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Interventions to reduce readmissions: can complex adaptive system theory explain the heterogeneity in effectiveness?
Lauren S Penney1,2, Musarrat Nahid3,4, Luci K Leykum3,4,5
1South Texas Veterans Health Care System, 7400 Merton Minter Blvd, San Antonio, TX, 78229, USA. Lauren.Penney@va.gov.
Complex adaptive systems (CAS) principles like learning and self-organization in care transition interventions improve hospital readmission outcomes. Designing interventions with these elements enhances patient recovery and reduces readmission rates.
Area of Science:
- Healthcare Systems Research
- Complex Adaptive Systems Theory
- Patient Care Transitions
Background:
- Hospital to home patient transitions are challenging and uncertain.
- Existing care transition interventions have limited effectiveness.
- Complex Adaptive Systems (CAS) theory offers a framework to understand and improve these transitions.
Purpose of the Study:
- To assess if care transition interventions aligned with CAS principles improve patient outcomes.
- To determine the association between CAS characteristics in interventions and their effectiveness.
Main Methods:
- Reviewed 46 high-quality care transition intervention studies from a synthesis report.
- Scored interventions based on 5 CAS characteristics (learning, interconnections, self-organization, co-evolution, emergence) and system resources/processes.
- Evaluated intervention effectiveness based on hospital readmission rates.
Main Results:
- Nearly all interventions modified interconnections, resources, and processes.
- Most interventions included elements of learning (67%) and self-organization (69%).
- Interventions incorporating learning and self-organization were significantly more effective in reducing hospital readmissions (78% effective vs. 32% ineffective).
Conclusions:
- Interventions fostering learning and self-organization are linked to better hospital readmission outcomes.
- Self-organization appears crucial for enabling effective patient adaptation during uncertain transitions.
- While learning is important, integrating self-organization may be key to reducing readmissions.
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