TY - JOUR
T1 - Emotions and decision rules in discrete choice experiments for valuing health care programmes for the elderly
AU - Araña, Jorge E.
AU - León, Carmelo J.
AU - Hanemann, Michael W.
N1 - Funding Information:
The authors would like to thank the financial research support by projects BEC2000-0412, VEM2004-08558, and SEJ2005-09276 of the Spanish Ministry of Education, and useful comments by Guido Imbens, Mark Steel, Kenneth Train and Arnold Zellner and participants in the 3rd Workshop “Advancing the Methodology of Discrete Choice Experiments in Health Economics” (Gran Canaria, July 2005). Of course, the usual disclaimer applies.
PY - 2008/5
Y1 - 2008/5
N2 - The evaluation of health care programmes is commonly approached with stated preference methods such as contingent valuation or discrete choice experiments. These methods provide useful information for policy decisions involving health regulations and infrastructures for health care. However, econometric modelling of these data usually relies on a number of maintained assumptions, such as the use of the compensatory or random utility maximization rule. On the other hand, health policy issues can raise emotional concerns among individuals, which might induce other types of choice behaviour. In this paper we consider potential deviations from the general compensatory rule, and how these deviations might be explained by the emotional state of the subject. We utilized a mixture econometric model which allows for various potential decisions rules within the sample, such as the complete ignorance, conjunctive rule and satisfactory rules. The results show that deviations from the full linear compensatory decision rule are predominant, but they are significantly less observed for those subjects with a medium emotional state about the issue of caring for the health state of the elderly. The implication is that the emotional impact of health policy issues should be taken into account when making assumptions of individual choice behaviour in health valuation methods.
AB - The evaluation of health care programmes is commonly approached with stated preference methods such as contingent valuation or discrete choice experiments. These methods provide useful information for policy decisions involving health regulations and infrastructures for health care. However, econometric modelling of these data usually relies on a number of maintained assumptions, such as the use of the compensatory or random utility maximization rule. On the other hand, health policy issues can raise emotional concerns among individuals, which might induce other types of choice behaviour. In this paper we consider potential deviations from the general compensatory rule, and how these deviations might be explained by the emotional state of the subject. We utilized a mixture econometric model which allows for various potential decisions rules within the sample, such as the complete ignorance, conjunctive rule and satisfactory rules. The results show that deviations from the full linear compensatory decision rule are predominant, but they are significantly less observed for those subjects with a medium emotional state about the issue of caring for the health state of the elderly. The implication is that the emotional impact of health policy issues should be taken into account when making assumptions of individual choice behaviour in health valuation methods.
KW - Bayesian mixture modelling
KW - Decision rules
KW - Discrete choice experiments
KW - Emotions
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U2 - 10.1016/j.jhealeco.2007.10.003
DO - 10.1016/j.jhealeco.2007.10.003
M3 - Article
C2 - 18241944
AN - SCOPUS:43549117509
SN - 0167-6296
VL - 27
SP - 753
EP - 769
JO - Journal of Health Economics
JF - Journal of Health Economics
IS - 3
ER -