Team Creativity in Public Healthcare Organizations: The Roles of Charismatic Leadership, Team Job Crafting, and Collective Public Service Motivation
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
Our research seeks to examine how and when charismatic leadership exercises influence on the creative behavior of teams in the public healthcare sector. Team creativity can contribute to the ongoing healthcare quality improvement as well as organizational growth. Our research proposes a model in which charismatic leadership has a direct impact on team creativity and an indirect impact on it via team job crafting as a mediator, as well as interacts with collective public service motivation to foster team job crafting. By utilizing the data from physicians and nurses in public hospitals in Vietnam, this study provides empirical evidence for the proposed model. Contributions to theory and practice, as well as paths for future research, are discussed.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.006 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.005 |
| 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