The Influence of Holland's Vocational Interests on Work‐Family Conflict: An Exploratory Analysis
Why this work is in the frame
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Bibliographic record
Abstract
Drawing on a sample of 438 working professionals from various organizations across the central United States, the authors investigated the relationship between Holland's (1959, 1997) RIASEC (Realistic, Investigative, Artistic, Social, Enterprising, Conventional) model and employee perceptions of work‐family conflict. Results revealed that the RIASEC model contributed unique variance in predicting work‐family conflict beyond demographic characteristics and the Big Five personality constructs. The RIASEC interests were found to be associated with different dimensions of work‐family conflict. These results signal that vocational interests may influence not only work‐related attitudes and behaviors (e.g., job satisfaction, performance), but also one's ability to balance work and family demands.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| 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 it