title: Predicting psychiatric emergency admissions and hospital outcome.
abstract: OBJECTIVE
  A decision support tool for psychiatric hospital admissions was developed and validated to provide reliable, clinically relevant information to providers and case managers.
  
  
  METHODS
  Using the Severity of Psychiatric Illness rating system, an empirical model of psychiatric emergency decision-making was constructed and validated on a spilt sample of 254 crisis cases.
  
  
  RESULTS
  Three dimensions of the Severity of Psychiatric Illness system-Suicide Potential, Danger to Others, and Severity of Symptoms-were used to construct a model that successfully predicted 73% of decisions about level of care (inpatient or outpatient). Clear misses, patients with a 0.20 probability of being hospitalized who were admitted, and patients with an 0.80 probability or greater of being hospitalized who were not admitted were reviewed to allow for utilization review. This decision support tool then was validated by predicting hospital outcomes in two additional samples. First, a random sample of consecutive admissions to a not-for-profit psychiatric hospital were studied. Second, a panel of admissions from a large managed care firm were evaluated.
  
  
  CONCLUSIONS
  Results demonstrate that the decision to hospitalize patients in psychiatric hospitals is rational and that models predicting admission also can predict in-hospital outcomes.
authors.affiliation: Mental Health Services and Policy Program, Northwestern University Medical School, Chicago, IL 60611, USA.
authors.forename: J S
authors.initials: JS
authors.lastname: Lyons
authors.forename: J
authors.initials: J
authors.lastname: Stutesman
authors.forename: J
authors.initials: J
authors.lastname: Neme
authors.forename: J T
authors.initials: JT
authors.lastname: Vessey
authors.forename: M T
authors.initials: MT
authors.lastname: O'Mahoney
authors.forename: H J
authors.initials: HJ
authors.lastname: Camper
mesh_terms: D003155:Community Mental Health Centers; D003419:Crisis Intervention; D003661:Decision Support Techniques; D006302:Health Services Research; D006778:Hospitals, Psychiatric / Q000706:statistics & numerical data*; D006801:Humans; D017063:Outcome Assessment, Health Care; D010343:Patient Admission / Q000639:trends*; D011237:Predictive Value of Tests; D011446:Prospective Studies; D011569:Psychiatric Status Rating Scales / Q000592:standards*; D015203:Reproducibility of Results; D012189:Retrospective Studies; D012720:Severity of Illness Index; D014481:United States; D014600:Utilization Review