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A step-by-step guide to design, implement, and analyze a discrete choice experiment

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  • Daniel P'erez-Troncoso

Abstract

Discrete Choice Experiments (DCE) have been widely used in health economics, environmental valuation, and other disciplines. However, there is a lack of resources disclosing the whole procedure of carrying out a DCE. This document aims to assist anyone wishing to use the power of DCEs to understand people's behavior by providing a comprehensive guide to the procedure. This guide contains all the code needed to design, implement, and analyze a DCE using only free software.

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  • Daniel P'erez-Troncoso, 2020. "A step-by-step guide to design, implement, and analyze a discrete choice experiment," Papers 2009.11235, arXiv.org.
    • Handle: RePEc:arx:papers:2009.11235
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    1. Hidrue, Michael K. & Parsons, George R. & Kempton, Willett & Gardner, Meryl P., 2011. "Willingness to pay for electric vehicles and their attributes," Resource and Energy Economics, Elsevier, vol. 33(3), pages 686-705, September.
    2. Emily Lancsar & Jordan Louviere, 2008. "Conducting Discrete Choice Experiments to Inform Healthcare Decision Making," PharmacoEconomics, Springer, vol. 26(8), pages 661-677, August.
    3. Hoyos, David, 2010. "The state of the art of environmental valuation with discrete choice experiments," Ecological Economics, Elsevier, vol. 69(8), pages 1595-1603, June.
    4. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, October.
    5. Maria Espinosa‐Goded & Jesús Barreiro‐Hurlé & Eric Ruto, 2010. "What Do Farmers Want From Agri‐Environmental Scheme Design? A Choice Experiment Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 259-273, June.
    6. Torrance, George W., 1986. "Measurement of health state utilities for economic appraisal : A review," Journal of Health Economics, Elsevier, vol. 5(1), pages 1-30, March.
    7. Crabbe, Marjolein & Akinc, Deniz & Vandebroek, Martina, 2014. "Fast algorithms to generate individualized designs for the mixed logit choice model," Transportation Research Part B: Methodological, Elsevier, vol. 60(C), pages 1-15.
    8. Fredrik Carlsson & Peter Martinsson, 2003. "Design techniques for stated preference methods in health economics," Health Economics, John Wiley & Sons, Ltd., vol. 12(4), pages 281-294, April.
    9. Juan Oliva-Moreno & Luz María Peña-Longobardo & Leticia García-Mochón & María del Río Lozano & Isabel Mosquera Metcalfe & María del Mar García-Calvente, 2019. "The economic value of time of informal care and its determinants (The CUIDARSE Study)," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-15, May.
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