Parents’ Perceptions of the Impact of a Telephone Support Group Intervention
Bibliographic record
Abstract
Parents living with a child or adolescent with a chronic condition experience wide-ranging demands and an increased risk of health problems. Their social support resources serve as a protective factor and can help to moderate the health effects of stressful situations associated with caregiving. This intervention study tested the impact of a 12-week telephone peer support group intervention for parents in a randomized trial. The support group parents described their experiences and perceptions of the impact of the intervention in weekly diaries and in interviews at three points over the 6 months following the intervention. Parents described increased social support, enhanced coping, increased sense of confidence, and changed outlook, family activities and relationships, and health care encounters. The vast majority were satisfied with the support groups. The telephone support groups tested in this study may improve the day-to-day quality of life for parents and diminish the risk of long-term negative health effects of caregiving.
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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 | 0.001 |
| 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) | 0.001 | 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".