Regression models for analyzing costs and their determinants in health care: an introductory review.

@article{Gregori2011RegressionMF,
  title={Regression models for analyzing costs and their determinants in health care: an introductory review.},
  author={Dario Gregori and Michele Petrinco and Simona Bo and Alessandro Desideri and Franco Merletti and Eva Pagano},
  journal={International journal for quality in health care : journal of the International Society for Quality in Health Care},
  year={2011},
  volume={23 3},
  pages={331-41}
}
OBJECTIVE This article aims to describe the various approaches in multivariable modelling of healthcare costs data and to synthesize the respective criticisms as proposed in the literature. METHODS We present regression methods suitable for the analysis of healthcare costs and then apply them to an experimental setting in cardiovascular treatment (COSTAMI study) and an observational setting in diabetes hospital care. RESULTS We show how methods can produce different results depending on the… CONTINUE READING
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