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Incentive and informational properties of preference questions

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  • Richard Carson
  • Theodore Groves

Abstract

Surveys are frequently used by businesses and governments to elicit information about the public’s preferences. They have become the most common way to gather preference information regarding goods, that are not (or are not yet) bought or sold in markets. In this paper we apply the standard neoclassical economic framework to generate predictions about how rational agents would answer such survey questions, which in turn implies how such survey data should be interpreted. In some situations, the standard economic model would be expected to have no predictive power. For situations where it does have predictive power, we compare different survey formats with respect to: (a) the information that the question itself reveals to the respondent, (b) the strategic incentives the respondent faces in answering the question, and (c) the information revealed by the respondent’s answer. Copyright Springer Science+Business Media, Inc. 2007

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  • 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.
  • Handle: RePEc:kap:enreec:v:37:y:2007:i:1:p:181-210
    DOI: 10.1007/s10640-007-9124-5
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    1. Green, Donald & Jacowitz, Karen E. & Kahneman, Daniel & McFadden, Daniel, 1998. "Referendum contingent valuation, anchoring, and willingness to pay for public goods," Resource and Energy Economics, Elsevier, vol. 20(2), pages 85-116, June.
    2. R.J. Aumann & S. Hart (ed.), 2002. "Handbook of Game Theory with Economic Applications," Handbook of Game Theory with Economic Applications, Elsevier, edition 1, volume 3, number 3.
    3. Carlsson, Fredrik & Martinsson, Peter, 2001. "Do Hypothetical and Actual Marginal Willingness to Pay Differ in Choice Experiments?: Application to the Valuation of the Environment," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 179-192, March.
    4. Burton, Anthony C. & Carson, Katherine S. & Chilton, Susan M. & Hutchinson, W. George, 2003. "An experimental investigation of explanations for inconsistencies in responses to second offers in double referenda," Journal of Environmental Economics and Management, Elsevier, vol. 46(3), pages 472-489, November.
    5. James Murphy & P. Allen & Thomas Stevens & Darryl Weatherhead, 2005. "A Meta-analysis of Hypothetical Bias in Stated Preference Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 30(3), pages 313-325, March.
    6. Vossler, Christian A. & Kerkvliet, Joe & Polasky, Stephen & Gainutdinova, Olesya, 2003. "Externally validating contingent valuation: an open-space survey and referendum in Corvallis, Oregon," Journal of Economic Behavior & Organization, Elsevier, vol. 51(2), pages 261-277, June.
    7. Alberini Anna, 1995. "Efficiency vs Bias of Willingness-to-Pay Estimates: Bivariate and Interval-Data Models," Journal of Environmental Economics and Management, Elsevier, vol. 29(2), pages 169-180, September.
    8. George L. Peterson & Thomas C. Brown, 1998. "Economic Valuation by the Method of Paired Comparison, with Emphasis on Evaluation of the Transitivity Axiom," Land Economics, University of Wisconsin Press, vol. 74(2), pages 240-261.
    9. Magat, Wesley A. & Kip Viscusi, W. & Huber, Joel, 1988. "Paired comparison and contingent valuation approaches to morbidity risk valuation," Journal of Environmental Economics and Management, Elsevier, vol. 15(4), pages 395-411, December.
    10. Helen R. Neill & Ronald G. Cummings & Philip T. Ganderton & Glenn W. Harrison & Thomas McGuckin, 1994. "Hypothetical Surveys and Real Economic Commitments," Land Economics, University of Wisconsin Press, vol. 70(2), pages 145-154.
    11. Christian Vossler & Michael McKee, 2006. "Induced-Value Tests of Contingent Valuation Elicitation Mechanisms," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 35(2), pages 137-168, October.
    12. McFadden, Daniel, 1980. "Econometric Models for Probabilistic Choice among Products," The Journal of Business, University of Chicago Press, vol. 53(3), pages 13-29, July.
    13. Taylor, Laura O. & McKee, Michael & Laury, Susan K. & Cummings, Ronald G., 2001. "Induced-value tests of the referendum voting mechanism," Economics Letters, Elsevier, vol. 71(1), pages 61-65, April.
    14. Jinhua Zhao & Catherine L. Kling, 2004. "Willingness to Pay, Compensating Variation, and the Cost of Commitment," Economic Inquiry, Western Economic Association International, vol. 42(3), pages 503-517, July.
    15. Zhao, Jinhua & Kling, Catherine L., 2001. "A new explanation for the WTP/WTA disparity," Economics Letters, Elsevier, vol. 73(3), pages 293-300, December.
    16. Thomas Romer & Howard Rosenthal, 1978. "Political resource allocation, controlled agendas, and the status quo," Public Choice, Springer, vol. 33(4), pages 27-43, December.
    17. Ronald G. Cummings & Laura Osborne Taylor, 1998. "Does Realism Matter in Contingent Valuation Surveys?," Land Economics, University of Wisconsin Press, vol. 74(2), pages 203-215.
    18. Rowe, Robert D. & Schulze, William D. & Breffle, William S., 1996. "A Test for Payment Card Biases," Journal of Environmental Economics and Management, Elsevier, vol. 31(2), pages 178-185, September.
    19. Cummings, Ronald G & Harrison, Glenn W & Rutstrom, E Elisabet, 1995. "Homegrown Values and Hypothetical Surveys: Is the Dichotomous Choice Approach Incentive-Compatible?," American Economic Review, American Economic Association, vol. 85(1), pages 260-266, March.
    20. Bulte, Erwin & Gerking, Shelby & List, John A. & de Zeeuw, Aart, 2005. "The effect of varying the causes of environmental problems on stated WTP values: evidence from a field study," Journal of Environmental Economics and Management, Elsevier, vol. 49(2), pages 330-342, March.
    21. Patricia A. Champ & Richard C. Bishop, 2006. "Is Willingness to Pay for a Public Good Sensitive to the Elicitation Format?," Land Economics, University of Wisconsin Press, vol. 82(2), pages 162-173.
    22. Matthew Rabin, 1998. "Psychology and Economics," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 11-46, March.
    23. Adamowicz W. & Louviere J. & Williams M., 1994. "Combining Revealed and Stated Preference Methods for Valuing Environmental Amenities," Journal of Environmental Economics and Management, Elsevier, vol. 26(3), pages 271-292, May.
    24. Jayson L. Lusk & Ted C. Schroeder, 2004. "Are Choice Experiments Incentive Compatible? A Test with Quality Differentiated Beef Steaks," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 467-482.
    25. Vivien Foster & Ian J. Bateman & David Harley, 1997. "Real And Hypothetical Willingness To Pay For Environmental Preservation: A Non‐Experimental Comparison," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1‐3), pages 123-137, January.
    26. Hoehn, John P. & Randall, Alan, 1987. "A satisfactory benefit cost indicator from contingent valuation," Journal of Environmental Economics and Management, Elsevier, vol. 14(3), pages 226-247, September.
    27. 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.
    28. Timothy C. Haab & Kenneth E. McConnell, 2002. "Valuing Environmental and Natural Resources," Books, Edward Elgar Publishing, number 2427.
    29. Kevin J. Boyle & F. Reed Johnson & Daniel W. McCollum & William H. Desvousges & Richard W. Dunford & Sara P. Hudson, 1996. "Valuing Public Goods: Discrete versus Continuous Contingent-Valuation Responses," Land Economics, University of Wisconsin Press, vol. 72(3), pages 381-396.
    30. W. Michael Hanemann, 1984. "Welfare Evaluations in Contingent Valuation Experiments with Discrete Responses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 332-341.
    31. McFadden, Daniel, 1999. "Rationality for Economists?," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 73-105, December.
    32. 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.
    33. Richard T. Carson & Nicholas E. Flores & Kerry M. Martin & Jennifer L. Wright, 1996. "Contingent Valuation and Revealed Preference Methodologies: Comparing the Estimates for Quasi-Public Goods," Land Economics, University of Wisconsin Press, vol. 72(1), pages 80-99.
    34. 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.
    35. 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.
    36. Daniel McFadden, 1994. "Contingent Valuation and Social Choice," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(4), pages 689-708.
    37. Johnson, F. Reed & Desvousges, William H., 1997. "Estimating Stated Preferences with Rated-Pair Data: Environmental, Health, and Employment Effects of Energy Programs," Journal of Environmental Economics and Management, Elsevier, vol. 34(1), pages 79-99, September.
    38. Grether, David M & Plott, Charles R, 1979. "Economic Theory of Choice and the Preference Reversal Phenomenon," American Economic Review, American Economic Association, vol. 69(4), pages 623-638, September.
    39. Champ, Patricia A. & Bishop, Richard C. & Brown, Thomas C. & McCollum, Daniel W., 1997. "Using Donation Mechanisms to Value Nonuse Benefits from Public Goods," Journal of Environmental Economics and Management, Elsevier, vol. 33(2), pages 151-162, June.
    40. Karni, Edi & Safra, Zvi, 1987. ""Preference Reversal' and the Observability of Preferences by Experimental Methods," Econometrica, Econometric Society, vol. 55(3), pages 675-685, May.
    41. Kevin J. Boyle & Richard C. Bishop & Michael P. Welsh, 1985. "Starting Point Bias in Contingent Valuation Bidding Games," Land Economics, University of Wisconsin Press, vol. 62(2), pages 188-194.
    42. Michael Hanemann & John Loomis & Barbara Kanninen, 1991. "Statistical Efficiency of Double-Bounded Dichotomous Choice Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(4), pages 1255-1263.
    43. Bateman, Ian J, et al, 1997. "Does Part-Whole Bias Exist? An Experimental Investigation," Economic Journal, Royal Economic Society, vol. 107(441), pages 322-332, March.
    44. 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.
    45. Hanemann, W Michael, 1991. "Willingness to Pay and Willingness to Accept: How Much Can They Differ?," American Economic Review, American Economic Association, vol. 81(3), pages 635-647, June.
    46. Langford, Ian H. & Bateman, Ian J., 1996. "Elicitation and truncation effects in contingent valuation studies," Ecological Economics, Elsevier, vol. 19(3), pages 265-267, December.
    47. David Aadland & Arthur J. Caplan, 2003. "Cheap Talk Revisited: New Evidence from CVM," Others 0301001, University Library of Munich, Germany.
    48. Ian J. Bateman & Richard T. Carson & Brett Day & Michael Hanemann & Nick Hanley & Tannis Hett & Michael Jones-Lee & Graham Loomes, 2002. "Economic Valuation with Stated Preference Techniques," Books, Edward Elgar Publishing, number 2639.
    49. Timothy C. Haab & Ju-Chin Huang & John C. Whitehead, 1999. "Are Hypothetical Referenda Incentive Compatible? A Comment," Journal of Political Economy, University of Chicago Press, vol. 107(1), pages 186-196, February.
    50. Hanemann, W Michael, 1984. "Discrete-Continuous Models of Consumer Demand," Econometrica, Econometric Society, vol. 52(3), pages 541-561, May.
    51. Richard T. Carson & Robert Cameron Mitchell, 1993. "The Issue of Scope in Contingent Valuation Studies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(5), pages 1263-1267.
    52. Carson, Katherine Silz & Chilton, Susan M. & Hutchinson, W. George, 2009. "Necessary conditions for demand revelation in double referenda," Journal of Environmental Economics and Management, Elsevier, vol. 57(2), pages 219-225, March.
    53. Magnus Johannesson & Bengt Liljas & Per-Olov Johansson, 1998. "An experimental comparison of dichotomous choice contingent valuation questions and real purchase decisions," Applied Economics, Taylor & Francis Journals, vol. 30(5), pages 643-647.
    54. Jay Corrigan & Catherine Kling & Jinhua Zhao, 2008. "Willingness to Pay and the Cost of Commitment: An Empirical Specification and Test," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 40(2), pages 285-298, June.
    55. Cummings, Ronald G & Elliott, Steven & Harrison, Glenn W & Murphy, James, 1997. "Are Hypothetical Referenda Incentive Compatible?," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 609-621, June.
    56. Lohmann, Susanne, 1994. "Information Aggregation through Costly Political Action," American Economic Review, American Economic Association, vol. 84(3), pages 518-530, June.
    57. Tversky, Amos & Slovic, Paul & Kahneman, Daniel, 1990. "The Causes of Preference Reversal," American Economic Review, American Economic Association, vol. 80(1), pages 204-217, March.
    58. Bergstrom, Theodore & Blume, Lawrence & Varian, Hal, 1986. "On the private provision of public goods," Journal of Public Economics, Elsevier, vol. 29(1), pages 25-49, February.
    59. B. Douglas Bernheim & Antonio Rangel, 2009. "Beyond Revealed Preference: Choice-Theoretic Foundations for Behavioral Welfare Economics," The Quarterly Journal of Economics, Oxford University Press, vol. 124(1), pages 51-104.
    60. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, October.
    61. William J. Infosino, 1986. "Forecasting New Product Sales from Likelihood of Purchase Ratings," Marketing Science, INFORMS, vol. 5(4), pages 372-384.
    62. Horowitz, John K., 2006. "The Becker-DeGroot-Marschak mechanism is not necessarily incentive compatible, even for non-random goods," Economics Letters, Elsevier, vol. 93(1), pages 6-11, October.
    63. Randall, Alan & Ives, Berry & Eastman, Clyde, 1974. "Bidding games for valuation of aesthetic environmental improvements," Journal of Environmental Economics and Management, Elsevier, vol. 1(2), pages 132-149, August.
    64. Jerrell Richer, 1995. "Willingness To Pay For Desert Protection," Contemporary Economic Policy, Western Economic Association International, vol. 13(4), pages 93-104, October.
    65. Timothy C. Haab & Kenneth E. McConnell, 1998. "Referendum Models and Economic Values: Theoretical, Intuitive, and Practical Bounds on Willingness to Pay," Land Economics, University of Wisconsin Press, vol. 74(2), pages 216-229.
    66. Hausman, Jerry A. & Ruud, Paul A., 1987. "Specifying and testing econometric models for rank-ordered data," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 83-104.
    67. Alan Randall, 1994. "Difficulty with the Travel Cost Method," Land Economics, University of Wisconsin Press, vol. 70(1), pages 88-96.
    68. Bishop, Richard C. & Heberlein, Thomas A., 1979. "Measuring Values Of Extramarket Goods: Are Indirect Measures Biased?," 1979 Annual Meeting, July 29-August 1, Pullman, Washington 277818, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    69. Moulin, Herve, 1994. "Social choice," Handbook of Game Theory with Economic Applications, in: R.J. Aumann & S. Hart (ed.), Handbook of Game Theory with Economic Applications, edition 1, volume 2, chapter 31, pages 1091-1125, Elsevier.
    70. Lankford, R. Hamilton, 1985. "Preferences of citizens for public expenditures on elementary and secondary education," Journal of Econometrics, Elsevier, vol. 27(1), pages 1-20, January.
    71. Crawford, Vincent P & Sobel, Joel, 1982. "Strategic Information Transmission," Econometrica, Econometric Society, vol. 50(6), pages 1431-1451, November.
    72. Gibbard, Allan, 1973. "Manipulation of Voting Schemes: A General Result," Econometrica, Econometric Society, vol. 41(4), pages 587-601, July.
    73. Holt, Charles A, 1986. "Preference Reversals and the Independence Axiom," American Economic Review, American Economic Association, vol. 76(3), pages 508-515, June.
    74. Mark J. Machina, 1995. "Non-Expected Utility and The Robustness of the Classical Insurance Paradigm," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 20(1), pages 9-50, June.
    75. Groves, Theodore, 1973. "Incentives in Teams," Econometrica, Econometric Society, vol. 41(4), pages 617-631, July.
    76. Hurwicz, Leonid, 2005. "Incentive aspects of decentralization," Handbook of Mathematical Economics, in: K. J. Arrow & M.D. Intriligator (ed.), Handbook of Mathematical Economics, edition 2, volume 3, chapter 28, pages 1441-1482, Elsevier.
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