Boundary-Spanning Work Demands and Their Consequences for Guilt and Psychological Distress
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
Using data from a national survey of working Americans (Work, Stress, and Health Survey; N = 1,042), the authors examine the associations between boundary-spanning work demands and self-reported feelings of guilt and distress. The authors document gender differences in the emotional and mental health consequences of boundary-spanning work demands, as indexed by the frequency of receiving work-related contact outside of normal work hours. Specifically, the authors observe that frequent work contact is associated with more feelings of guilt and distress among women only. Analyses also demonstrate that guilt accounts for the positive association between the frequency of work contact and distress among women. Statistical adjustments for levels of guilt reduce the positive association between frequent work contact and distress among women to nonsignificance. The findings underscore the importance of focusing on gender and emotions in work-family interface processes, as well as their implications for psychological health.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| 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