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Examining ordering effects and strategic behaviour in a discrete choice experiment

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  • Nguyen, Thanh Cong
  • Le, Hoa Thu
  • Nguyen, Hang Dieu
  • Ngo, Mai Thanh
  • Nguyen, Hong Quang
Abstract
This study explores ordering effects in close association with strategic behaviour in a discrete choice experiment surveying preference for improvements in cyclone warning services. To examine strategic behaviour, we assign respondents to assumed non-strategic and strategic groups using their answers to two questions on their beliefs about the consequentiality of the survey and the payment obligation. The data from each group are analysed non-parametrically and parametrically to investigate ordering effects in their preferences. Comparison of results between the two groups suggests that preferences of possibly strategic respondents are relatively unstable over a sequence of six choice tasks. It appears that these respondents could have behaved strategically from the fourth task onwards, diverting their responses from the choices of the non-strategic respondents. This finding may indicate that strategic behaviour is a possible cause of position-dependent ordering effects in the repeated question format.

Suggested Citation

  • Nguyen, Thanh Cong & Le, Hoa Thu & Nguyen, Hang Dieu & Ngo, Mai Thanh & Nguyen, Hong Quang, 2021. "Examining ordering effects and strategic behaviour in a discrete choice experiment," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 394-413.
  • Handle: RePEc:eee:ecanpo:v:70:y:2021:i:c:p:394-413
    DOI: 10.1016/j.eap.2021.03.005
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    1. Milon, J. Walter, 1989. "Contingent valuation experiments for strategic behavior," Journal of Environmental Economics and Management, Elsevier, vol. 17(3), pages 293-308, November.
    2. Lunander, Anders, 1998. "Inducing Incentives to Understate and to Overstate Willingness to Pay within the Open-Ended and the Dichotomous-Choice Elicitation Formats: An Experimental Study," Journal of Environmental Economics and Management, Elsevier, vol. 35(1), pages 88-102, January.
    3. Ladenburg, Jacob & Olsen, Søren Bøye, 2008. "Gender-specific starting point bias in choice experiments: Evidence from an empirical study," Journal of Environmental Economics and Management, Elsevier, vol. 56(3), pages 275-285, November.
    4. Day, Brett & Pinto Prades, Jose-Luis, 2010. "Ordering anomalies in choice experiments," Journal of Environmental Economics and Management, Elsevier, vol. 59(3), pages 271-285, May.
    5. F Alpizar & F Carlsson & P Martinsson, 2003. "Using Choice Experiments for Non-Market Valuation," Economic Issues Journal Articles, Economic Issues, vol. 8(1), pages 83-110, March.
    6. Jeff Bennett (ed.), 2011. "The International Handbook on Non-Market Environmental Valuation," Books, Edward Elgar Publishing, number 13490.
    7. McNair, Ben J. & Bennett, Jeff & Hensher, David A., 2011. "A comparison of responses to single and repeated discrete choice questions," Resource and Energy Economics, Elsevier, vol. 33(3), pages 554-571, September.
    8. Posavac, Steven S., 1998. "Strategic overbidding in contingent valuation: Stated economic value of public goods varies according to consumers expectations of funding source," Journal of Economic Psychology, Elsevier, vol. 19(2), pages 205-214, April.
    9. Jacinto Braga & Chris Starmer, 2005. "Preference Anomalies, Preference Elicitation and the Discovered Preference Hypothesis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 32(1), pages 55-89, September.
    10. Andrea Isoni, 2011. "The willingness-to-accept/willingness-to-pay disparity in repeated markets: loss aversion or ‘bad-deal’ aversion?," Theory and Decision, Springer, vol. 71(3), pages 409-430, September.
    11. Herriges, Joseph & Kling, Catherine & Liu, Chih-Chen & Tobias, Justin, 2010. "What are the consequences of consequentiality?," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 67-81, January.
    12. Ying (Jessica) Cao & John Cranfield & Tina Widowski, 2018. "Position-Dependent order effects on the prediction of consumer preferences in repeated choice experiments," Applied Economics, Taylor & Francis Journals, vol. 50(3), pages 287-302, January.
    13. Lazo, Jeffrey K. & Waldman, Donald M., 2011. "Valuing improved hurricane forecasts," Economics Letters, Elsevier, vol. 111(1), pages 43-46, April.
    14. Mark Morrison & Jeff Bennett & Russell Blamey & Jordan Louviere, 2002. "Choice Modeling and Tests of Benefit Transfer," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(1), pages 161-170.
    15. Nguyen, Thanh Cong & Robinson, Jackie & Kaneko, Shinji & Komatsu, Satoru, 2013. "Estimating the value of economic benefits associated with adaptation to climate change in a developing country: A case study of improvements in tropical cyclone warning services," Ecological Economics, Elsevier, vol. 86(C), pages 117-128.
    16. Richard Carson & Theodore Groves, 2007. "Incentive and informational properties of preference questions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(1), pages 181-210, May.
    17. Throsby, C. D. & Withers, Glenn A., 1986. "Strategic bias and demand for public goods : Theory and an application to the arts," Journal of Public Economics, Elsevier, vol. 31(3), pages 307-327, December.
    18. Thomas P. Holmes & Kevin J. Boyle, 2005. "Dynamic Learning and Context-Dependence in Sequential, Attribute-Based, Stated-Preference Valuation Questions," Land Economics, University of Wisconsin Press, vol. 81(1).
    19. Daniel S. Putler, 1992. "Incorporating Reference Price Effects into a Theory of Consumer Choice," Marketing Science, INFORMS, vol. 11(3), pages 287-309.
    20. Gabriela Scheufele & Jeff Bennett, 2012. "Response Strategies and Learning in Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 52(3), pages 435-453, July.
    21. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, October.
    22. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    23. Wiktor Adamowicz & Peter Boxall & Michael Williams & Jordan Louviere, 1998. "Stated Preference Approaches for Measuring Passive Use Values: Choice Experiments and Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 64-75.
    24. Adamowicz, Wiktor & Dupont, Diane & Krupnick, Alan & Zhang, Jing, 2011. "Valuation of cancer and microbial disease risk reductions in municipal drinking water: An analysis of risk context using multiple valuation methods," Journal of Environmental Economics and Management, Elsevier, vol. 61(2), pages 213-226, March.
    25. Collins, Jill P. & Vossler, Christian A., 2009. "Incentive compatibility tests of choice experiment value elicitation questions," Journal of Environmental Economics and Management, Elsevier, vol. 58(2), pages 226-235, September.
    26. Robert J. Johnston & Kevin J. Boyle & Wiktor (Vic) Adamowicz & Jeff Bennett & Roy Brouwer & Trudy Ann Cameron & W. Michael Hanemann & Nick Hanley & Mandy Ryan & Riccardo Scarpa & Roger Tourangeau & Ch, 2017. "Contemporary Guidance for Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 319-405.
    27. 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.
    28. Day, Brett & Bateman, Ian J. & Carson, Richard T. & Dupont, Diane & Louviere, Jordan J. & Morimoto, Sanae & Scarpa, Riccardo & Wang, Paul, 2012. "Ordering effects and choice set awareness in repeat-response stated preference studies," Journal of Environmental Economics and Management, Elsevier, vol. 63(1), pages 73-91.
    29. Boxall, Peter C. & Adamowicz, Wiktor L. & Swait, Joffre & Williams, Michael & Louviere, Jordan, 1996. "A comparison of stated preference methods for environmental valuation," Ecological Economics, Elsevier, vol. 18(3), pages 243-253, September.
    30. Brookshire, David S. & Ives, Berry C. & Schulze, William D., 1976. "The valuation of aesthetic preferences," Journal of Environmental Economics and Management, Elsevier, vol. 3(4), pages 325-346, December.
    31. Vossler, Christian A. & Evans, Mary F., 2009. "Bridging the gap between the field and the lab: Environmental goods, policy maker input, and consequentiality," Journal of Environmental Economics and Management, Elsevier, vol. 58(3), pages 338-345, November.
    32. Shelley Farrar & Mandy Ryan, 1999. "Response‐ordering effects: a methodological issue in conjoint analysis," Health Economics, John Wiley & Sons, Ltd., vol. 8(1), pages 75-79, February.
    33. Trine Kjær & Mickael Bech & Dorte Gyrd‐Hansen & Kristian Hart‐Hansen, 2006. "Ordering effect and price sensitivity in discrete choice experiments: need we worry?," Health Economics, John Wiley & Sons, Ltd., vol. 15(11), pages 1217-1228, November.
    34. Jayson Lusk & Leatta McLaughlin & Sara Jaeger, 2007. "Strategy and response to purchase intention questions," Marketing Letters, Springer, vol. 18(1), pages 31-44, June.
    35. Gregory L. Poe & Kelly L. Giraud & John B. Loomis, 2005. "Computational Methods for Measuring the Difference of Empirical Distributions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 353-365.
    36. Boxall, P.C. & Adamowicz, W.L. & Olar, M. & West, G.E. & Cantin, G., 2012. "Analysis of the economic benefits associated with the recovery of threatened marine mammal species in the Canadian St. Lawrence Estuary," Marine Policy, Elsevier, vol. 36(1), pages 189-197, January.
    37. Jeff Bennett & Russell Blamey (ed.), 2001. "The Choice Modelling Approach to Environmental Valuation," Books, Edward Elgar Publishing, number 2028.
    38. Blamey, R. K. & Bennett, J. W. & Louviere, J. J. & Morrison, M. D. & Rolfe, J., 2000. "A test of policy labels in environmental choice modelling studies," Ecological Economics, Elsevier, vol. 32(2), pages 269-286, February.
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