The impact of Universal Health Coverage on healthcare consumption and risky behaviours: evidence from Thailand
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Working paper
Author(s)
Ghislandi, Simone
Manachotphong, Wanwiphang
Perego, Viviana ME
Type
Report
Abstract
Thailand is among one of the first non OECD countries to have successfully introduced a
form of Universal Health Coverage (UHC) in 2002. This policy defines a natural
experiment for the evaluation of the effects of public health insurance on health
behaviours. In the present paper, we look at the impact of the Thai UHC on preventive
activities, risky behaviours and healthcare consumption using data from the 1996, 2001
and 2003 Health and Welfare Survey of Thailand. We use double robust estimators
combining propensity scores and linear regressions to estimate Difference-in-Differences
(DD) and Difference in DD (DDD) models. Results offer important insights. First,
previously uninsured men and women increased their preventive activities (check-ups)
more than any other groups. At the same time, there is no evidence of either an increase
in risky behaviours or a reduction of preventive efforts by the newly insured population.
In other words, we find no evidence of ex ante moral hazard. Regarding healthcare
consumption, we see that hospital admissions increased by 2% and outpatient visits
increased by 13% due to the UHC. Overall, these findings imply positive health impacts
among the Thai population who entered in the UHC.
form of Universal Health Coverage (UHC) in 2002. This policy defines a natural
experiment for the evaluation of the effects of public health insurance on health
behaviours. In the present paper, we look at the impact of the Thai UHC on preventive
activities, risky behaviours and healthcare consumption using data from the 1996, 2001
and 2003 Health and Welfare Survey of Thailand. We use double robust estimators
combining propensity scores and linear regressions to estimate Difference-in-Differences
(DD) and Difference in DD (DDD) models. Results offer important insights. First,
previously uninsured men and women increased their preventive activities (check-ups)
more than any other groups. At the same time, there is no evidence of either an increase
in risky behaviours or a reduction of preventive efforts by the newly insured population.
In other words, we find no evidence of ex ante moral hazard. Regarding healthcare
consumption, we see that hospital admissions increased by 2% and outpatient visits
increased by 13% due to the UHC. Overall, these findings imply positive health impacts
among the Thai population who entered in the UHC.
Date Issued
2013-06-07
Citation
The impact of Universal Health Coverage on healthcare consumption and risky behaviours: evidence from Thailand, 2013
ISSN
1744-6783
Publisher
Imperial College Business School
Journal / Book Title
The impact of Universal Health Coverage on healthcare consumption and risky behaviours: evidence from Thailand
Copyright Statement
Copyright © the authors 2013. All rights reserved
Identifier
http://www3.imperial.ac.uk/business-school/research/publications/discussion_papers/ghislandi%202013-03
Notes
This paper has been produced by the Health Management Group at Imperial College Business School
Place of Publication
London, UK
Publication Status
Published online
Article Number
2013/03