Crastes dit Sourd, R, Zawojska, E, Mahieu, P-A et al. (1 more author) (2018) Mitigating strategic misrepresentation of values in open-ended stated preference surveys by using negative reinforcement. Journal of Choice Modelling, 28. C. pp. 153-166. ISSN 1755-5345
Abstract
Open-ended questions are used in stated preference surveys to elicit values that individuals assign to goods and services. In some settings, the open-ended format can incite respondents to strategically misrepresent these values and, hence, it may lead to biased welfare measures. Literature has developed several methods, such as an oath or a cheap talk, to encourage truthful disclosure of preferences. These methods rely primarily on positive reinforcement by invoking positive associations of trust, honour and honesty, among others. In this paper, we propose a new approach that seeks to mitigate strategic misrepresentation of preferences by means of negative reinforcement, which arouses negative associations of, for example, mistrust and insincerity. The proposed negative reinforcement approach involves punishment for dishonesty in the form of unfavourable recoding of stated values if those are suspected of being untruthful. The approach is examined in a field survey concerning valuation of an entertainment event in the Plant Garden in Nantes, France. The survey makes value overstatement potentially attractive to respondents. We find that respondents who are aware of subsequent unfavourable recoding of insincere (i.e., overstated) values to zeros state significantly lower willingness-to-pay values than respondents who are not faced with the possible recoding of their answers. The effectiveness of the proposed negative reinforcement approach in reducing value overstatement is assessed against an existing positive reinforcement approach, namely against using the oath. Both approaches are observed to generate statistically equivalent value estimates, pointing to their similar effectiveness in mitigating incentives to overstate values.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Keywords: | Stated preferences; Open-ended value elicitation; Strategic overstatement; Negative reinforcement; Recoding of insincere responses |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Environment (Leeds) > Institute for Transport Studies (Leeds) |
Funding Information: | Funder Grant number EU - European Union 615596 |
Depositing User: | Symplectic Publications |
Date Deposited: | 30 Aug 2018 11:20 |
Last Modified: | 30 Aug 2018 11:20 |
Status: | Published |
Publisher: | Elsevier |
Identification Number: | 10.1016/j.jocm.2018.06.001 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:134993 |