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Willingness to Pay and Sensitivity to Time Framing: A Theoretical Analysis and an Application on Car Safety

  • Henrik Andersson

    ()

  • James Hammitt
  • Gunnar Lindberg
  • Kristian Sundström

Stated preference (SP) surveys attempt to obtain monetary values for non-market goods that reflect individuals’ “true” preferences. Numerous empirical studies suggest that monetary values from SP studies are sensitive to survey design and so may not reflect respondents’ true preferences. This study examines the effect of time framing on respondents’ willingness to pay (WTP) for car safety. We explore how WTP per unit risk reduction depends on the time period over which respondents pay and face reduced risk in a theoretical model and by using data from a Swedish contingent valuation survey. Our theoretical model predicts the effect to be nontrivial in many scenarios used in empirical applications. In our empirical analysis we examine the sensitivity of WTP to an annual and a monthly scenario. Our theoretical model predicts the effect from the time framing to be negligible, but the empirical estimates from the annual scenario are about 70 % higher than estimates from the monthly scenario. Copyright Springer Science+Business Media Dordrecht 2013

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File URL: http://hdl.handle.net/10.1007/s10640-013-9644-0
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Article provided by European Association of Environmental and Resource Economists in its journal Environmental and Resource Economics.

Volume (Year): 56 (2013)
Issue (Month): 3 (November)
Pages: 437-456

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Handle: RePEc:kap:enreec:v:56:y:2013:i:3:p:437-456
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  1. Cameron, Trudy Ann, 1991. "Cameron's censored logistic regression model: Reply," Journal of Environmental Economics and Management, Elsevier, vol. 20(3), pages 303-304, May.
  2. Henrik Andersson & Nicolas Treich, 2011. "The Value of a Statistical Life," Chapters, in: A Handbook of Transport Economics, chapter 17 Edward Elgar.
  3. Anna Alberini & Alistair Hunt & Anil Markandya, 2004. "Willingness to Pay to Reduce Mortality Risks: Evidence from a Three-Country Contingent Valuation Study," Working Papers 2004.111, Fondazione Eni Enrico Mattei.
  4. Kevin J. Boyle & Hugh F. MacDonald & Hsiang-tai Cheng & Daniel W. McCollum, 1998. "Bid Design and Yea Saying in Single-Bounded, Dichotomous-Choice Questions," Land Economics, University of Wisconsin Press, vol. 74(1), pages 49-64.
  5. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
  6. Kahneman, Daniel & Tversky, Amos, 1979. "Prospect Theory: An Analysis of Decision under Risk," Econometrica, Econometric Society, vol. 47(2), pages 263-91, March.
  7. Andersson, Henrik & Svensson, Mikael, 2007. "Cognitive Ability and Scale Bias in the Contingent Valuation Method," Working Papers 2007:1, Swedish National Road & Transport Research Institute (VTI).
  8. Hoffmann, Sandra & Qin, Ping & Krupnick, Alan & Badrakh, Burmaajav & Batbaatar, Suvd & Altangerel, Enkhjargal & Sereeter, Lodoysamba, 2012. "The willingness to pay for mortality risk reductions in Mongolia," Resource and Energy Economics, Elsevier, vol. 34(4), pages 493-513.
  9. Dreyfus, Mark K & Viscusi, W Kip, 1995. "Rates of Time Preference and Consumer Valuations of Automobile Safety and Fuel Efficiency," Journal of Law and Economics, University of Chicago Press, vol. 38(1), pages 79-105, April.
  10. Donald Green & Karen Jacowitz & Daniel Kahneman & Daniel McFadden, 1995. "Referendum Contingent Valuation, Anchoring, and Willingness to Pay for Public Goods," Working Papers _010, University of California at Berkeley, Econometrics Laboratory Software Archive.
  11. Herriges, Joseph A. & Shogren, Jason F., 1996. "Starting Point Bias in Dichotomous Choice Valuation with Follow-Up Questioning," Journal of Environmental Economics and Management, Elsevier, vol. 30(1), pages 112-131, January.
  12. Johansson, Per-Olov, 2001. "Is there a meaningful definition of the value of a statistical life?," Journal of Health Economics, Elsevier, vol. 20(1), pages 131-139, January.
  13. Hammitt, James K & Graham, John D, 1999. "Willingness to Pay for Health Protection: Inadequate Sensitivity to Probability?," Journal of Risk and Uncertainty, Springer, vol. 18(1), pages 33-62, April.
  14. Donald S. Shepard & Richard J. Zeckhauser, 1984. "Survival versus Consumption," Management Science, INFORMS, vol. 30(4), pages 423-439, April.
  15. Evans, Mary F. & Smith, V. Kerry, 2006. "Do we really understand the age-VSL relationship?," Resource and Energy Economics, Elsevier, vol. 28(3), pages 242-261, August.
  16. Johansson, Per-Olov, 2002. " On the Definition and Age-Dependency of the Value of a Statistical Life," Journal of Risk and Uncertainty, Springer, vol. 25(3), pages 251-63, November.
  17. Krupnick, Alan, et al, 2002. " Age, Health and the Willingness to Pay for Mortality Risk Reductions: A Contingent Valuation Survey of Ontario Residents," Journal of Risk and Uncertainty, Springer, vol. 24(2), pages 161-86, March.
  18. Mark Yuying An & Roberto Ayala, 1996. "A Mixture Model of Willingness to Pay Distributions," Econometrics 9611002, EconWPA.
  19. Pratt, John W & Zeckhauser, Richard J, 1996. "Willingness to Pay and the Distribution of Risk and Wealth," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 747-63, August.
  20. Alberini, Anna & Cropper, Maureen & Krupnick, Alan & Simon, N.B.Nathalie B., 2004. "Does the value of a statistical life vary with age and health status? Evidence from the US and Canada," Journal of Environmental Economics and Management, Elsevier, vol. 48(1), pages 769-792, July.
  21. Kanninen Barbara J., 1995. "Bias in Discrete Response Contingent Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 28(1), pages 114-125, January.
  22. Henrik Andersson, 2005. "The Value of Safety as Revealed in the Swedish Car Market: An Application of the Hedonic Pricing Approach," Journal of Risk and Uncertainty, Springer, vol. 30(3), pages 211-239, May.
  23. Johannesson, Magnus & Johansson, Per-Olov & O'Conor, Richard M, 1996. "The Value of Private Safety versus the Value of Public Safety," Journal of Risk and Uncertainty, Springer, vol. 13(3), pages 263-75, November.
  24. Persson, Ulf, et al, 2001. " The Value of a Statistical Life in Transport: Findings from a New Contingent Valuation Study in Sweden," Journal of Risk and Uncertainty, Springer, vol. 23(2), pages 121-34, September.
  25. Hultkrantz, Lars & Lindberg, Gunnar & Andersson, Camilla, 2005. "The value of improved road safety," Working Papers 2005:4, Örebro University, School of Business.
  26. Corso, Phaedra S & Hammitt, James K & Graham, John D, 2001. " Valuing Mortality-Risk Reduction: Using Visual Aids to Improve the Validity of Contingent Valuation," Journal of Risk and Uncertainty, Springer, vol. 23(2), pages 165-84, September.
  27. Eeckhoudt, Louis R & Hammitt, James K, 2001. " Background Risks and the Value of a Statistical Life," Journal of Risk and Uncertainty, Springer, vol. 23(3), pages 261-79, November.
  28. 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.
  29. Johannesson, Magnus & Johansson, Per-Olov & Löfgren, Karl-Gustaf, 1997. "On the Value of Changes in Life Expectancy: Blips versus Parametric Changes," SSE/EFI Working Paper Series in Economics and Finance 152, Stockholm School of Economics.
  30. Cameron, Trudy Ann, 1988. "A new paradigm for valuing non-market goods using referendum data: Maximum likelihood estimation by censored logistic regression," Journal of Environmental Economics and Management, Elsevier, vol. 15(3), pages 355-379, September.
  31. W. Kip Viscusi & Joseph E. Aldy, 2003. "The Value of a Statistical Life: A Critical Review of Market Estimates throughout the World," NBER Working Papers 9487, National Bureau of Economic Research, Inc.
  32. Karen Blumenschein & GlennC. Blomquist & Magnus Johannesson & Nancy Horn & Patricia Freeman, 2008. "Eliciting Willingness to Pay Without Bias: Evidence from a Field Experiment," Economic Journal, Royal Economic Society, vol. 118(525), pages 114-137, 01.
  33. Kent F. Kovacs & Douglas M. Larson, 2008. "Identifying Individual Discount Rates and Valuing Public Open Space with Stated-Preference Models," Land Economics, University of Wisconsin Press, vol. 84(2), pages 209-224.
  34. Brian Roach & Kevin J. Boyle & Michael Welsh, 2002. "Testing Bid Design Effects in Multiple-Bounded, Contingent-Valuation Questions," Land Economics, University of Wisconsin Press, vol. 78(1), pages 121-131.
  35. Sundström, Kristian & Andersson, Henrik, 2009. "Swedish Consumers' Willingness to Pay for Food Safety - a Contingent Valuation Study on Salmonella Risk," Working Papers 2009:2, Swedish National Road & Transport Research Institute (VTI).
  36. Irwin, Julie R, et al, 1993. " Preference Reversals and the Measurement of Environmental Values," Journal of Risk and Uncertainty, Springer, vol. 6(1), pages 5-18, January.
  37. Sherwin Rosen, . "The Value of Changes in Life Expectancy," University of Chicago - Population Research Center 87-14, Chicago - Population Research Center.
  38. Andersson, Henrik, 2006. "Willingness to Pay for Road Safety and Estimates of the Risk of Death: Evidence from a Swedish Contingent Valuation Study," Working Papers 2006:5, Swedish National Road & Transport Research Institute (VTI).
  39. Tversky, Amos & Slovic, Paul & Kahneman, Daniel, 1990. "The Causes of Preference Reversal," American Economic Review, American Economic Association, vol. 80(1), pages 204-17, March.
  40. Patterson, David A. & Duffield, John W., 1991. "Comment on Cameron's censored logistic regression model for referendum data," Journal of Environmental Economics and Management, Elsevier, vol. 20(3), pages 275-283, May.
  41. repec:reg:rpubli:282 is not listed on IDEAS
  42. James K. Hammitt & Kevin Haninger, 2007. "Willingness to Pay for Food Safety: Sensitivity to Duration and Severity of Illness," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(5), pages 1170-1175.
  43. Werner, Megan, 1999. "Allowing for Zeros in Dichotomous-Choice Contingent-Valuation Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(4), pages 479-86, October.
  44. Jones-Lee, M W & Hammerton, M & Philips, P R, 1985. "The Value of Safety: Results of a National Sample Survey," Economic Journal, Royal Economic Society, vol. 95(377), pages 49-72, March.
  45. Viscusi, W. Kip, 1998. "Rational Risk Policy: The 1996 Arne Ryde Memorial Lectures," OUP Catalogue, Oxford University Press, number 9780198293637, March.
  46. Atkinson, Scott E & Halvorsen, Robert, 1990. "The Valuation of Risks to Life: Evidence from the Market for Automobiles," The Review of Economics and Statistics, MIT Press, vol. 72(1), pages 133-36, February.
  47. Andersson, Henrik & Hammitt, James & Lindberg, Gunnar & Sundström, Kristian, 2008. "Willingness to Pay for Car Safety: Sensitivity to Time Framing," Working Papers 2008:8, Swedish National Road & Transport Research Institute (VTI).
  48. Kahneman, Daniel & Knetsch, Jack L., 1992. "Valuing public goods: The purchase of moral satisfaction," Journal of Environmental Economics and Management, Elsevier, vol. 22(1), pages 57-70, January.
  49. Andersson, Henrik, 2006. "Willingness to Pay for Car Safety: Evidence from Sweden," Working Papers 2006:7, Swedish National Road & Transport Research Institute (VTI).
  50. Tversky, Amos & Thaler, Richard H, 1990. "Anomalies: Preference Reversals," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 201-11, Spring.
  51. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
  52. Timothy Haab, 1999. "Nonparticipation or Misspecification? The Impacts of Nonparticipation on Dichotomous Choice Contingent Valuation," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 14(4), pages 443-461, December.
  53. Kevin J. Boyle & F. Reed Johnson & Daniel W. McCollum, 1997. "Anchoring and Adjustment in Single-Bounded, Contingent-Valuation Questions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(5), pages 1495-1500.
  54. Jones-Lee, Michael W, 1974. "The Value of Changes in the Probability of Death or Injury," Journal of Political Economy, University of Chicago Press, vol. 82(4), pages 835-49, July/Aug..
  55. Alan Krupnick, 2007. "Mortality-risk Valuation and Age: Stated Preference Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 1(2), pages 261-282, Summer.
  56. Henrik Andersson & Petter Lundborg, 2007. "Perception of own death risk," Journal of Risk and Uncertainty, Springer, vol. 34(1), pages 67-84, February.
  57. Weinstein, Milton C & Shepard, Donald S & Pliskin, Joseph S, 1980. "The Economic Value of Changing Mortality Probabilities: A Decision-Theoretic Approach," The Quarterly Journal of Economics, MIT Press, vol. 94(2), pages 373-96, March.
  58. Bateman, Ian J. & Burgess, Diane & Hutchinson, W. George & Matthews, David I., 2008. "Learning design contingent valuation (LDCV): NOAA guidelines, preference learning and coherent arbitrariness," Journal of Environmental Economics and Management, Elsevier, vol. 55(2), pages 127-141, March.
  59. Thomas H. Stevens & Nichole E. DeCoteau & Cleve E. Willis, 1997. "Sensitivity of Contingent Valuation to Alternative Payment Schedules," Land Economics, University of Wisconsin Press, vol. 73(1), pages 140-148.
  60. Beattie, Jane, et al, 1998. "On the Contingent Valuation of Safety and the Safety of Contingent Valuation: Part 1--Caveat Investigator," Journal of Risk and Uncertainty, Springer, vol. 17(1), pages 5-25, October.
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