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Choice certainty, consistency, and monotonicity in discrete choice experiments

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  • Matteo Mattmann
  • Ivana Logar
  • Roy Brouwer

Abstract

This study investigates choice certainty, choice consistency, and choice monotonicity and their underlying common and idiosyncratic determinants in discrete choice experiments. We test the equality of choice behaviour between respondents who differ with respect to these concepts. Our results suggest that there are significant differences in the choice behaviour between certain and uncertain, as well as consistent and inconsistent, respondents. The hypothesis of equality of choice behaviour between samples with and without a self-reported choice certainty follow-up question cannot be rejected. We identify a variety of idiosyncratic determinants of choice certainty, consistency, and monotonicity, but only the time spent reading informational pages and gender are identified as common drivers. We find that female respondents are less certain about their choices, but display a higher degree of monotonicity and consistency in their choice behaviour.

Suggested Citation

  • Matteo Mattmann & Ivana Logar & Roy Brouwer, 2019. "Choice certainty, consistency, and monotonicity in discrete choice experiments," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 8(2), pages 109-127, April.
    • Handle: RePEc:taf:teepxx:v:8:y:2019:i:2:p:109-127
    DOI: 10.1080/21606544.2018.1515118
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    Citations

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    Cited by:

    1. Webb, Edward J.D. & Hess, Stephane, 2021. "Joint modelling of choice and rating data: Theory and examples," Journal of choice modelling, Elsevier, vol. 40(C).
    2. Meles, Tensay Hadush & Lokina, Razack & Mtenga, Erica Louis & Tibanywana, Julieth Julius, 2023. "Stated preferences with survey consequentiality and outcome uncertainty: A split sample discrete choice experiment," EfD Discussion Paper 23-16, Environment for Development, University of Gothenburg.
    3. Roy Brouwer & Solomon Tarfasa, 2020. "Testing hypothetical bias in a framed field experiment," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(3), pages 343-357, September.
    4. Tensay Hadush Meles & Razack Lokina & Erica Louis Mtenga & Julieth Julius Tibanywana, 2023. "Stated Preferences with Survey Consequentiality and Outcome Uncertainty: A Split Sample Discrete Choice Experiment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(4), pages 717-754, December.
    5. Van Oijstaeijen, Wito & Van Passel, Steven & Back, Phil & Cools, Jan, 2022. "The politics of green infrastructure: A discrete choice experiment with Flemish local decision-makers," Ecological Economics, Elsevier, vol. 199(C).
    6. Dai, Dan & Brouwer, Roy & Lei, Kun, 2021. "Measuring the economic value of urban river restoration," Ecological Economics, Elsevier, vol. 190(C).
    7. Genie, Mesfin G. & Ryan, Mandy & Krucien, Nicolas, 2021. "To pay or not to pay? Cost information processing in the valuation of publicly funded healthcare," Social Science & Medicine, Elsevier, vol. 276(C).
    8. Sriwastava, Ambuj & Reichert, Peter, 2023. "Reducing sample size requirements by extending discrete choice experiments to indifference elicitation," Journal of choice modelling, Elsevier, vol. 48(C).
    9. Jerrod Penn & Wuyang Hu, 2023. "Adjusting and Calibrating Elicited Values Based on Follow-up Certainty Questions: A Meta-analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(4), pages 919-946, April.
    10. Talpur, Musharaf & Brouwer, Roy & Koetse, Mark, 2019. "Opt-Out Forced Choice Effect in Combined Revealed and Stated Preference Discrete Choice Models: A Gender Perspective," MPRA Paper 99631, University Library of Munich, Germany.
    11. Fraser, Iain & Balcombe, Kelvin & Williams, Louis & McSorley, Eugene, 2021. "Preference stability in discrete choice experiments. Some evidence using eye-tracking," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 94(C).
    12. Zabala, José A. & Martínez-Paz, José M. & Alcon, Francisco, 2021. "Integrated valuation of semiarid Mediterranean agroecosystem services and disservices," Ecological Economics, Elsevier, vol. 184(C).

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