The Effect of Perfectionism and Acculturative Stress on Levels of Depression Experienced by East Asian International 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
This study examined relationships among acculturative stress, grade point average satisfaction, maladaptive perfectionism, and depression in 52 East Asian international students and 126 North American students. Results indicated that a combined effect of perfectionism and acculturative stress accounted for more than 30% of the variance related to depression. Implications include the importance of attending to perfectionism and acculturative stress for improving the overall well‐being of East Asian international students. Este estudio examinó las relaciones entre el estrés aculturativo, la satisfacción con el promedio de calificaciones, el perfeccionismo inadaptado y la depresión en 52 estudiantes internacionales del este asiático y 126 estudiantes norteamericanos. Los resultados indicaron que el efecto combinado del perfeccionismo y el estrés aculturativo representó más del 30% de la varianza relacionada con la depresión. Las implicaciones incluyen la importancia de prestar atención a los niveles de perfeccionismo y estrés aculturativo para mejorar el bienestar general de los estudiantes internacionales del este asiático.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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 it