The psychological disengagement model among women in science, engineering, and technology
Bibliographic record
Abstract
Psychological responses to personal relative deprivation based on self/outgroup comparisons (named self/outgroup PRD) were explored among women in science, engineering, and technology according to the Psychological Disengagement Model. Three studies revealed that the experience of self/outgroup PRD increased women's likelihood of discounting the feedback they received at work. In turn, discounting led them to devalue their profession. Each study further documented the damaging effect of both psychological disengagement mechanisms. Study 1 (N = 93) revealed that discounting and devaluing were associated with decreased self-esteem. These results were replicated in Studies 2 and 3. Study 2 (N = 163) demonstrated that discounting and devaluing were also associated with reduced self-esteem stability. Study 3 (N = 187) further showed that psychological disengagement was also associated with women's occupational commitment. Theoretical and practical implications of these results are considered.
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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 | 0.006 | 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 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".