Observer reactions to workplace mistreatment: It’s a matter of perspective.
Bibliographic record
Abstract
Workplace mistreatment regularly occurs in the presence of others (i.e., observers). The reactions of observers toward those involved in the mistreatment episode have wide-reaching implications. In the current set of studies, we draw on theories of perspective-taking to consider how this form of interpersonal sensemaking influences observer reactions toward those involved in a witnessed incident of workplace mistreatment. We find that observers' blame attributions and empathic concern for the individual whose perspective is taken explain the positive effects of perspective-taking on observer attitudes toward and performance evaluations of both the target and instigator of a witnessed incident of mistreatment. We also find that the effect of perspective-taking on observer reactions is stronger when the witnessed mistreatment is more severe. Finally, we find that although observer perspective-taking in the context of mistreatment can be encouraged, the effect seems to benefit instigators' performance evaluations rather than targets'. Implications for targets, instigators, and organizations are discussed. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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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 | 0.000 |
| 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) | 0.002 | 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".