The HOSPITAL Score Predicts Potentially Preventable 30-Day Readmissions in Conditions Targeted by the Hospital Readmissions Reduction Program

Robert E. Burke, Jeffrey L. Schnipper, Mark V. Williams, Edmondo J. Robinson, Eduard E. Vasilevskis, Sunil Kripalani, Joshua P. Metlay, Grant S. Fletcher, Andrew D. Auerbach, Jacques D. Donzé

Research output: Contribution to journalArticlepeer-review

34 Scopus citations


Background/Objectives: New tools to accurately identify potentially preventable 30-day readmissions are needed. The HOSPITAL score has been internationally validated for medical inpatients, but its performance in select conditions targeted by the Hospital Readmission Reduction Program (HRRP) is unknown. Design: Retrospective cohort study. Setting: Six geographically diverse medical centers. Participants/Exposures: All consecutive adult medical patients discharged alive in 2011 with 1 of the 4 medical conditions targeted by the HRRP (acute myocardial infarction, chronic obstructive pulmonary disease, pneumonia, and heart failure) were included. Potentially preventable 30-day readmissions were identified using the SQLape algorithm. The HOSPITAL score was calculated for all patients. Measurements: A multivariable logistic regression model accounting for hospital effects was used to evaluate the accuracy (Brier score), discrimination (c-statistic), and calibration (Pearson goodness-of-fit) of the HOSPITAL score for each 4 medical conditions. Results: Among the 9181 patients included, the overall 30-day potentially preventable readmission rate was 13.6%. Across all 4 diagnoses, the HOSPITAL score had very good accuracy (Brier score of 0.11), good discrimination (c-statistic of 0.68), and excellent calibration (Hosmer-Lemeshow goodness-of-fit test, P=0.77). Within each diagnosis, performance was similar. In sensitivity analyses, performance was similar for all readmissions (not just potentially preventable) and when restricted to patients age 65 and above. Conclusions: The HOSPITAL score identifies a high-risk cohort for potentially preventable readmissions in a variety of practice settings, including conditions targeted by the HRRP. It may be a valuable tool when included in interventions to reduce readmissions within or across these conditions.

Original languageEnglish
Pages (from-to)285-290
Number of pages6
JournalMedical Care
Issue number3
StatePublished - 2017

Bibliographical note

Publisher Copyright:
© 2016 Wolters Kluwer Health, Inc. All rights reserved.


  • patient readmission
  • risk factors
  • score
  • transition of care

ASJC Scopus subject areas

  • Public Health, Environmental and Occupational Health


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