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Updated: Feb 28, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Development and implementation of a psychotherapy tracking database in primary care.
Julia R Craner1, Craig N Sawchuk2, John D Mack3
1Department of Psychiatry and Behavioral Medicine, Spectrum Health Medical Group.
Implementing a continuously populating database in primary care clinics effectively gathered psychotherapy service data. This approach supports integrated behavioral health care research and clinical practice improvements.
Area of Science:
- Behavioral Health Services Research
- Primary Care Integration
- Health Services Research
Background:
- Growing integration of behavioral health services in primary care settings.
- Limited research on effectiveness in real-world clinical settings due to methodological challenges.
- Need for innovative research approaches tailored to primary care.
Purpose of the Study:
- Describe the development and implementation of an innovative data collection approach for primary care.
- Assess patient care levels including service utilization and symptomatic outcomes.
- Evaluate session-by-session use of psychotherapy principles by providers.
Main Methods:
- Implemented a continuously populating database for psychotherapy services across 5 primary care clinics.
- Collected data on service utilization, symptomatic outcomes, and provider adherence to psychotherapy principles.
- Addressed implementation challenges related to clinician time, resource variation, and data collection fidelity.
Main Results:
- Database implementation generated valuable data for clinical care and program development.
- Identified challenges in clinician time, resource dissemination, and data collection fidelity.
- Demonstrated the generation of useful data to inform empirical research.
Conclusions:
- Feasible and sustainable data collection in routine primary care can strengthen the evidence base for integrated care.
- The developed approach has the potential to enhance understanding of patient populations and clinical processes.
- Addresses critical gaps in the integrated care literature with further study and refinement.
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