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Reformulating provider profiling by grouping providers treating similar patients prior to evaluating performance

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Standard approaches to comparing health providers' performance rely on hierarchical logistic regression models that adjust for patient characteristics at admission. Estimates from these models may be misleading when providers treat different patient population... ...