Parental illness, attachment dimensions, and health beliefs: testing the cognitive-behavioural and interpersonal models of health anxiety
Bibliographic record
Abstract
The cognitive-behavioral and interpersonal models of health anxiety propose that parental illness could be a contributory factor to the development of health anxiety but through different mechanisms. The cognitive-behavioral model suggests that exposure to parental illness may lead to health beliefs that could increase health anxiety. In contrast, the interpersonal model proposes that parental illness may contribute to the development of an insecure attachment pattern and consequently health anxiety. To assess the additive value of the models, 116 emerging adults (i.e. aged 18-25) who had a parent diagnosed with a serious medical illness (e.g. cancer, multiple sclerosis) completed measures of health anxiety, adult attachment dimensions, and health beliefs. Attachment anxiety, attachment avoidance, health beliefs, and death of the ill parent were statistically significant predictors of health anxiety. The results provide support for both models of health anxiety. Theoretical implications and directions for future research are discussed.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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".