Short-Term Effects of a Self-Management Intervention on Health Status of Housebound Older Adults With Arthritis
Why this work is in the frame
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Bibliographic record
Abstract
This study examines the impact of a self-management intervention for housebound adults with arthritis and presence of moderating variables. A total of 113 adults with a mean age of 77.7 years and diagnosed with osteoarthritis (62%) or rheumatoid arthritis (38%) were randomized to intervention ( n = 65) and control groups ( n = 48). Information on health, self-efficacy, outcome expectations, and health behaviors was collected (a) at baseline, (b) 2 months later, and (c) following the intervention. Multilevel analysis reveals that experimental group participants reported significantly fewer functional limitations and less helplessness than control participants postintervention. A trend for improved coping effectiveness was observed ( p = .06). Greater improvements in outcome expectations and physical behaviors were associated with greater decreases in helplessness. Larger improvements in outcome expectations were associated with greater decreases in functional limitations. A structured self-management intervention can have a positive impact on the health status of housebound adults with arthritis.
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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 | 0.000 | 0.000 |
| 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 | 0.000 |
| 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