Hospital profiling using Bayesian decision theory

Author:

Hengelbrock Johannes1ORCID,Rauh Johannes1,Cederbaum Jona1,Kähler Maximilian1,Höhle Michael12

Affiliation:

1. Federal Institute for Quality Assurance and Transparency in Healthcare Berlin Germany

2. Department of Mathematics Stockholm University Stockholm Sweden

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Reference38 articles.

1. Ash A.S. Fienberg S.E. Louis T.A. Normand S.L.T. Stukel T.A.&Utts J.(2012)Centers for Medicare; Medicaid Services; Committee of Presidents of Statistical Societies. Available from:https://www.cms.gov/Medicare/Quality‐Initiatives‐Patient‐Assessment‐Instruments/HospitalQualityInits/Downloads/Statistical‐Issues‐in‐Assessing‐Hospital‐Performance.pdfStatistical Issues in Assessing Hospital Performance. Commissioned by the Committee of Presidents of Statistical Societies.

2. A Comparison of Bayesian Methods for Profiling Hospital Performance

3. The reliability and validity of Bayesian measures for hospital profiling: a Monte Carlo assessment

4. Austin P.C.(2008)Bayes rules for optimally using Bayesian hierarchical regression models in provider profiling to identify high‐mortality hospitals.BMC Medical Research Methodology 8:30.

5. Optimal Bayesian probability levels for hospital report cards

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