Motivational Interviewing and Self-care Practices in Adult Patients With Heart Failure
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Heart failure contributes to frequent hospitalizations, large healthcare costs, and high mortality. Heart failure management includes patient adherence to strict self-care practices (ie, symptom recognition, limiting sodium and fluids, monitoring weight, maintaining an active lifestyle, and medication adherence as well as monitoring other medical conditions). These practices can be difficult to enact and maintain. Motivational interviewing, although not studied extensively in patients with heart failure, may enhance patients' abilities to enact and maintain self-care practices. OBJECTIVE: The aim of this study was to examine the effectiveness of motivational interviewing on self-care practices in the adult population with heart failure. METHODS: We conducted a narrative systematic review of peer-reviewed research literature focused on motivational interviewing in adult patients with heart failure. The following databases were searched from database inception to March 2019: MEDLINE, EMBASE, PsycINFO, Cochrane Central Register of Controlled Trials, Cumulative Index to Nursing and Allied Health Literature, ERIC, Educational Resource Complete, and Scopus. Of 1158 citations retrieved, 7 studies met the inclusion criteria. RESULTS: Outcomes were focused on self-care adherence (ie, maintenance, management, confidence), physical activity/exercise, and knowledge of self-care. Motivational interviewing has been effectively used either alone or in combination with other therapies and has been used in-home, over the telephone, and in hospital/clinic settings, although face-to-face interventions seem to be more effective. A number of limitations were noted in the included studies. CONCLUSION: Motivational interviewing is a potentially effective adjunct to enhance self-care practices in patients with heart failure. Further high-quality research is needed to support changes in clinical practice.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 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 | 0.001 |
| 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