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Updated: Nov 4, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Introducing an implementation framework for augmenting care with digital technology for early psychosis patients:
1Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
Background:
Treatment programs for early-course psychosis are evidence-based interventions that provide specialty care to improve outcomes in patients. Digital technologies offer the potential to augment services and meet the growing demand for care.
Aims:
We introduce a framework to guide the assessment of site readiness for technology and their ability to successfully introduce, implement, and sustain digital technology use. While broader in use that early course psychosis, we focus on this use case to introduce the theory and clinical application.
Methods:
Adapting the replicating effective programs framework, we present an early psychosis focused model. Considering the unique opportunities and challenges of these programs, we present a five-stage evaluation framework. Informed by our clinical experience and recent literature, we present tools and examples to help programs plan and execute successful technology implementation.
Results:
The AACCS framework is comprised of five stages: (1) Access (e.g. identifying access to and comfort with technology), (2) Align (e.g. understanding aspects technology can augment), (3) Connect (e.g. customizing technology to stakeholder needs), (4) Care (e.g. implementing technology into treatment), and (5) Sustain (e.g. creating sustainable services). Site visits revealed patients have access to digital tools and are open to implementation into care, while staff prefers digital skills training.
Conclusions:
This framework assists programs in identifying clinical targets to be augmented with technology, stages of implementation, and recommendations for sustaining meaningful technology use.
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