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Updated: Jun 6, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Putting measurement-based care into action: a multi-method study of the benefits of integrating routine client
Piper Meyer-Kalos1, Grace Owens2, Melissa Fisher2
1Department of Psychiatry & Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA. psmeyer@umn.edu.
Background:
Measurement-based care (MBC) is an effective tool in the delivery of evidence-based practices (EBPs). MBC utilizes feedback loops to share information and drive changes throughout a learning healthcare system. Few studies have demonstrated this practice in team-based care for young people with early psychosis. This paper describes the development of a personalized feedback report derived from routine assessments that is shared with clients and clinicians as part of a MBC process.
Methods:
We used a multi-method approach to evaluate the implementation of a personalized feedback report at 5 early psychosis coordinated specialty care programs (CSC). We compared clients enrolled in CSC who did and did not receive a feedback report over the first 6 months of treatment. The sample included 204 clients: 146 who did not receive the feedback report (treatment as usual, TAU) and were enrolled over 2 years, and 58 who received the feedback report. A subset of 67 clients completed measures at both intake and 6-month follow-up, including 42 who received the personalized feedback report and 25 who did not. We compared the two groups with regard to self-reported symptoms, likelihood of completing treatment, and perception of shared decision making. We conducted qualitative interviews with 5 clients and 5 clinicians to identify the benefits and challenges associated with the personalized feedback report.
Results:
The total sample showed significant improvements in shared decision-making and in their intent to complete the program. Post hoc analyses revealed significant increases in the personalized feedback group, and non-significant changes in the TAU group, although group-by-time interactions did not reach statistical significance. The feedback report group engaged in significantly more sessions of Supported Employment and Education (SEE), case management, and peer support, and fewer medication visits over the first 6 months of treatment. Both groups showed significant improvement in symptoms and functioning. Results from the qualitative analysis indicated that the experience of receiving the reports was valuable and validating for both patients and clinicians.
Conclusions:
A personalized feedback report was integrated into standard of care for early psychosis programs. This process may improve shared decision-making, strengthen the likelihood to stay in treatment, and increase treatment attendance in psychosocial interventions. We posit that this process facilitates recovery-oriented care, strengths-focused treatment planning, enhances intrinsic motivation, and strengthens the therapeutic alliance.
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