Cross-Cultural Comparison of Early Maladaptive Schemas, Resilience and Quality of Life in Students
Bibliographic record
Abstract
<p>This study compared early maladaptive schemas, resilience, and quality of life of Iranian and German students. This was a descriptive causal-comparative study. To this end, 100 German students and 100 Iranian students were selected using the cluster random sampling method and were evaluated using the research instruments. The instruments used included demographic questionnaire, and Yang’s Schema Questionnaire, the World Health Organization’s Quality of Life Questionnaire and Connor-Davidson’s Resilience Scale that are common instruments in psychology and their validity and reliability have been confirmed in various studies. Research data using multivariate analysis of variance and independent t-test were analyzed. Statistical analysis of the research hypotheses showed a significant difference in the early maladaptive schemas of Iranian and German students (p&lt;0.05). However, there was no difference between resilience and quality of life of the Iranian and German students (p&lt;0.05).</p>
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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".