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Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Call for research: detecting early vulnerability for psychiatric hospitalization
1Silberman School of Social Work at Hunter College, City University of New York, New York, NY 10035, USA. jprin@hunter.cuny.edu
The Journal of Behavioral Health Services & Research
|November 20, 2012
Summary
Childhood exposure to parental depression, family victimization, or specific childhood mental illnesses increases the risk and lowers the age of first psychiatric hospitalization. Early intervention is crucial.
Area of Science:
- Psychiatry
- Public Health
- Developmental Psychology
Background:
- Youth is a critical period for primary prevention of mental health issues.
- Understanding early risk factors for psychiatric hospitalization is essential for timely intervention.
- National surveys provide valuable data on mental health trends.
Purpose of the Study:
- To identify early risk factors influencing the likelihood and timing of first psychiatric hospitalizations in youth.
- To examine the association between specific childhood adversities and psychiatric inpatient stays.
- To inform primary prevention strategies for mental health disorders.
Main Methods:
- Logistic regression analysis was employed.
- Data from a nationally representative survey (NCS-R, Part II, 2001-2003) of 5,692 Americans was utilized.
- Risk factors included parental depression, family victimization, and childhood mental illnesses (conduct, oppositional defiant, separation anxiety disorders).
Main Results:
- Psychiatric inpatient stays were more common and occurred at earlier ages in individuals with a history of childhood adversity.
- Specific risk factors identified include growing up with depressed parents, experiencing family victimization, and having conduct, oppositional defiant, or separation anxiety disorders.
- These findings highlight significant associations between early life experiences and later psychiatric hospitalization.
Conclusions:
- Early identification and intervention for children exposed to parental depression, family violence, or specific mental health conditions are critical.
- Longitudinal research is needed to further understand the trajectory of psychiatric hospitalization risk.
- Findings underscore the importance of addressing child mental health and family environment for preventing psychiatric inpatient care.
