Choice experiments have been extensively used in many stated preference studies and disciplines. Inorder to give external validity to stated preferences, participants must behave the same in an experi-ment setting as they do in reality. The difference between a decision made in a real experiment and ahypothetical experiment is commonly attributed to “hypothetical bias.” In this paper, we investigatewhether virtual reality can reduce hypothetical bias in choice experiments. We conducted a set ofexperiments using the Food and Drug Administration’s new Nutrition Facts Label for yogurts. Partic-ipants were randomly assigned to non-hypothetical and hypothetical experiments, which differed interms of visual presentations of the product in question: text, picture, and a virtual grocery store. Giventhe absence of real markets for the new label at the time of the research, we approximate the real mar-ket with a binding choice in our non-hypothetical experiments. Our results suggest that although thehypothetical bias with virtual reality is not statistically signicantly different from those using text orpicture, it is the smallest. Among participants who did not exhibit high simulator discomfort, resultssuggest that virtual reality can signicantly reduce hypothetical bias in choice experiments.

On the Use of Virtual Reality in Mitigating Hypothetical Bias in Choice Experiments

Bazzani, Claudia;
2020-01-01

Abstract

Choice experiments have been extensively used in many stated preference studies and disciplines. Inorder to give external validity to stated preferences, participants must behave the same in an experi-ment setting as they do in reality. The difference between a decision made in a real experiment and ahypothetical experiment is commonly attributed to “hypothetical bias.” In this paper, we investigatewhether virtual reality can reduce hypothetical bias in choice experiments. We conducted a set ofexperiments using the Food and Drug Administration’s new Nutrition Facts Label for yogurts. Partic-ipants were randomly assigned to non-hypothetical and hypothetical experiments, which differed interms of visual presentations of the product in question: text, picture, and a virtual grocery store. Giventhe absence of real markets for the new label at the time of the research, we approximate the real mar-ket with a binding choice in our non-hypothetical experiments. Our results suggest that although thehypothetical bias with virtual reality is not statistically signicantly different from those using text orpicture, it is the smallest. Among participants who did not exhibit high simulator discomfort, resultssuggest that virtual reality can signicantly reduce hypothetical bias in choice experiments.
2020
Choice experiment, hypothetical bias, virtual reality
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11562/1034134
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