The mediating role of social climate in the association of youth and residential service characteristics and quality of life.
Bibliographic record
Abstract
Previous research has shown that social climate (SC) is important for the daily life of youths living in therapeutic residential youth care (TRC). However, little is known on how SC can promote a positive quality of life (QoL) for the heterogeneous TRC population. This study, therefore, investigates how TRC and youth characteristics are associated with SC and QoL. We employed a combination of person-centered and variable-centered approaches in a cross-sectional design using a sample of 400 Norwegian youths. We used previously established TRC and youth classes in a structural equation model, where these classes were regressed on latent SC and QoL. Both direct and indirect effects were analyzed. All youth classes were associated with SC and QoL, such that youth with family problems, incidental problems, and the migrant background class scored higher on SC and QoL compared to the severe problems class. In addition, SC mediated the association of the incidental problems and migrant background classes on QoL. TRC staff should acknowledge that a positive SC can strengthen the QoL of youths with severe problems. Future research should longitudinally investigate these associations to establish long-term effects on QoL during stay in TRC. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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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 | 0.005 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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)
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".