Understanding interprofessional collaboration in the context of chronic disease management for older adults living in communities: a concept analysis
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
AIM: To report a concept analysis of interprofessional collaboration in the context of chronic disease management, for older adults living in communities. BACKGROUND: Increasing prevalence of chronic disease among older adults is creating significant burden for patients, families and healthcare systems. Managing chronic disease for older adults living in the community requires interprofessional collaboration across different health and other care providers, organizations and sectors. However, there is a lack of consensus about the definition and use of interprofessional collaboration for community-based chronic disease management. DESIGN: Concept analysis. DATA SOURCES: Electronic databases CINAHL, Medline, HealthStar, EMBASE, PsychINFO, Ageline and Cochrane Database were searched from 2000 - 2013. METHODS: Rodgers' evolutionary method for concept analysis. RESULTS: The most common surrogate term was interdisciplinary collaboration. Related terms were interprofessional team, multidisciplinary team and teamwork. Attributes included: an evolving interpersonal process; shared goals, decision-making and care planning; interdependence; effective and frequent communication; evaluation of team processes; involving older adults and family members in the team; and diverse and flexible team membership. Antecedents comprised: role awareness; interprofessional education; trust between team members; belief that interprofessional collaboration improves care; and organizational support. Consequences included impacts on team composition and function, care planning processes and providers' knowledge, confidence and job satisfaction. CONCLUSION: Interprofessional collaboration is a complex evolving concept. Key components of interprofessional collaboration in chronic disease management for community-living older adults are identified. Implications for nursing practice, education and research are proposed.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| 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