Family incivility, work alienation beliefs and submissive behaviors among Pakistani employees: the mitigating role of ego resilience
Bibliographic record
Abstract
Purpose This research seeks to unpack a relevant, hitherto overlooked connection between employees' perception that family incivility is undermining their work and their displays of submissive behavior. The authors predict and test a mediating role of employees' work alienation beliefs and a moderating role of their ego resilience in this connection. Design/methodology/approach The research hypotheses were tested with survey data collected in three rounds, separated by three weeks each, among employees who work in the education sector in Pakistan. The statistical analyses relied on the PROCESS macro, which supports the simultaneous estimation of the direct, mediation and moderated mediation effects that underpin the proposed theoretical framework. Findings An important reason that victims of disrespectful treatment at home fail to fight for their rights at work is that they develop parallel beliefs of being disconnected from work. This intermediary role of work alienation beliefs is less prominent though when employees can rely on their personal resource of ego resilience. Practical implications For human resource (HR) managers, this research offers a critical explanation, related to a sense of being estranged from work, for why family-induced work hardships might cause employees to exhibit subservient behaviors at work. It further reveals how this process can be contained if employees have the capability to adapt flexibly to different situations. Originality/value This study contributes to extant research by explicating how and when family-induced work hardships might escalate into work responses that mirror employees' experiences at home.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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 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".