Leader Profiles and Their Effectiveness on Employees’ Outcomes
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
An underlying premise of the transformational–transactional leadership theory is that different forms of leadership can reside simultaneously within the same individual. This fundamental hypothesis has received scarce attention in the empirical literature. The objectives of this study are thus to examine whether leader profiles combining these leadership forms do exist and to evaluate how these profiles are associated with specific employee attitudes and behaviors. Results obtained from two different samples using cluster analyses revealed six different leader profiles (i.e., superleaders, transactors, moderate leaders, distant-visionary, distant-rewarding, and distant-punitive leaders). Our results showed that these types of leaders differ in terms of employees’ perceptions of trust, justice, and commitment, as well as supervisor-rated in-role and contextual performance. Results and implications for research and practice 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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