Related Experiment Video
Updated: Feb 14, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Patterns of Health Care Service Utilization by Individuals with Mental Health Problems: a Predictive Cluster Analysis
Béatrice Simo1, Jean-Marie Bamvita2, Jean Caron3
1Public Health School, University of Montreal, 7101 Av du Parc, Montréal, QC, H3N 1X9, Canada.
Abstract:
This study aimed at identifying and characterizing clusters of mental health service users based on various characteristics in a sample of individuals with mental health problems. Data were collected in the epidemiological catchment area of South-West Montreal, Quebec in 2011 and 2014. Among the 746 participants who reported experiencing a mental health problem (high psychological distress and/or a mental disorder), 29% had used mental health services. A Two-Step cluster analysis was carried out to generate participant profiles based on their visit to mental health professional. Four clusters were identified: 1) young males with high quality of life and social support and who were less likely to have mental health problems and to utilize mental health services; 2) older females living with a partner and having a family doctor who were less likely to have mental health problems and to utilize mental health services; 3) single females with generalized anxiety disorder and somatic illness who were more likely to utilize mental health services, and 4) depressed females with high psychological distress, low quality of life and social support who were likely to utilize mental health services. The results reinforce the importance to develop programs that target the specific needs of subgroups of people experiencing mental health problems, given their considerable heterogeneity.
Related Concept Videos
Stress and Mental Health
Individuals with depression often experience challenges in both their personal and professional...
Interdisciplinary Care: The Health Care Team-I
Physicians
The physician's primary responsibility is to diagnose illness and direct the medical or surgical treatment of the condition. The authority to admit patients to a healthcare agency or institution and practice care within that setting is granted to physicians by the healthcare agency or institution...
Interdisciplinary Care: The Health Care Team-II
Physical Therapist
A physical therapist (PT) aims to restore function or prevent additional impairment in a patient following an injury or disease. Massage, heat, cold, water, sonar waves, exercises, and electrical stimulation are some treatments used by PTs to treat...
Introduction To Health Care Delivery System
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
Traditional Level Of Health Care System
The preventive healthcare service includes tests for screening. Preventive health care services include identifying and reducing disease risk...
Assessment of the Gastrointestinal System II: Health Perception Pattern
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:

