Cultural stress, daily well-being, and internalizing and externalizing symptoms among Hispanic college students.
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
The present study was designed to examine the extent to which, in a sample of 873 Hispanic college students, daily levels of, and variability in, well-being would mediate the predictive effects of culturally related stressors (discrimination, negative context of reception, and bicultural stress) on internalizing and externalizing symptoms 11 days later. A 12-day daily diary design was utilized, where reports of cultural stressors were gathered on Day 1, daily well-being reports were gathered on Days 2-11, and outcomes were measured on Day 12 (with controls for Day 1 levels of these same outcomes). Structural equation modeling results indicated that daily means of, and variability in, well-being significantly mediated the predictive effect of Day 1 ethnic/racial discrimination, negative context of reception, and bicultural stress on Day 12 symptoms of anxiety and depression. No effects emerged for externalizing symptoms. When we decomposed the latent well-being variability construct into its component indicators (self-esteem, life satisfaction, psychological well-being/self-acceptance, and eudaimonic well-being), daily variability in life satisfaction and self-acceptance appeared to be primarily responsible for the mediated predictive effects we observed. These results are discussed in terms of implications for further research, for counseling practice, and for the development of more inclusive university practices and policies. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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