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How to Read a Research Paper?

Research With Fawad·
6 min read

Based on Research With Fawad's video on YouTube. If you like this content, support the original creators by watching, liking and subscribing to their content.

TL;DR

Use the abstract as the primary source for the study’s purpose/objectives, including any mediating mechanisms.

Briefing

A practical way to read research papers—and turn what’s learned into a reusable Excel database—centers on extracting a fixed set of information: study purpose, research questions and hypotheses, the theory and variable definitions, the paper’s stated value and gaps, sample and results, plus limitations and future directions. The workflow matters because it turns scattered reading into structured evidence that can later support a literature review, thesis, or research design.

The session lays out what to capture first. Every paper begins with the title, authors, and publication logistics, but the most immediately useful material comes next: the abstract. In the abstract, the purpose of the study is treated as the anchor. For example, one examined paper targets the effects of servant leadership on employees’ life satisfaction, while also testing mediating mechanisms through work engagement and organizational-based self-esteem. That purpose can be copied directly into an Excel sheet, then organized with fields such as serial number, paper title, and the study’s objectives.

From there, the focus shifts to hypotheses and the relationships being tested. Research questions may appear in the introduction, but not all papers separate questions from hypotheses; space constraints often force a combined presentation. The method recommended is to locate the hypothesis set in the literature review and hypothesis development section, then record each hypothesis (e.g., H1 through H4) along with any mediation hypotheses. This becomes a checklist for later writing: when drafting a new study, it helps identify which relationships have already been tested and which ones still need evaluation.

Theory is treated as the quality lever. The guidance is to find where a specific theory is used to justify variable links, not just to note that “theory” exists. In the servant leadership example, the theoretical mechanism connecting servant leadership and work engagement is framed through social exchange theory: leaders who treat employees favorably encourage reciprocal behavior, which shows up as greater energy, enthusiasm, and engagement at work. The session emphasizes that a theory entry in the Excel sheet should include both the theory name and a brief definition, plus the constructs’ roles in the model (independent variable, mediators, dependent variable, and whether control or moderating variables exist).

Variable definitions are then collected from the literature review section. Servant leadership is defined using a multi-dimension description (task effectiveness, community stewardship, self-motivation, and future leadership capabilities), work engagement is defined via a standard formulation, and organizational-based self-esteem is also captured. Life satisfaction may not always receive an explicit definition, which is flagged as a potential weakness but also explained as sometimes unnecessary when the term is considered self-evident.

Finally, the session shows how to extract the “why” and “so what” from the introduction and conclusion. Papers typically begin by arguing the value of the topic—often framed through positive psychology for life satisfaction or through the distinctive follower-focused nature of servant leadership. Next come the gaps: limited leadership research on life satisfaction, scarce work-domain or organizational-context evidence, and underrepresentation of higher education settings. Sample size and respondents are pulled from the methodology, results are often retrievable from the abstract, and the end of the paper provides limitations and future research directions. The approach culminates in writing contributions: extending servant leadership research into higher education, testing mediators like career satisfaction, and conducting cross-cultural expansion beyond an initial country context (e.g., extending from Spain to China and Pakistan).

Cornell Notes

Reading a research paper effectively means extracting a consistent set of elements into an Excel sheet for later reuse. Start with the abstract to capture the study’s purpose and objectives, then record the title and each hypothesis (including mediation hypotheses) from the literature review/hypothesis development section. Identify the specific theory used to justify relationships between variables—then write a short definition of that theory and record where it appears in the model (independent variable, mediators, dependent variable, and any moderators/controls). Collect definitions for key constructs from the literature review (servant leadership, work engagement, organizational-based self-esteem, etc.). Finally, capture the introduction’s “value of the topic” and the gaps it targets, plus the methodology’s sample details, the abstract’s results, and the conclusion’s limitations and future research directions.

What information should be captured first when reading a paper, and where is it usually found?

The abstract is the quickest source of the study’s purpose/objectives. It typically states the main relationship being tested (e.g., servant leadership → life satisfaction) and any mediating mechanisms (e.g., work engagement and organizational-based self-esteem). After that, the title and authors’ details can be recorded, but the abstract is treated as the primary place to copy the study’s objectives into an Excel sheet.

How should a reader handle research questions and hypotheses when they are not clearly separated?

Not all papers list research questions explicitly. Because journal space is limited, some papers present hypotheses directly, often in the literature review and hypothesis development section. The recommended approach is to locate the hypothesis list (e.g., H1, H2, H3, H4, plus mediation hypotheses) and record each one, since the hypotheses reflect the underlying research questions even when those questions are not written as a separate section.

Why is theory treated as more than a label in management research?

Theory is used to justify why variables should relate in the first place. The session stresses that it’s not enough to say “a theory was used”; the specific theory name and its mechanism must be recorded. In the servant leadership example, social exchange theory explains how favorable leader treatment leads employees to reciprocate through higher work engagement (more energy, passion, and enthusiasm).

What should be recorded about variables beyond their names?

Each construct should be recorded with its role in the model: independent variable, mediators, dependent variable, and whether control or moderating variables exist. Definitions should also be captured from the literature review (e.g., servant leadership’s multi-dimensional definition; work engagement’s definition; organizational-based self-esteem’s definition). Life satisfaction may lack an explicit definition in some papers, which can be noted as a limitation or simply accepted if the term is treated as self-explanatory.

How do gaps, limitations, and future directions fit into the Excel-based workflow?

Gaps and the “value/need of the topic” are usually argued in the introduction, often by pointing to limited prior evidence (e.g., leadership’s role in life satisfaction receiving scant attention, or lack of work-domain/organizational settings). Sample size and respondents come from the methodology section, while results are often retrievable from the abstract. Limitations and future research directions appear near the end of the paper and can be copied into dedicated Excel fields to guide how new studies should extend the model (e.g., testing other leadership styles or new contexts).

How are study contributions written after collecting gaps and limitations?

Contributions are framed as what the new study adds relative to the identified gaps. The session’s example contributions include: conceptualizing servant leadership in higher education and developing a multi-dimensional scale with psychometric testing; assessing mediating roles (like career satisfaction) between servant leadership and life satisfaction; and extending evidence cross-culturally (e.g., expanding from Spain to China and Pakistan). The contribution section also ties back to theory (e.g., using leader-member exchange theory to justify links between servant leadership and satisfaction outcomes).

Review Questions

  1. When a paper does not list research questions separately, where can the hypotheses usually be found, and how should they be recorded?
  2. What elements should be included in an Excel entry for a theory used to connect variables (name, definition, and model role)?
  3. Which parts of a paper are most reliable for extracting gaps, sample details, results, and future research directions?

Key Points

  1. 1

    Use the abstract as the primary source for the study’s purpose/objectives, including any mediating mechanisms.

  2. 2

    Record hypotheses directly from the literature review/hypothesis development section, even when research questions are not explicitly listed.

  3. 3

    Treat theory as a mechanism: capture the specific theory name and a brief definition, and note how it explains the variable relationships.

  4. 4

    Store construct roles in the model (independent variable, mediators, dependent variable, plus any controls/moderators) and copy definitions from the literature review.

  5. 5

    Extract the “value/need of the topic” and the paper’s stated gaps from the introduction to justify why the study matters.

  6. 6

    Capture sample size and respondents from the methodology, and pull results from the abstract when available.

  7. 7

    Use the limitations and future research directions near the end of the paper to guide what your own study should test next.

Highlights

The abstract is the fastest way to capture a paper’s objectives—often including both the main relationship and the mediators.
Theory entries must include both the theory name and a short definition, because the mechanism linking variables is what strengthens research quality.
Hypotheses are often listed in the literature review/hypothesis development section, and they may substitute for explicit research questions.
Life satisfaction may not always include a formal definition in the paper, which can be a limitation but sometimes reflects assumed clarity.
A strong contribution section is built by translating collected gaps and limitations into concrete “what’s new” claims, including context and cross-cultural expansion.

Topics

Mentioned

  • Amir Ali Chua