Work-to-family conflict and its relationship with satisfaction and well-being: a one-year longitudinal study on gender differences
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: ObservationalConsensus signal: Observational
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.011
- Threshold uncertainty score
- 0.727
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 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 | 0.001 | 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) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.227 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
The present study produced new knowledge about gender differences with respect to work-to-family conflict and its longitudinal relations with indicators of satisfaction and well-being. The study examined the longitudinal relations between work-to-family conflict and self-reported satisfaction and well-being in the domains of work (job satisfaction), family (marital satisfaction, parental distress) as well as overall (psychological and physical) symptoms. Data were obtained from a random sample of Finnish men (n=208) and women (n=218) who were employed and had either a partner or/and children. A survey was conducted at two points in time, in 1999 (Time 1), and one year later, in 2000 (Time 2). The results revealed that, among women, work-to-family conflict perceived at Time 1 significantly predicted job dissatisfaction, parental distress as well as psychological symptoms at Time 2. However, among men, a low level of satisfaction or well-being at Time 1 (marital dissatisfaction, parental distress, psychological and physical symptoms) functioned as a precursor of work-to-family conflict perceived at Time 2. In addition, the experience of work-to-family conflict turned out to be relatively stable for both genders over the time period of one year. It is likely that work-to-family conflict will continue to affect employees, and should be a central focus for organizations.
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.
The record
- Venue
- Work & Stress
- Topic
- Work-Family Balance Challenges
- Field
- Social Sciences
- Canadian institutions
- not available
- Funders
- McGill University
- Keywords
- PsychologyJob satisfactionLongitudinal studyWork–family conflictDistressWell-beingSocial psychologyPsychological well-beingFamily conflictAffect (linguistics)Psychological distressDevelopmental psychologyWork (physics)Clinical psychologyMental healthPsychiatry
- Has abstract in OpenAlex
- yes