Fairness Perceptions of Work−Life Balance Initiatives: Effects on Counterproductive Work Behaviour
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 examined the impact of employees' fairness perceptions regarding organizational work−life balance initiatives on their performance of counterproductive work behaviour ( CWB ). Moderating effects of adaptive and maladaptive perfectionism were also explored. Quantitative data collected from 224 public sector employees demonstrated significant main and moderating effects of informational justice, adaptive perfectionism and maladaptive perfectionism on CWB . Adaptive perfectionism weakened the link between informational justice and CWB , while maladaptive perfectionism strengthened it. Qualitative data collected from 26 employees indicate that both the social exchange and job stress models are useful frameworks for understanding CWB in the context of work−life balance initiatives; CWB emerged as both a negative emotional reaction to unfairness and as a tool used by employees to restore equity in the exchange relationship with their employer. Theoretical and practical implications 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 | 0.001 | 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