Statistical and clinical aspects of hospital outcomes profiling

DOI10.1214/088342307000000096zbMath1246.62216arXiv0710.4622OpenAlexW3104922491MaRDI QIDQ449864

Sharon-Lise T. Normand, David M. Shahian

Publication date: 1 September 2012

Published in: Statistical Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/0710.4622

zbMATH Keywords

mortalityselection biasvariationshierarchical modelsprofilingreport cardsevidence-based medicinequality of carerisk adjustment

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Medical applications (general) (92C50)

Related Items (7)

Performance characteristics of profiling methods and the impact of inadequate case-mix adjustment ⋮ Impact of case-mix measurement error on estimation and inference in profiling of health care providers ⋮ Hospital quality risk standardization via approximate balancing weights ⋮ Improving Predictions When Interest Focuses on Extreme Random Effects ⋮ Statistical profiling methods with hierarchical logistic regression for healthcare providers with binary outcomes ⋮ Latent Markov model for longitudinal binary data: an application to the performance evaluation of nursing homes ⋮ Percentile-Based Empirical Distribution Function Estimates for Performance Evaluation of Healthcare Providers

Uses Software

• BayesDA

Cites Work

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• Hierarchical Poisson Regression Modeling
• Empirical Bayes and Item-Clustering Effects in a Latent Variable Hierarchical Model
• Selection of Related Multivariate Means
• Regression modeling strategies. With applications to linear models, logistic regression and survival analysis
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

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