The Role of Ethical Leadership in Managing Occupational Stress to Promote Innovative Work Behaviour: A Cross-Cultural Management Perspective
Bibliographic record
Abstract
This study examines the role of ethical leadership in managing occupational stress to engender innovative work behaviour (IWB) in cargo logistic SMEs in a contrasting cross-cultural management context of Canada and Pakistan. We draw on Trait Activation Theory to develop the conceptual and theoretical framework of the study. Using connections and a networking approach, a proportionate equal sample of nine SMEs were selected for the study. Analysis of the data from the semi-structured Skype and face-to-face interviews with 38 supervisors and 97 employees showed that ethical leadership plays a vital role in reducing occupational stress and increasing employees’ IWB in both countries. Employees in both countries perceiving ethical leadership exhibit more creative-constructive behaviour. The results further demonstrate that males relative to females in both countries have a higher tendency of exhibiting risk-taking behaviour and IWB, resulting from leaders’ support. Similarly, males have higher tendency of challenging the prevailing “status quo” within the organisations than females. Generally, the Pakistani workforce scored higher in contrast to the Canadian workforce in demonstrating IWB due to ethical leadership support, despite higher perception of occupational stress. Cross-cultural management implications are duly outlined.
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How this classification was reachedexpand
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".