Patient satisfaction with cardiac rehabilitation: association with utilization, functional capacity, and heart-health behaviors
Why this work is in the frame
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Bibliographic record
Abstract
Background: Cardiac rehabilitation (CR) societies recommend assessment of patient satisfaction given its association with health care utilization and outcomes. Recently, the Patient Assessment of Chronic Illness Care (PACIC, Glasgow) was recommended as an appropriate tool for the CR setting. The objectives of this study were to 1) describe patient satisfaction with CR, 2) test the psychometric properties of the PACIC in the CR setting, and 3) assess the association of patient satisfaction with CR utilization and outcomes. Methods: Secondary analysis was conducted on an observational, prospective CR program evaluation cohort. A convenience sample of patients from 1 of 3 CR programs was approached at their first CR visit, and consenting participants completed a survey. Clinical data were extracted from charts pre- and post-program. Participants were e-mailed surveys again 6 months (including the PACIC) and 1 and 2 years later. Results: Of 411 consenting patients, 247 (60.2%) completed CR. The mean PACIC score was 2.8±1.1/5. Internal reliability was α=0.95. The total PACIC score varied significantly by site ( F =3.12, P =0.046), indicating discriminant validity. Patient satisfaction was significantly related to greater CR adherence ( r =0.22, P <0.01) and completion ( t =2.63, P <0.01), greater functional status at CR discharge ( r =0.17, P =0.03) and 2 years post-intake ( r =0.19, P =0.03), greater physical activity at discharge ( r =0.18, P =0.02), as well as lower depressive symptoms at discharge ( r =-0.16, P =0.02) and 1-year follow-up ( r =-0.19, P =0.03). These associations sustained adjustment for sex. Conclusion: Patients were relatively satisfied with their care. The PACIC is a psychometrically validated scale, which could serve as a useful tool to assess patient satisfaction with CR. Keywords: cardiac rehabilitation, patient satisfaction, cardiovascular disease, program evaluation Corrigendum for this paper has been published
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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