Power of inclusive leadership: exploring the mediating role of identity-related processes and conditional effects of synergy diversity climate in nurturing positive employee behaviors
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract Based on the fundamental principles of social identity theory, this study examines how inclusive leadership can help build employees' organizational identification, stimulate leader-directed helping behavior, and improve task performance by facilitating insider status and relational coordination. Furthermore, we explored how these relationships are conditional on the synergy diversity climate in a moderated mediation model. We collected temporally segregated data ( n = 300) from employees in diverse workforces at three time intervals with a 2-week gap between intervals. The results support the indirect effects of inclusive leadership on employee outcomes through the development of perceived insider status and relational coordination. Additionally, these indirect effects are more pronounced at higher levels of a synergy diversity climate. In conclusion, our study offers critical insights into the diversity and leadership literature by answering why and under what conditions an inclusive leader can generate favorable employee outcomes.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it