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10Min Research Methodology - 13 - How to design an Original Research Model/Framework? thumbnail

10Min Research Methodology - 13 - How to design an Original Research Model/Framework?

Research With Fawad·
5 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 “limitations and future research directions” section to generate concrete variable changes rather than vague claims of novelty.

Briefing

Original research can be built by treating existing frameworks as a starting point and then reshaping them through “explicit gaps” already present in the literature. A practical route is to mine the paper’s limitations and future research directions, then translate those suggestions into new variables, new relationships, and—when appropriate—new methods. In this case, the existing model centers on General HRM practices tied to green outcomes, and the proposed enhancement begins by swapping in more specific green HR practices.

The recommended set of green HR practices includes hiring criteria, green training, and green leadership. Those become the independent variables in a redesigned model. The mediating mechanism is also expanded: instead of relying only on the original mediators, future work can test personal and organizational factors such as green mindset and green empowerment to explain how green HR practices translate into downstream effects. This shifts the model from a broad HRM view toward a more targeted “green management” pathway.

To add further originality, the framework can incorporate moderating alternatives—variables that change the strength or direction of the relationships between green HR practices and the mediating process. Examples mentioned include intrinsic rewards and supervisors’ personality traits. The logic is that incentives and individual differences may determine whether green HR practices effectively produce green mindset or green empowerment. The model can also be extended by considering additional leadership constructs. Rather than using two separate leadership types, the framework can incorporate servant leadership as a moderator, including the idea of “sustainable servant leadership,” which may overlap with related leadership concepts.

The session also flags methodological and scope extensions as legitimate contributions, even if they don’t change the core variable structure. Future studies could test additional personal and organizational factors, and researchers can broaden beyond quantitative designs by using qualitative or mixed-method approaches. Mixed methods are framed as potentially meaningful contributions, particularly when the goal is to deepen understanding rather than only measure relationships.

A key caution follows: building a “whole new model” from a single paper can still lead to high similarity with other researchers’ work. If someone else reads the same article and implements similar modifications quickly, they may collect data sooner and publish first, leaving the slower researcher at a disadvantage. The solution to this timing and similarity problem is deferred to the next session, but the underlying message is clear: originality isn’t just about adding variables—it’s also about differentiating the model enough to avoid near-duplicate frameworks and acting fast enough to secure publication momentum.

Cornell Notes

The session explains how to design an original research model by using a paper’s limitations and future research directions as a blueprint for modifications. Starting from a framework focused on General HRM practices, it suggests replacing broad HR variables with specific green HR practices: hiring criteria, green training, and green leadership. It then proposes expanding the mediating mechanism using factors such as green mindset and green empowerment, while adding moderators like intrinsic rewards and supervisors’ personality traits. Servant leadership can be incorporated as an additional moderator, potentially aligning with the idea of sustainable servant leadership. The session ends with a practical warning: other researchers may implement similar changes quickly, creating high similarity and publication risk.

How can researchers turn a paper’s limitations and future research directions into an original model rather than a minor tweak?

Use the “limitations and future research directions” section as a menu of concrete changes. In this example, the original model emphasizes General HRM practices; the redesign replaces that broad focus with specific green management HR practices—hiring criteria, green training, and green leadership—so the independent variables change. It also extends the mediating process by adding personal/organizational factors such as green mindset and green empowerment. Finally, it introduces moderating alternatives (e.g., intrinsic rewards and supervisors’ personality traits) so the relationships are conditioned by additional variables rather than remaining fixed.

What does the proposed model structure look like when adding mediators and moderators?

The independent variables are the green HR practices: hiring criteria, green training, and green leadership. These influence mediators such as green mindset and green empowerment. Moderators then shape how strongly (or in what way) those HR practices affect the mediating process—examples given include intrinsic rewards and supervisors’ personality traits. The model can be expanded further by adding servant leadership as another moderator affecting these relationships.

Why does shifting from General HRM practices to specific green HR practices increase originality?

Broad HRM frameworks tend to be more generic and therefore more likely to match other researchers’ models. By narrowing the focus to green management approaches—specifically hiring criteria, green training, and green leadership—the model becomes more specific and more directly aligned with a distinct research niche. That specificity also creates clearer pathways for new mediators and moderators tied to green outcomes.

What role do moderators like intrinsic rewards and personality traits play in the redesigned framework?

Moderators explain why the same green HR practice might not work equally well in every context or for every supervisor. Intrinsic rewards can alter the effectiveness of green HR practices by changing motivation or engagement. Supervisors’ personality traits can similarly influence how HR practices translate into green mindset or green empowerment. In the model, these moderators condition the strength/direction of the relationships between green HR practices and the mediating variables.

How can servant leadership be incorporated without duplicating leadership constructs?

Instead of using two separate leadership types, the framework can treat servant leadership as a moderator and connect it to the broader concept of sustainable servant leadership. Because sustainable servant leadership can overlap with related leadership ideas, it can replace or consolidate leadership variables while still adding a distinct moderating mechanism to the model.

What publication risk does the session highlight when building a model from a single paper?

High similarity. If other researchers read the same paper and implement similar modifications quickly, their models may be nearly identical (the example given suggests a similarity index around 90%). If they collect data faster, they may publish first, reducing the slower researcher’s chances. The session notes that a solution to this problem is discussed in the next session.

Review Questions

  1. If you start with a general HRM framework, which specific green HR practices could you substitute to make the model more distinctive?
  2. How would you justify choosing green mindset and green empowerment as mediators in a redesigned model?
  3. What moderating variables could plausibly change the impact of green HR practices, and why?

Key Points

  1. 1

    Use the “limitations and future research directions” section to generate concrete variable changes rather than vague claims of novelty.

  2. 2

    Replace broad HRM practices with specific green management HR practices such as hiring criteria, green training, and green leadership.

  3. 3

    Strengthen the model by adding mediators like green mindset and green empowerment to explain the mechanism between HR practices and outcomes.

  4. 4

    Add moderators (e.g., intrinsic rewards and supervisors’ personality traits) to show when and for whom green HR practices work better.

  5. 5

    Incorporate servant leadership as a moderator, potentially aligning with sustainable servant leadership to avoid redundant leadership constructs.

  6. 6

    Consider qualitative or mixed-method designs as an additional contribution when measurement-only approaches feel insufficient.

  7. 7

    Plan for publication risk: similar modifications by others can create high similarity and faster competitors can publish first.

Highlights

A practical originality strategy is to mine a paper’s limitations and future directions, then convert them into new independent variables, mediators, and moderators.
The redesigned model shifts from General HRM practices to green-specific HR practices: hiring criteria, green training, and green leadership.
Moderators such as intrinsic rewards and supervisors’ personality traits can condition how green HR practices translate into green mindset or green empowerment.
Servant leadership can be added as a moderator, with sustainable servant leadership framed as potentially overlapping with related leadership concepts.
A major warning: other researchers may implement similar changes quickly, leading to high similarity (example: ~90%) and publication disadvantage.

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