Jitters on the Eve of the Great Recession: Is the Belief in Divine Control a Protective Resource?
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
Abstract One factor that has received surprisingly little attention in understanding the mental health consequences of the 2007–2008 financial crisis is religion. In this study, we ask: what is the relationship between two economic stressors—job insecurity and financial strain—and depression? And how do changes in religious belief, indexed by the sense of divine control, moderate those relationships? We use two waves of the U.S. Work, Stress, and Health (US-WSH) project (2005–2007), which occurred on the eve of the Great Recession. Results suggest that increases in job insecurity and financial strain are associated with increased levels of depression. However, those associations are (1) buffered among individuals who simultaneously increased in the sense of divine control and (2) exacerbated among individuals who decreased in the sense of divine control. Moreover, the buffering and exacerbating effects of divine control are significantly stronger among workers with lower levels of education.
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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 | 0.001 | 0.001 |
| 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 | 0.001 |
| 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 it