotheses.

Using descriptive statistics , you can summarize your sample data in terms of:

  • The distribution of the data (e.g., the frequency of each score on a test)
  • The central tendency of the data (e.g., the mean to describe the average score)
  • The variability of the data (e.g., the standard deviation to describe how spread out the scores are)

The specific calculations you can do depend on the level of measurement of your variables.

Using inferential statistics , you can:

  • Make estimates about the population based on your sample data.
  • Test hypotheses about a relationship between variables.

Regression and correlation tests look for associations between two or more variables, while comparison tests (such as t tests and ANOVAs ) look for differences in the outcomes of different groups.

Your choice of statistical test depends on various aspects of your research design, including the types of variables you’re dealing with and the distribution of your data.

Qualitative data analysis

In qualitative research, your data will usually be very dense with information and ideas. Instead of summing it up in numbers, you’ll need to comb through the data in detail, interpret its meanings, identify patterns, and extract the parts that are most relevant to your research question.

Two of the most common approaches to doing this are thematic analysis and discourse analysis .

Approach Characteristics
Thematic analysis
Discourse analysis

There are many other ways of analyzing qualitative data depending on the aims of your research. To get a sense of potential approaches, try reading some qualitative research papers in your field.

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

  • Simple random sampling
  • Stratified sampling
  • Cluster sampling
  • Likert scales
  • Reproducibility

 Statistics

  • Null hypothesis
  • Statistical power
  • Probability distribution
  • Effect size
  • Poisson distribution

Research bias

  • Optimism bias
  • Cognitive bias
  • Implicit bias
  • Hawthorne effect
  • Anchoring bias
  • Explicit bias

A research design is a strategy for answering your   research question . It defines your overall approach and determines how you will collect and analyze data.

A well-planned research design helps ensure that your methods match your research aims, that you collect high-quality data, and that you use the right kind of analysis to answer your questions, utilizing credible sources . This allows you to draw valid , trustworthy conclusions.

Quantitative research designs can be divided into two main categories:

  • Correlational and descriptive designs are used to investigate characteristics, averages, trends, and associations between variables.
  • Experimental and quasi-experimental designs are used to test causal relationships .

Qualitative research designs tend to be more flexible. Common types of qualitative design include case study , ethnography , and grounded theory designs.

The priorities of a research design can vary depending on the field, but you usually have to specify:

  • Your research questions and/or hypotheses
  • Your overall approach (e.g., qualitative or quantitative )
  • The type of design you’re using (e.g., a survey , experiment , or case study )
  • Your data collection methods (e.g., questionnaires , observations)
  • Your data collection procedures (e.g., operationalization , timing and data management)
  • Your data analysis methods (e.g., statistical tests  or thematic analysis )

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.

Operationalization means turning abstract conceptual ideas into measurable observations.

For example, the concept of social anxiety isn’t directly observable, but it can be operationally defined in terms of self-rating scores, behavioral avoidance of crowded places, or physical anxiety symptoms in social situations.

Before collecting data , it’s important to consider how you will operationalize the variables that you want to measure.

A research project is an academic, scientific, or professional undertaking to answer a research question . Research projects can take many forms, such as qualitative or quantitative , descriptive , longitudinal , experimental , or correlational . What kind of research approach you choose will depend on your topic.

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Essay Papers Writing Online

Tips and techniques for writing effective and powerful analytical essays.

Writing analytical essays

Are you struggling to craft an effective analytical essay? Do you find yourself getting lost in a sea of information or unsure of how to present your analysis in a clear and concise manner? Look no further – this step-by-step guide will provide you with valuable tips and strategies to elevate your analytical essay writing skills to the next level.

Writing an analytical essay involves carefully examining a subject or topic and providing a thorough analysis and interpretation of the information gathered. It requires critical thinking, attention to detail, and the ability to express ideas and arguments coherently. In this guide, we will explore various techniques and approaches to help you develop and refine your analytical writing skills, allowing you to tackle any analytical essay with confidence and precision.

One crucial aspect of writing an analytical essay is conducting thorough research. To ensure your essay is well-informed and robust, it’s important to delve into reputable sources, such as academic journals, books, and reliable websites. By gathering a wide range of sources related to your topic, you will acquire a solid understanding of the subject matter, which will enable you to provide a comprehensive analysis in your essay.

Another essential element of analytical essay writing is the development of a strong thesis statement. Your thesis should present a clear and concise argument or claim that you will support throughout your essay. It should be specific, debatable, and relevant to the topic at hand. By crafting a well-defined thesis statement, you provide the backbone for your entire essay, guiding your analysis and helping you maintain a focused approach.

Furthermore, an effective analytical essay requires careful organization and structure. Divide your essay into logical paragraphs, each addressing a specific point or aspect of your analysis. Use topic sentences to introduce each paragraph, guiding your reader and providing a clear roadmap of your essay’s progression. Additionally, utilize transitional phrases and words to create smooth transitions between paragraphs, ensuring a cohesive and coherent flow.

Finding a Strong Topic for Your Essay

Finding a Strong Topic for Your Essay

Choosing the right topic is a crucial first step in writing an analytical essay. The topic sets the tone for the entire essay and determines its scope and focus. It is important to select a topic that is engaging, relevant, and allows for in-depth analysis. This section will provide you with helpful strategies for finding a strong topic that will captivate your readers.

Gathering and Evaluating Reliable Sources

Gathering and Evaluating Reliable Sources

One of the key aspects of writing an analytical essay is gathering and evaluating reliable sources. The quality of your sources can greatly impact the strength and credibility of your arguments. In this section, we will explore the importance of finding trustworthy sources and discuss strategies for evaluating their reliability.

When conducting research for your essay, it is crucial to seek out sources that are authoritative and trustworthy. Reliable sources are those that have been written by experts in the field or have been published in reputable academic journals. These sources are often backed by extensive research and provide accurate and unbiased information.

When evaluating the reliability of a source, there are several factors to consider. Firstly, check the author’s credentials and expertise in the subject matter. Look for individuals who have relevant qualifications or experience in the field. This will help establish their credibility and ensure that they are knowledgeable on the topic.

In addition to the author’s credentials, consider the publication or website where the source is found. Reputable academic journals, books from respected publishers, and reputable websites such as government or educational institutions are generally more reliable sources of information. Be cautious of sources from unknown or biased sources, as they may not provide accurate or unbiased information.

Furthermore, it is important to analyze the content of the source itself. Look for evidence-based arguments, logical reasoning, and a balanced presentation of different perspectives. A reliable source should provide well-supported claims and back them up with relevant evidence and examples.

Finally, consider the date of publication. While older sources can still provide valuable insights, it is important to have up-to-date information, especially in fields that are rapidly evolving or undergoing significant changes. Check for recent studies and publications to ensure that your information is current.

In conclusion, gathering and evaluating reliable sources is a critical step in writing an analytical essay. By seeking out trustworthy sources and analyzing their credibility, you can strengthen your arguments and provide a solid foundation for your essay. Keep in mind the importance of author expertise, publication credibility, content analysis, and the recency of the information. Through careful evaluation, you can ensure that your essay is well-informed and persuasive.

Creating an Outline for Your Essay

One of the most important steps in the essay writing process is creating an outline. An outline serves as a roadmap for your essay, helping you to organize your thoughts and ideas in a logical and coherent manner.

When creating an outline for your essay, it’s important to start by identifying the main points or arguments that you want to make. These main points will serve as the foundation of your essay and should be presented in a clear and concise manner. You can think of these main points as the “backbone” of your essay.

Once you have identified the main points, you can then begin to develop subpoints that support and expand upon each main point. These subpoints should provide specific examples, evidence, or analysis to strengthen your main arguments. In essence, they help to fill in the details and provide a deeper understanding of your main points.

Organizing your main points and subpoints can be done in various ways. One common method is to use a hierarchical structure, such as an outline with Roman numerals, capital letters, and Arabic numerals. Another method is to use bullet points or a numbered list. You can choose the method that works best for you, based on the complexity of your essay and the level of detail you want to include in your outline.

As you create your outline, it’s important to keep in mind the overall structure of your essay. Your introduction should provide a brief overview of the topic and present your thesis statement. The body paragraphs should present and develop your main points and subpoints, providing evidence and analysis to support your arguments. Finally, your conclusion should summarize your main points and restate your thesis in a concise and compelling manner.

Remember that your outline is a flexible tool that can be revised and adjusted as you work on your essay. It’s not set in stone and can be modified as needed to better reflect your evolving ideas and arguments. Don’t be afraid to make changes and reorganize your outline as you go along.

In conclusion, creating an outline for your essay is an essential step in the writing process. It helps you to organize your thoughts, develop your arguments, and maintain a logical flow throughout your essay. By investing time and effort into creating a strong outline, you’ll set yourself up for success and make the writing process much smoother.

Developing a Clear and Coherent Argument

When it comes to writing analytical essays, one of the most important aspects is developing a clear and coherent argument. It is essential to have a well-structured and logical argument in order to effectively convey your ideas and convince your readers.

First and foremost, it is crucial to have a clear understanding of the topic you are writing about. Take the time to thoroughly research and gather relevant information, as this will provide you with the necessary knowledge to build a strong argument. Additionally, make sure to identify any key terms or concepts that are essential to your argument, as this will help you stay focused and ensure coherence throughout your essay.

Once you have a solid foundation of knowledge, it is important to organize your argument in a logical manner. Start by outlining the main points or claims you want to make, and then provide supporting evidence or examples for each of these points. Be sure to clearly state your thesis statement, which should summarize the main argument you are making in your essay.

In order to maintain coherence in your argument, it is important to use logical transitions between your ideas. This can be done through the use of transitional words and phrases, such as “however,” “in addition,” or “on the other hand.” These transitions will help guide your reader through your argument and ensure that your ideas flow smoothly from one point to the next.

Lastly, it is crucial to anticipate and address counterarguments in your essay. By acknowledging opposing viewpoints and effectively refuting them, you can further strengthen your overall argument. This demonstrates that you have considered multiple perspectives and have arrived at your own well-supported conclusion.

In conclusion, developing a clear and coherent argument is essential when writing analytical essays. By thoroughly researching your topic, organizing your ideas in a logical manner, using transitions effectively, and addressing counterarguments, you can effectively convey your ideas and make a convincing argument to your readers.

Strengthening Your Essay with Relevant Evidence

In order to create a compelling and persuasive analytical essay, it is essential to back up your arguments with relevant evidence. This evidence serves to support your claims and gives your essay credibility and authority.

When selecting evidence for your essay, it is important to choose examples and facts that are directly related to your topic. This will help to establish a strong connection between your argument and the evidence you present. Additionally, using relevant evidence allows you to make a more convincing case and gives your readers confidence in the validity of your assertions.

Relevant evidence can come in various forms, such as statistics, research studies, expert opinions, and real-life examples. By incorporating a mix of different types of evidence, you can strengthen the overall impact of your essay and appeal to a wider range of readers.

To ensure that the evidence you include in your essay is relevant, it is necessary to thoroughly research your topic and gather information from reliable sources. This will help you to find the most up-to-date and accurate evidence to support your arguments.

In addition to choosing relevant evidence, it is also crucial to properly integrate it into your essay. Make sure to clearly introduce each piece of evidence and explain how it supports your main points. Use strong and persuasive language to highlight the significance of the evidence and its connection to your argument.

Remember that the purpose of using relevant evidence is not only to support your argument but also to engage your readers and help them understand your perspective. By presenting well-chosen and compelling evidence, you can make your essay more persuasive and leave a lasting impression on your audience.

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    Titles should generally be short, not more than 15 words, and be informative; they need to convey the main message and/or finding of the paper. Try to be precise without using vague language. It is recommended that authors of research articles and reviews avoid titles such as the following: "Studies on …".

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    The analytical research paper often begins with asking a question (a.k.a. a research question) on which you have not taken a stance. Such a paper is often an exercise in exploration and evaluation. It is not the intent to persuade the audience that your ideas are right while those of others are wrong. Instead, the goal is to offer a critical ...

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    The document provides guidance on writing an analytical research paper. It states that an analytical research paper requires a student to deeply analyze a topic by considering various perspectives and presenting findings in a clear manner. Every section of such a paper, from the introduction to the conclusion, plays a crucial role in shaping the argument and requires careful planning. It ...

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