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Modelling prescription behaviour of general practitioners
- Source :
- Mathematica Slovaca. 67:785-802
- Publication Year :
- 2017
- Publisher :
- Walter de Gruyter GmbH, 2017.
-
Abstract
- The health care costs have been rapidly rising in recent years and the public health insurance companies are highly interested in prescription policies of general practitioners. In our contribution, a complex model for prescription behaviour of Belgian general practitioners is built using the structural equation modelling (SEM) framework. The model involves a large number of prescribed medicament groups as well as doctors’ and patients’ characteristics. As one of the results, a relatively small number of medicament groups, which effectively describe the prescription behaviour of a given doctor, is obtained. These indicators are consequently used in a generalized linear model for predicting the drug expenses per patient. Such a model can be used as a useful guideline for the expenses’ assessment of a particular practitioner.
- Subjects :
- Generalized linear model
03 medical and health sciences
0302 clinical medicine
0504 sociology
General Mathematics
05 social sciences
050401 social sciences methods
Applied mathematics
Feature selection
030212 general & internal medicine
Medical prescription
Structural equation modeling
Mathematics
Subjects
Details
- ISSN :
- 13372211 and 01399918
- Volume :
- 67
- Database :
- OpenAIRE
- Journal :
- Mathematica Slovaca
- Accession number :
- edsair.doi...........721ee5c9dc6bb0db0a0fabbe5e141ee4