title: Screening of older community-dwelling people at risk for death and hospitalization: the Assistenza Socio-Sanitaria in Italia project.
abstract: OBJECTIVE
  To develop and validate mortality and hospitalization prognostic tools based upon information readily available to primary care physicians (PCPs).
  
  
  METHODS
  Population-based cohort study. Baseline predictors were patient demographics, a seven-item questionnaire on functional status and general health, use of five or more drugs, and previous hospitalization.
  
  
  METHODS
  Community-based study.
  
  
  METHODS
  Prognostic indexes were developed in 2,470 subjects and validated in 2,926 subjects, all community-dwelling, aged 65 and older, and randomly sampled from the rosters of 98 PCPs in Florence, Italy.
  
  
  METHODS
  Fifteen-month mortality and hospitalization.
  
  
  RESULTS
  Two scores were derived from logistic regression models and used to stratify participants into four groups. With Model 1, based upon the seven-item questionnaire, mortality rate ranged from 0.8% in the lowest-risk group (0-1 point) to 9.4% in the highest risk group (> or = 3 points), and hospitalization rate ranged from 12.4% to 29.3%; area under the receiver operating characteristic curves (AUC) was 0.75 and 0.60, respectively. With Model 2, considering also drug use and previous hospitalization, mortality and hospitalization rates ranged from 0.3% to 8.2% and from 8.1% to 29.7%, for the lowest-risk to the highest-risk group; the AUC increased significantly only for hospitalization (0.67).
  
  
  CONCLUSIONS
  Prediction of death and hospitalization in older community-dwelling people can be easily obtained with two indexes using information promptly available to PCPs. These tools might be useful for guiding clinical care and targeting interventions to reduce the need for hospital care in older persons.
authors.affiliation: Regional Agency for Healthcare Services, Unit of Geriatrics, Florence, Italy.
authors.forename: Giampiero
authors.initials: G
authors.lastname: Mazzaglia
authors.forename: Lorenzo
authors.initials: L
authors.lastname: Roti
authors.forename: Giacomo
authors.initials: G
authors.lastname: Corsini
authors.forename: Angela
authors.initials: A
authors.lastname: Colombini
authors.forename: Gavino
authors.initials: G
authors.lastname: Maciocco
authors.forename: Niccolò
authors.initials: N
authors.lastname: Marchionni
authors.forename: Eva
authors.initials: E
authors.lastname: Buiatti
authors.forename: Luigi
authors.initials: L
authors.lastname: Ferrucci
authors.forename: Mauro
authors.initials: M
authors.lastname: Di Bari
mesh_terms: D000368:Aged; D000369:Aged, 80 and over; D019540:Area Under Curve; D005260:Female; D015577:Geriatric Assessment; D006305:Health Status Indicators; D006760:Hospitalization / Q000706:statistics & numerical data*; D006801:Humans; D007558:Italy / Q000453:epidemiology; D016015:Logistic Models; D008297:Male; D008403:Mass Screening; D009026:Mortality; D011379:Prognosis; D018570:Risk Assessment; D012307:Risk Factors; D011795:Surveys and Questionnaires