title: Observed-predicted length of stay for an acute psychiatric department, as an indicator of inpatient care inefficiencies. Retrospective case-series study.
abstract: BACKGROUND
  Length of stay (LOS) is an important indicator of efficiency for inpatient care but it does not achieve an adequate performance if it is not adjusted for the case mix of the patients hospitalized during the period considered. After two similar studies for Internal Medicine and Surgery respectively, the aims of the present study were to search for Length of Stay (LOS) predictors in an acute psychiatric department and to assess the performance of the difference: observed-predicted length of stay, as an indicator of inpatient care inefficiencies.
  
  
  METHODS
  Retrospective case-series of patients discharged during 1999 from the Psychiatric Department from General Hospital "Hermanos Ameijeiras" in Havana, Cuba. The 374 eligible medical records were randomly split into two groups of 187 each. We derived the function for estimating the predicted LOS within the first group. Possible predictors were: age; sex; place of residence; diagnosis, use of electroconvulsive therapy; co morbidities; symptoms at admission, medications, marital status, and response to treatment. LOS was the dependent variable. A thorough exam of the patients' records was the basis to assess the capacity of the function for detecting inefficiency problems, within the second group.
  
  
  RESULTS
  The function explained 37% of LOS variation. The strongest influence on LOS came from: age (p = 0.002), response to treatment (p < 0.0001), the dummy for personality disorders (p = 0.01), ECT therapy (p = 0.003), factor for sexual and/or eating symptoms (p = 0.003) and factor for psychotic symptoms (p = 0.025). Mean observed LOS is 2 days higher than predicted for the group of records with inefficient care, whereas for the group with acceptable efficiency, observed mean LOS was 4 days lower than predicted. The area under the ROC curve for detecting inefficiencies was 69%
  
  
  CONCLUSIONS
  This study demonstrates the importance of possible predictors of LOS, in an acute care Psychiatric department. The proposed indicator can be readily used to detect inefficiencies.
authors.affiliation: Hermanos Ameijeiras General Hospital, Research and Projects Department, San Lázaro 701, Centro Habana 10300, Ciudad Habana, CUBA. rjimenez@infomed.sld.cu
authors.forename: Rosa E
authors.initials: RE
authors.lastname: Jiménez
authors.forename: Rosa M
authors.initials: RM
authors.lastname: Lam
authors.forename: Milagros
authors.initials: M
authors.lastname: Marot
authors.forename: Ariel
authors.initials: A
authors.lastname: Delgado
mesh_terms: D000208:Acute Disease / Q000145:classification / Q000628:therapy; D000328:Adult; D000368:Aged; D001900:Boston; D015897:Comorbidity; D003462:Cuba; D003953:Diagnosis-Related Groups; D017598:Efficiency, Organizational / Q000706:statistics & numerical data*; D004565:Electroconvulsive Therapy / Q000706:statistics & numerical data; D005260:Female; D006801:Humans; D007902:Length of Stay / Q000706:statistics & numerical data* / Q000639:trends*; D008297:Male; D008499:Medical Records; D001523:Mental Disorders / Q000145:classification* / Q000150:complications / Q000628:therapy; D008875:Middle Aged; D011567:Psychiatric Department, Hospital / Q000458:organization & administration / Q000706:statistics & numerical data*; D019984:Quality Indicators, Health Care; D012372:ROC Curve; D012189:Retrospective Studies; D018570:Risk Assessment