The Effect of Participative Leadership Style on Employees’ Performance: The Contingent Role of Institutional Theory
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
This study aimed to examine the moderating role of institutional theory in the association between participative leadership style and various outcomes, such as employee loyalty and job performance in organizations. A cross-sectional research design was employed, where data were gathered from 347 participants from all managerial levels in the United Arab Emirates (UAE). The findings demonstrated how the level of complexity of the institutional theory reduces the positive relationship between participative leadership style and employee loyalty, negatively affecting job performance. The current study contributes to the existing leadership literature by showing that participatory leaders do not behave similarly across various degrees of institutional theory complexity. The findings suggest that the higher the complexity of institutionalism, the wider the gap between leaders and subordinates, so implementing the participative style may become problematic in some circumstances.
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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 | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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