Sentence examples similar to providers profiling from inspiring English sources

Several investigators have suggested the use of Bayesian methods in provider profiling [ 15- 17].

Normand and Shahian discuss statistical and clinical issues related to provider profiling [ 11].

Normand et al. proposed a method for provider profiling based upon posterior tail probabilities [ 16].

In this study, we used methods for provider profiling based on a Bayesian hierarchical regression model.

Statistical approaches to provider profiling and risk adjustment have been previously discussed.

Several commentators have advocated for the use of Bayesian hierarchical models in provider profiling.

This illustrates that prior results on Bayes Rules for simple parameters are not applicable in the setting of provider profiling.

Second, similar to provider profiling studies [ 18], it is not always straightforward how to take patient case-mix into account.

For these reasons, a statistical model for provider profiling, in which provider differences are modeled explicitly, must be considered for justified conclusions.

This approach, however, is only one part of a more comprehensive provider profiling which also includes aspects of infrastructure, intervention and activities in quality improvement.

Hierarchical models, similar to the one presented above, are widely applied in provider profiling and are known to be superior to non-hierarchical models [ 34].