How do respondents process stated choice experiments? Attribute consideration under varying information load
AbstractThe popularity of stated choice (SC) experiments has produced many design strategies in which researchers use increasingly more 'complex' choice settings to study choice behaviour. When the amount of information to assess increases, we wonder how an individual handles such information in making a choice. Defining the amount of information as the number of attributes associated with each choice set, we investigate how this information is processed as we vary its 'complexity'. Four ordered heterogeneous logit models are developed, each for an SC design based on a fixed number of attributes, in which the dependent variable defines the number of attributes that are ignored. We find that the degree to which individuals ignore attributes is influenced by the dimensionality of the SC experiment, the deviation of attribute levels from an experienced reference alternative, the use of 'adding up' attributes where feasible, the number of choice sets evaluated, and the personal income of the respondent. The empirical evidence supports the view that individuals appear to adopt a range of 'coping' strategies that are consistent with how they process information in real markets, and that aligning 'choice complexity' with the amount of information to process is potentially misleading. Relevancy is what matters. Copyright © 2006 John Wiley & Sons, Ltd.
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Bibliographic InfoArticle provided by John Wiley & Sons, Ltd. in its journal Journal of Applied Econometrics.
Volume (Year): 21 (2006)
Issue (Month): 6 ()
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- Kahneman, Daniel & Tversky, Amos, 1979.
"Prospect Theory: An Analysis of Decision under Risk,"
Econometric Society, vol. 47(2), pages 263-91, March.
- Amos Tversky & Daniel Kahneman, 1979. "Prospect Theory: An Analysis of Decision under Risk," Levine's Working Paper Archive 7656, David K. Levine.
- Hensher,David A. & Rose,John M. & Greene,William H., 2005.
"Applied Choice Analysis,"
Cambridge University Press, number 9780521844260, December.
- Caussade, Sebastián & Ortúzar, Juan de Dios & Rizzi, Luis I. & Hensher, David A., 2005. "Assessing the influence of design dimensions on stated choice experiment estimates," Transportation Research Part B: Methodological, Elsevier, vol. 39(7), pages 621-640, August.
- Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
- 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.
- Starmer, Chris & Sugden, Robert, 1993. " Testing for Juxtaposition and Event-Splitting Effects," Journal of Risk and Uncertainty, Springer, vol. 6(3), pages 235-54, June.
- Zhu, Wei & Timmermans, Harry, 2010. "Modeling simplifying information processing strategies in conjoint experiments," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 764-780, July.
- Rose, John M. & Bliemer, Michiel C.J. & Hensher, David A. & Collins, Andrew T., 2008. "Designing efficient stated choice experiments in the presence of reference alternatives," Transportation Research Part B: Methodological, Elsevier, vol. 42(4), pages 395-406, May.
- Hess, Stephane & Hensher, David A., 2010. "Using conditioning on observed choices to retrieve individual-specific attribute processing strategies," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 781-790, July.
- Kaye-Blake, William Henry & Abell, Walt L. & Zellman, Eva, 2009.
"Respondents’ ignoring of attribute information in a choice modelling survey,"
Australian Journal of Agricultural and Resource Economics,
Australian Agricultural and Resource Economics Society, vol. 53(4), December.
- William Henry Kaye-Blake & Walt L. Abell & Eva Zellman, 2009. "Respondents' ignoring of attribute information in a choice modelling survey," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 53(4), pages 547-564, October.
- Train, Kenneth & Wilson, Wesley W., 2008. "Estimation on stated-preference experiments constructed from revealed-preference choices," Transportation Research Part B: Methodological, Elsevier, vol. 42(3), pages 191-203, March.
- Abrantes, Pedro A.L. & Wardman, Mark R., 2011. "Meta-analysis of UK values of travel time: An update," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(1), pages 1-17, January.
- Hole, Arne Risa, 2011.
"A discrete choice model with endogenous attribute attendance,"
Elsevier, vol. 110(3), pages 203-205, March.
- Arne Risa Hole, 2010. "A discrete choice model with endogenous attribute attendance," Working Papers 2010006, The University of Sheffield, Department of Economics, revised Feb 2010.
- Elizabeth Kinter & Thomas Prior & Christopher Carswell & John Bridges, 2012. "A Comparison of Two Experimental Design Approaches in Applying Conjoint Analysis in Patient-Centered Outcomes Research," The Patient: Patient-Centered Outcomes Research, Springer, vol. 5(4), pages 279-294, December.
- Andrew Collins & John Rose & Stephane Hess, 2012. "Interactive stated choice surveys: a study of air travel behaviour," Transportation, Springer, vol. 39(1), pages 55-79, January.
- William H. Greene & David A. Hensher, 2008. "Modeling Ordered Choices: A Primer and Recent Developments," Working Papers 08-26, New York University, Leonard N. Stern School of Business, Department of Economics.
- Achtnicht, Martin, 2009.
"German car buyers' willingness to pay to reduce CO2 emissions,"
ZEW Discussion Papers
09-058, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Achtnicht, Martin, 2012. "German car buyers' willingness to pay to reduce CO2 emissions," ZEW Discussion Papers 09-058 [rev.], ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Jeremiah Hurley & Emmanouil Mentzakis, 2011.
"Existence and Magnitude of Health-related Externalities: Evidence from a Choice Experiment,"
Department of Economics Working Papers
2011-01, McMaster University.
- Jeremiah Hurley & Emmanouil Mentzakis, 2011. "Existence and Magnitude of Health-related Externalities: Evidence from a Choice Experiment," Centre for Health Economics and Policy Analysis Working Paper Series 2011-01, Centre for Health Economics and Policy Analysis (CHEPA), McMaster University, Hamilton, Canada.
- 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.
- Martin Achtnicht, 2012. "German car buyers’ willingness to pay to reduce CO 2 emissions," Climatic Change, Springer, vol. 113(3), pages 679-697, August.
- Moser, Riccarda & Raffaelli, Roberta & Notaro, Sandra, 2010. "The Role Of Production Methods In Fruit Purchasing Behaviour: Hypothetical Vs Actual Consumers’ Preferences And Stated Minimum Requirements," 115th Joint EAAE/AAEA Seminar, September 15-17, 2010, Freising-Weihenstephan, Germany 116426, European Association of Agricultural Economists.
- Hensher, David A., 2008. "Influence of vehicle occupancy on the valuation of car driver's travel time savings: Identifying important behavioural segments," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(1), pages 67-76, January.
- Mikołaj Czajkowski & Marek Giergiczny & William H. Greene, 2012. "Learning and Fatigue Effects Revisited. The Impact of Accounting for Unobservable Preference and Scale Heterogeneity on Perceived Ordering Effects in Multiple Choice Task Discrete Choice Experiments," Working Papers 2012-08, Faculty of Economic Sciences, University of Warsaw.
- Hurley, Jeremiah & Mentzakis, Emmanouil, 2013. "Health-related externalities: Evidence from a choice experiment," Journal of Health Economics, Elsevier, vol. 32(4), pages 671-681.
- Marit Kragt & Jeffrey Bennett, 2012. "Attribute Framing in Choice Experiments: How Do Attribute Level Descriptions Affect Value Estimates?," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 51(1), pages 43-59, January.
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