Parental ethnic–racial socializations messages direct and indirect associations with shift-and-persist coping among minoritized American adolescents.
Bibliographic record
Abstract
OBJECTIVES: The current cross-sectional study examined whether parental cultural socialization, preparation for bias messages, and adolescents' ethnic-racial identity (ERI) were associated with shift-and-persist coping strategy characterized by reappraising and accepting uncontrollable stressors (e.g., discrimination, poverty) while maintaining purpose and a positive future orientation. METHOD: = 1.17, 68.9% girls). Structural equation models examined the direct effects of parental cultural socialization and preparation for bias messages on youth's ERI and shift-and-persist, as well as the indirect effects of socialization messages on shift-and-persist. RESULTS: Preparation for bias and cultural socialization were directly related to a stronger ERI for adolescents, but only cultural socialization was directly associated with greater shift-and-persist. Stronger ERI was associated with greater shift-and-persist, and both cultural socialization and preparation for bias were indirectly associated with greater shift-and-persist. CONCLUSIONS: Frequent parental preparation for bias may be indirectly associated with minoritized adolescent's shift-and-persist coping, whereas cultural socialization impacts youth's shift-and-persisting both directly and indirectly. (PsycInfo Database Record (c) 2025 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.
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 | 0.001 | 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 | 0.003 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".