Get AI summaries of any video or article — Sign up free
How to Design a New and Original Research Model? (Updated and Edited) thumbnail

How to Design a New and Original Research Model? (Updated and Edited)

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

Start model design by identifying research gaps in recent, high-quality literature; failure to do so leads to work that journals won’t accept.

Briefing

Designing a new, publishable research model starts with finding credible gaps in existing scholarship—and then turning those gaps into new variables, relationships, mediators, and moderators. Getting this step wrong leads to work that journals won’t accept, because the study ends up duplicating what’s already been done or failing to add anything testable. The practical workflow begins by searching recent, high-quality peer-reviewed outlets and databases (such as Emerald, Sage, Springer, ScienceDirect, and Taylor & Francis) and extracting two kinds of gaps: explicit gaps named in “limitations” and “future research” sections, and implicit gaps that appear when a topic is under-studied in a relevant context.

A common example used is servant leadership research. After reviewing many papers, the literature may reveal that servant leadership has little coverage in public sector organizations—an observation that becomes a documented gap and later shapes the introduction. From there, the process shifts from “finding” to “organizing”: documenting the search strategy (including search strings and justification), tracking what was found, and building a critical literature view so future searches don’t repeat unproductive paths. For systematic literature reviews, documenting the search process becomes especially important because it supports transparency and replicability.

To draft a strong introduction, the method emphasizes storing structured information from each paper in a dedicated spreadsheet (the transcript suggests using an Excel sheet). For every paper, the researcher should capture: the title and study area, the value/importance of the topic, what existing research says, the specific gaps and limitations the paper addresses, the theory used, the paper’s contributions, and the limitations that can be improved in future work. This stored material then becomes the raw material for writing an introduction that doesn’t recycle others’ work.

The transcript then demonstrates how a “new model” can be built even when no original model exists yet. Starting with a recent paper—“Impact of servant leadership and transformational leadership on learning organization: a comparative analysis” (accepted January 2, 2020)—the limitations and future directions suggest adding organizational culture as a moderating variable between leadership and learning organization. The model becomes more publishable by introducing new constructs and relationships rather than only changing the country context (e.g., moving from one nation to another without adding conceptual novelty).

To avoid the risk of being beaten to publication by someone else using the same gap, the approach recommends pulling gaps from multiple sources. A second paper’s future directions may point to additional mediators beyond career satisfaction—such as self-efficacy, promotion focus, career commitment, work-life balance, work-life enrichment, job stress, and employee well-being. Incorporating career commitment as an additional outcome and positioning organizational learning as a mediator yields a more complex, more distinctive framework.

Finally, the transcript shows how additional papers can expand the model further. By mining a review of empirical research on leadership and organizational learning (published May 2020) and another study linking organizational learning capacity to innovation outcomes, the model can incorporate variables like market orientation and organizational innovation. After combining insights from several recent papers, the result is a substantially revised, testable research model—built from documented gaps, supported by theory, and shaped into an introduction using the spreadsheet as a guide.

Cornell Notes

A publishable research model is built by systematically identifying research gaps in recent, high-quality literature and converting those gaps into new, testable model components. The process distinguishes explicit gaps (listed in limitations and future research directions) from implicit gaps (under-studied contexts or missing relationships). Researchers should document search strategies and store structured paper details—topic value, existing research, gaps/limitations, theory, contributions, and actionable limitations—in an Excel sheet to support a coherent introduction. Model-building is demonstrated by starting with a servant leadership study, adding organizational culture as a moderator, then expanding mediators/outcomes (e.g., career commitment) using additional papers, and further incorporating innovation-related variables (e.g., market orientation) drawn from recent reviews and empirical work. This matters because novelty comes from new constructs and relationships, not just changing the country or setting.

What counts as a “research gap” that can lead to a publishable model?

The transcript distinguishes two gap types. Explicit gaps are directly stated in papers’ limitations and “future research” directions—such as recommending organizational culture as a moderating variable between leadership and learning organization. Implicit gaps are not spelled out but become visible after reading many studies; for example, servant leadership may be scarcely studied in public sector organizations. Both types should be documented because they guide the introduction and determine what relationships the new model will test.

Why is adding new variables and relationships more important than only changing the country context?

The transcript warns that novelty can be too thin if the only change is geography (e.g., conducting the same leadership study in Pakistan, India, or Saudi Arabia). Without new constructs or new relationships, the research may not be strong enough to attract top journals. A stronger approach is to incorporate additional variables (like organizational culture, career commitment, or market orientation) and new mediation/moderation structures that have not been tested together before.

How should researchers document literature search and paper details to support writing?

Two layers of documentation are emphasized. First, track the search process—databases used and search strings—so searches can be justified and repeated if needed (especially for systematic literature reviews). Second, store per-paper information in an Excel sheet: title, study area, value/importance, existing research, gaps and limitations addressed, theory used, contributions, and limitations that can be improved. This organized record later becomes the foundation for drafting the introduction.

How does the transcript turn limitations from one paper into a revised research model?

Starting from a servant leadership vs. transformational leadership study on learning organization, the limitations/future directions recommend organizational culture as a moderator. That recommendation is translated into a model structure where leadership influences learning organization, and organizational culture moderates that relationship. The key move is converting narrative “future research” suggestions into concrete model components (moderator placement and hypothesized effects).

Why pull gaps from multiple papers, and what does that change in the model?

The transcript notes a practical risk: if only one paper’s gap is used, another researcher may publish a similar study first. To reduce that risk, gaps are gathered from several sources. For instance, after adding organizational culture as a moderator, another paper’s future directions may suggest additional mediators beyond career satisfaction—leading to adding career commitment and positioning organizational learning as a mediator between servant leadership and career commitment. The model becomes more complex and more distinctive.

How can review papers and empirical studies expand a model beyond the initial leadership-learning link?

A recent review of leadership and organizational learning (published May 2020) can reveal variables already studied in the broader literature. If servant leadership hasn’t been tested with certain variables, those variables become candidates for inclusion. The transcript also uses an empirical study on organizational learning capacity and innovation outcomes to justify adding innovation-related constructs and rearranging the model—such as introducing market orientation as an outcome variable influenced by organizational learning.

Review Questions

  1. What are the differences between explicit and implicit research gaps, and how would each type appear in the literature review process?
  2. Which specific fields should be stored for each paper in the Excel sheet, and how do those fields map to sections of a research introduction?
  3. How does adding a moderator or mediator (e.g., organizational culture or career commitment) create stronger novelty than changing only the study setting?

Key Points

  1. 1

    Start model design by identifying research gaps in recent, high-quality literature; failure to do so leads to work that journals won’t accept.

  2. 2

    Use both explicit gaps (from limitations and future research directions) and implicit gaps (under-studied contexts or missing relationships discovered through repeated reading).

  3. 3

    Document the literature search process—databases and search strings—so the review is transparent and systematic, especially for systematic literature reviews.

  4. 4

    Store structured information for every paper in an Excel sheet: topic value, existing research, gaps/limitations, theory, contributions, and actionable limitations to improve.

  5. 5

    Build novelty by adding new constructs and new relationships (mediators/moderators), not just by changing the country or setting.

  6. 6

    Reduce the risk of being “second” by extracting gaps from multiple papers rather than relying on a single study’s future directions.

  7. 7

    Translate narrative recommendations into model components (e.g., placing organizational culture as a moderator between leadership and learning organization).

Highlights

A publishable research model requires conceptual novelty—new variables and relationships—rather than only changing the geographic context.
Documenting search strings and per-paper details in an Excel sheet turns literature review work into a direct pipeline for drafting the introduction.
Organizational culture can be operationalized as a moderator between leadership and learning organization when future research directions call for it.
Using multiple papers’ limitations and future directions helps build a more complex, distinctive model and lowers the chance of duplication by other researchers.
Review papers and empirical studies can supply additional variables (like innovation-related constructs) that expand the model beyond the initial leadership-learning link.

Topics