Bibliographic record
Abstract
This study explored the types of family burdens, mental health and Chinese health beliefs of Chinese caregivers with relatives suffering from a serious mental illness. It also examined the impacts of these beliefs on caregivers' burdens and mental health. A structured questionnaire was administered to 125 Chinese caregivers in out-patient clinics in Hong Kong. Measures included distress (General Health Questionnaire), family burdens and belief in traditional Chinese medicine. Family burdens exerted a significant impact on the mental health of caregivers. Significant differences were found between believers and non-believers of traditional Chinese medical beliefs in terms of financial burdens, disruptions to family interactions and decline in physical health. No moderating effect of Chinese health beliefs on family burdens and mental health was found. The lack of a moderating effect of health belief on family burdens may be related to caregivers' changes in perspectives from a traditional Chinese cultural perspective to a psychosocial and personality perspective. Implications for research and service development are discussed. Copyright © 2006 McGill University.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".