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Updated: Mar 25, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Partnering with health system operations leadership to develop a controlled implementation trial.
Mark S Bauer1, Christopher Miller2, Bo Kim3
1VA Boston Healthcare System, Harvard Medical School, 150 South Huntington Avenue (152M), Boston, MA, 02130, USA. mark.bauer@va.gov.
Collaborative chronic care models (CCMs) improve mental health outcomes. This study evaluated CCM implementation in US Department of Veterans Affairs clinics, assessing feasibility and patient impact.
Area of Science:
- Implementation Science
- Health Services Research
- Mental Health Services
Background:
- Mental health condition outcomes are often suboptimal due to fragmented care.
- Collaborative Chronic Care Models (CCMs) show promise in improving outcomes for various mental health conditions.
- The US Department of Veterans Affairs initiated a national effort to implement multidisciplinary teams in general mental health clinics.
Purpose of the Study:
- To evaluate the successful implementation of evidence-based CCMs using existing staff.
- To determine the impact of CCM implementation on patient health status and care perceptions.
- To address operational priorities and scientific rigor in health system change.
Main Methods:
- A hybrid type III stepped-wedge design with nine study sites.
- Implementation support utilizing the CDC's Replicating Effective Programs strategy, supplemented by facilitation.
- Quantitative (fidelity, patient health outcomes; n=765) and qualitative (provider interviews) data collection and analysis.
Main Results:
- The study is ongoing, with data collection and analysis in progress.
- Formative evaluation focuses on recipients, context, innovation, and facilitation.
- Summative evaluation combines quantitative and qualitative outcome measures.
Conclusions:
- Jointly designed, controlled protocols enhance the likelihood of answering critical operational questions rigorously.
- This approach facilitates sustainable change within the healthcare system.
- Implementation research is crucial for optimizing mental health service delivery.
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