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Updated: Nov 23, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Expanding on the multidisciplinary stakeholder framework to minimize harms for problematic risk-taking involving
Jing Shi1,2, Mark van der Maas3,4, Nigel E Turner1,5
11Institute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), Toronto, ON, Canada.
Collaborative relationships and understanding motivations are key to reducing harm from online risk-taking behaviors. Expanding stakeholder roles and empowering users through research can improve interventions for emerging technology risks.
Area of Science:
- Digital Health
- Cyberpsychology
- Risk Management
Background:
- Emerging technologies introduce novel problematic behaviors and online risks.
- Understanding user motivations is crucial for effective harm reduction strategies.
- Existing frameworks may not adequately address the complexities of modern digital risks.
Purpose of the Study:
- To propose an expanded multidisciplinary stakeholder framework for minimizing harm from problematic risk-taking with emerging technologies.
- To enhance the roles of individual and family stakeholders in addressing these issues.
- To advocate for participatory research and knowledge translation to improve policy and practice.
Main Methods:
- Conceptual analysis and framework development.
- Review of existing stakeholder models.
- Proposal for expanded roles within a multidisciplinary framework.
Main Results:
- An expanded stakeholder framework is proposed, including broader family and community roles.
- Emphasis on empowering technology users through participatory action research.
- Discussion on the benefits of industry self-regulation and data-sharing.
Conclusions:
- A comprehensive, global, and collaborative stakeholder approach is essential.
- Protecting vulnerable populations requires coordinated efforts from consumers, families, researchers, industry, and governments.
- Addressing risks associated with rapidly advancing technologies necessitates adaptive and inclusive strategies.
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