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Will the alphabet soup of design criteria affect discrete choice experiment results?

Author

Listed:
  • Søren Bøye Olsen
  • Jürgen Meyerhoff
Abstract
Every discrete choice experiment needs one, but the impacts of a statistical design on the results are still not well understood. Comparative studies have found that efficient designs outperform especially orthogonal designs. What has been little studied is whether efficient designs come at a cost. Thus, we compare four designs with respect to their effect on outcomes, especially willingness to pay (WTP) estimates and predicted market shares. Regarding statistical efficiency all designs perform rather well but the WTP estimates differ significantly on several occasions. This indicates that results are not neutral to the design, even when a high number of observations are available.

Suggested Citation

  • Søren Bøye Olsen & Jürgen Meyerhoff, 2017. "Will the alphabet soup of design criteria affect discrete choice experiment results?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 44(2), pages 309-336.
    • Handle: RePEc:oup:erevae:v:44:y:2017:i:2:p:309-336.
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    File URL: http://hdl.handle.net/10.1093/erae/jbw014
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    Citations

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    Cited by:

    1. Mariel, Petr & Meyerhoff, Jürgen, 2018. "A More Flexible Model or Simply More Effort? On the Use of Correlated Random Parameters in Applied Choice Studies," Ecological Economics, Elsevier, vol. 154(C), pages 419-429.
    2. Giovanna Piracci & Emilia Lamonaca & Fabio Gaetano Santeramo & Fabio Boncinelli & Leonardo Casini, 2024. "On the willingness to pay for food sustainability labelling: A meta‐analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 55(2), pages 329-345, March.
    3. Agúndez, Dolores & Lawali, Sitou & Mahamane, Ali & Alía, Ricardo & Soliño, Mario, 2022. "Development of agroforestry food resources in Niger: Are farmers’ preferences context specific?," World Development, Elsevier, vol. 157(C).
    4. Jasper Grashuis & Alexandre Magnier, 2018. "Product differentiation by marketing and processing cooperatives: A choice experiment with cheese and cereal products," Agribusiness, John Wiley & Sons, Ltd., vol. 34(4), pages 813-830, October.
    5. Thiermann, Insa & Breustedt, Gunnar & Latacz-Lohmann, Uwe, 2021. "Verringerung von Ammoniakemissionen durch Gülleansäuerung auf dem Feld: Teilnahmebereitschaft von Landwirten an Förderprogrammen," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 70(03), January.

    More about this item

    Keywords

    discrete choice experiment; efficient experimental design; ground beef attributes; willingness to pay;
    All these keywords.

    JEL classification:

    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q21 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Demand and Supply; Prices
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis

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