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A mixed logit model of health care provider choice: analysis of NSS data for rural India
Author(s) -
J. Borah Bijan
Publication year - 2006
Publication title -
health economics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.55
H-Index - 109
eISSN - 1099-1050
pISSN - 1057-9230
DOI - 10.1002/hec.1166
Subject(s) - multinomial logistic regression , sustenance , health care , price elasticity of demand , income elasticity of demand , mixed logit , logistic regression , public economics , business , economics , actuarial science , medicine , economic growth , econometrics , microeconomics , statistics , mathematics , political science , law
In order to address the persistent problems of access to and delivery of health care in rural India, a better understanding of the individual provider choice decision is required. This paper is an attempt in this direction as it investigates the determinants of outpatient health care provider choice in rural India in the mixed multinomial logit (MMNL) framework. This is the first application of the mixed logit to the modeling of health care utilization. We also use the multiple imputation technique to impute the missing prices of providers that an individual did not visit when she was ill. Using data from National Sample Survey Organization of India, we find the following: price and distance to a health facility play significant roles in health care provider choice decision; when health status is poor, distance plays a less significant role in an adult's provider choice decision; price elasticity of demand for outpatient care varies with income, with low‐income groups being more price‐sensitive than high‐income ones. Furthermore, outpatient care for children is more price‐elastic than that for adults, which reflects the socio‐economic structure of a typical household in rural India where an adult's health is more important than that of a child for the household's economic sustenance. Copyright © 2006 John Wiley & Sons, Ltd.