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The Characteristics of People with Serious Mental Illness Who are at High Risk for Hospitalization or Death.

Alexander S YoungJessica SkelaPrabha Siddarth
Published in: Community mental health journal (2024)
Many individuals with serious mental illness are at high risk for hospitalization or death due to inadequate treatment of medical conditions or unhealthy behaviors. The authors describe demographic and clinical characteristics associated with increased risk in this population. Electronic data were obtained for individuals in treatment at a large Veterans' healthcare system who were at high risk according to a validated model. A random sample of these individuals was assessed in person. Multivariable regressions estimated the effect of numerous demographic, health, and clinical characteristics on risk. Emergency visits and hospitalizations were common. Greater risk was associated with being male, not married, and having more diagnoses. While risk varied by race, this effect was no longer significant after controlling for other factors. Health-related quality of life worsened with increasing risk. Routine data identify a large population of high-risk individuals who may benefit from outreach to provide healthcare services.
Keyphrases
  • mental illness
  • healthcare
  • mental health
  • public health
  • big data
  • risk assessment
  • machine learning
  • deep learning
  • artificial intelligence