A General Treatment of Non-Response Data From Choice Experiments Using Logit Models
AbstractA new approach is developed for the treatment of 'Don't Know' (DK) responses, within Choice Experiments. A DK option is motivated by the need to allow respondents the opportunity to express uncertainty. Our model explains a DK using an entropy measure of the similarity between options given to respondents within the Choice Experiment. We illustrate our model by applying it to a Choice Experiment examining consumer preferences for nutrient contents in food. We find that similarity between options in a given choice set does explain the tendency for respondents to report DK.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by Department of Economics, University of Kent in its series Studies in Economics with number 0916.
Date of creation: Oct 2009
Date of revision:
Contact details of provider:
Postal: Department of Economics, University of Kent at Canterbury, Canterbury, Kent, CT2 7NP
Phone: +44 (0)1227 764000
Fax: +44 (0)1227 827850
Web page: http://www.ukc.ac.uk/economics/
Find related papers by JEL classification:
- C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
- Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy
This paper has been announced in the following NEP Reports:
- NEP-ALL-2009-10-24 (All new papers)
- NEP-DCM-2009-10-24 (Discrete Choice Models)
- NEP-ECM-2009-10-24 (Econometrics)
- NEP-EXP-2009-10-24 (Experimental Economics)
- NEP-UPT-2009-10-24 (Utility Models & Prospect Theory)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Train, K. & Weeks, M., 2004. "Discrete Choice Models in Preference Space and Willingness-to Pay Space," Cambridge Working Papers in Economics 0443, Faculty of Economics, University of Cambridge.
- Welsh, Michael P. & Poe, Gregory L., 1998. "Elicitation Effects in Contingent Valuation: Comparisons to a Multiple Bounded Discrete Choice Approach," Journal of Environmental Economics and Management, Elsevier, vol. 36(2), pages 170-185, September.
- Eli P. Fenichel & Frank Lupi & John P. Hoehn & Michael D. Kaplowitz, 2009. "Split-Sample Tests of "No Opinion" Responses in an Attribute-Based Choice Model," Land Economics, University of Wisconsin Press, vol. 85(2), pages 348-362.
- repec:ags:ajaeap:36698 is not listed on IDEAS
- Maria L. Loureiro & Azucena Gracia & Rodolfo M. Nayga, 2006. "Do consumers value nutritional labels?," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 33(2), pages 249-268, June.
- John M. Rose & Riccardo Scarpa, 2007.
"Designs Efficiency for Non-market Valuation with Choice Modelling: How to Measure It, What to Report and Why,"
Working Papers in Economics
07/21, University of Waikato, Department of Economics.
- Scarpa, Riccardo & Rose, John M., 2008. "Design efficiency for non-market valuation with choice modelling: how to measure it, what to report and why," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(3), September.
- Riccardo Scarpa & John M. Rose, 2008. "Design efficiency for non-market valuation with choice modelling: how to measure it, what to report and why ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(3), pages 253-282, 09.
- Scarpa, R. & Thiene, M. & Train, K., 2008. "Appendix to Utility in WTP space: a tool to address confounding random scale effects in destination choice to the Alps," American Journal of Agricultural Economics Appendices, Agricultural and Applied Economics Association, vol. 90(4), November.
- Mary F. Evans & Nicholas E. Flores & Kevin J. Boyle, 2003. "Multiple-Bounded Uncertainty Choice Data as Probabilistic Intentions," Land Economics, University of Wisconsin Press, vol. 79(4), pages 549-560.
- Golan, Amos & Judge, George G. & Miller, Douglas, 1996. "Maximum Entropy Econometrics," Staff General Research Papers 1488, Iowa State University, Department of Economics.
- Riccardo Scarpa & Mara Thiene & Kenneth Train, 2008. "Utility in Willingness to Pay Space: A Tool to Address Confounding Random Scale Effects in Destination Choice to the Alps," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 994-1010.
- Loureiro, Maria L. & Umberger, Wendy J., 2007. "A choice experiment model for beef: What US consumer responses tell us about relative preferences for food safety, country-of-origin labeling and traceability," Food Policy, Elsevier, vol. 32(4), pages 496-514, August.
- DeShazo, J. R. & Fermo, German, 2002. "Designing Choice Sets for Stated Preference Methods: The Effects of Complexity on Choice Consistency," Journal of Environmental Economics and Management, Elsevier, vol. 44(1), pages 123-143, July.
- Berning Joshua P & Chouinard Hayley H & McCluskey Jill J, 2008. "Consumer Preferences for Detailed versus Summary Formats of Nutrition Information on Grocery Store Shelf Labels," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 6(1), pages 1-22, August.
- Balcombe, Kelvin & Chalak, Ali & Fraser, Iain, 2009. "Model selection for the mixed logit with Bayesian estimation," Journal of Environmental Economics and Management, Elsevier, vol. 57(2), pages 226-237, March.
- Zhifeng Gao & Ted C. Schroeder, 2007. "Effects of Label Information on Consumer Willingness-to-Pay for Food Attributes," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(3), pages 795-809.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Emma Robinson).
If references are entirely missing, you can add them using this form.