The harmful side of absent leaders: Multifactor leadership and employees’ job-stress-related presenteeism
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 This study tests the role of the full range leadership model’s leadership styles in employees’ job-stress-related presenteeism (JSRP). Further, the study tests a model that introduces mediating variables in the relationship between absent leaders and JSRP. Employees from four different types of organizations: police ( N = 148), public service ( N = 479, not-for-profit ( N = 96), and construction ( N = 214) completed the Multifactor Leadership Questionnaire on their direct supervisor, as well as a self-report measures of JSRP, psychological distress, and work–life balance. Correlations and hierarchical linear regression models showed that laissez-faire leadership had the strongest influence on JSRP for all four organizations. The parallel mediation model results showed that both employee psychological distress and work–life balance partially mediated the relationship between laissez-faire leadership style and employees’ JSRP. These results underscore the importance of looking at absent leaders and how they affect employees negatively.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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