Improving hospital quality risk-adjustment models using interactions identified by hierarchical group lasso regularisation

Abstract Background Risk-adjustment (RA) models are used to account for severity of illness in comparing patient outcomes across hospitals. Researchers specify covariates as main effects, but they often ignore interactions or use stratification to account for effect modification, despite limitations...

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Main Authors: Monika Ray (Author), Sharon Zhao (Author), Sheng Wang (Author), Alex Bohl (Author), Patrick S. Romano (Author)
Format: Book
Published: BMC, 2023-12-01T00:00:00Z.
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