Given the potential problems in designing "consequential"
stated preference surveys, we also highlight our results regarding the
effectiveness of the "cheap talk" design. Our experimental
evidence does support the cheap talk design, but it does not appear as
strong as the consequential design (with an objective probability of p =
0.50). However, in actual applications of stated preference methods
cheap talk provides an important alternative to the consequential design
in cases where realism is difficult to attain, or in cases where the
variability in perceptions of realism tend to be high. We note that such
conditions could be quite common in the field, and thus cheap talk
remains a viable design option.
Important extensions of this research include implementing the
consequential design with different probability levels, making
allowances for subjective or uncertain probabilities, and incorporating
goods with a nonuse component. Our field data make use of subjects that
are familiar with the class of good being valued (presumed since they
have self-selected into the market for sports memorabilia), and arguably
the good conveys primarily use value. Since part of the value of stated
preference surveys stems from their purported ability to measure nonuse
value, it is of interest to know whether referenda for potentially
unfamiliar goods with primarily nonuse value will produce comparable
results to those of this paper. This is a topic for future research.
[Received May 2005; accepted May 2006.]
References
Aadland, D., and A.J. Caplan. 2003. "Willingness to Pay for
Curbside Recycling with Detection and Mitigation of Hypothetical
Bias." American Journal of Agricultural Economics 85(2):492-502.
Ariely, D., G. Loewenstein, and D. Prelec. 2003.
"'Coherent Arbitrariness': Stable Demand Curves without
Stable Preferences." Quarterly Journal of Economics 118(1):73-105.
Arrow, K., R. Solow, E. Learner, P. Portney, R. Radner, and H.
Schuman. 1993. "Report of the NOAA Panel on Contingent
Valuation." Federal Register 58:4601-14.
Bjornstad, D., R. Cummings, and L. Osborne. 1997. "A Learning
Design for Reducing Hypothetical Bias in the Contingent Valuation
Method." Environmental and Resource Economics 10:207-21.
Blackburn, M., G.W. Harrison, and E.E. Rutstrom. 1994.
"Statistical Bias Functions and Informative Hypothetical
Surveys." American Journal of Agricultural Economics 76(5):1084-8.
Bohm, P. 1972. "Estimating the Demand for Public Goods: An
Experiment." European Economic Review 3:111-30.
Brouwer, R., N. Powe, R.K. Turner, I.J. Bateman, and I.H. Langford.
1999. "Public Attitudes Toward Contingent Valuation and Public
Consultation." Environmental Values 8:325-47.
Bulte, E., S. Gerking, J.A. List, and A. de Zeeuw. 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 49(2):330-42.
Carson, R., T. Groves, and M. Machina. 2000. "Incentive and
Informational Properties of Preference Questions." Working Paper,
Department of Economics, University of California, San Diego.
Carson, R., T. Groves, J.A. List, and M. Machina. 2002.
"Probabilistic Influence and Supplemental Benefits: A Field Test of
the Two Key Assumptions Underlying Stated Preferences." Working
Paper, Department of Economics, University of California, San Diego.
Champ, P.A., R.C. Bishop, T.C. Brown, and D.W. McCollum. 1997.
"Using Donation Mechanisms to Value Nonuse Benefits from Public
Goods." Journal of Environmental Economics and Management
33(2):151-62.
Cummings, R.G., G.W. Harrison, and L.O. Taylor. 1995. "Can the
Bias of Contingent Valuation Surveys be Reduced? Evidence from the
Laboratory." Working Paper, Department of Economics, Georgia State
University.
Cummings, R.G., and L.O. Taylor. 1998. "Does Realism Matter in
Contingent Valuation Surveys?" Land Economics 74(2):203-15.
--. 1999. "Unbiased Value Estimates for Environmental Goods:
Cheap Talk Design for the Contingent Valuation Method." American
Economic Review 89(3):649-65.
Diamond, EA., and J.A. Hausman. 1994. "Contingent Valuation:
Is Some Number Better Than No Number?" Journal of Economic
Perspectives 8(4):45-64.
Fox, J., J. Shogren, D. Hayes, and J. Kleibenstein. 2003.
"CVM-X: Calibrating Contingent Values with Experimental Auction
Markets." Experiments in Environmental Economics 1:445-55.
Haab, T.C., and K.E. McConnell. 2002. Valuing Environmental and
Natural Resources: The Econometrics of Non-Market Valuation.
Northampton, MA: Edward Elgar.
Harrison, G.W., and J.A. List. 2004. "Field Experiments."
Journal of Economic Literature. 42(2):1009-1055.
Harrison, G.W., and E.E. Rutstrom. 2005. "Experimental
Evidence on the Existence of Hypothetical Bias in Value Elicitation
Methods."
In Handbook of Experimental Economics Results.C. Plott and V.L.
Smith eds., New York: Elsevier Science.
List, J.A. 2001. "Do Explicit Warnings Eliminate the
Hypothetical Bias in Elicitation Procedures? Evidence from Field
Auctions for Sportscards." American Economic Review 91(5):1498-507.
List, J.A., and J. Shogren. 2002. "Calibration of
Willingness-to-Accept." Journal of Environmental Economics and
Management 43(2):219-33.
Loomis, J., T. Brown, B. Lucero, and G. Peterson. 1996.
"Improving Validity Experiments of Contingent Valuation Methods:
Results of Efforts to Reduce the Disparity of Hypothetical and Actual
Willingness to Pay." Land Economics 72(4):450-61.
Loomis, J., A. Gonzalez-Caban, and R. Gregory. 1994.
"Substitutes and Budget Constraints in Contingent Valuation."
Land Economics 70(4):499-506.
Lusk, J.L. 2003. "Willingness to Pay for Golden Rice."
American Journal of Agricultural Economics 85(4):840-56.
Poe, G., J. Clark, and W. Schulze. 1997. "Can Hypothetical
Questions Predict Actual Participation in Public Programs? A Field
Validity Test Using a Provision Point Mechanism." Working paper,
Department of Agricultural and Resource Economics, Cornell University.
Powe, N.A., G.D. Garrod, and EL. McMahon. 2005. "Mixing
Methods within Stated Preference Environmental Valuation: Choice
Experiments and Post-questionnaire Qualitative Analysis."
Ecological Economics 52:513-26.
Smith, V.K. and C. Mansfield. 1998. "Buying Time: Real and
Hypothetical Offers." Journal of Environmental Economics and
Management 36(3):209-24.
Taylor, L.O. 1998. "Incentive Compatible Referenda and the
Valuation of Environmental Goods." Agricultural and Resource
Economics Review 27:132-9.
(1) At the same time, economists have been exploring ex post
alternatives to addressing hypothetical bias, which involve statistical
calibration of responses. See Blackburn, Harrison, and Rutstrom (1994),
Champ et al. (1997), Fox et al. (2003), and List and Shogren (2002).
Results generally suggest that calibration factors are
commodity-specific. Thus, calibration may not be flexible enough to
provide a general approach to attenuating hypothetical bias.
(2) Loomis et al. (1996) utilize a similar approach in their
experiments on hypothetical bias with private goods that are readily
available in the market place. They appeal to subjects not to provide an
estimate of the market price of the good in their value elicitation
experiments. They find that such appeals do attenuate hypothetical bias
somewhat.
(3) We stick with the "consequentialism" moniker to
distinguish this treatment from real treatments.
(4) This does not suggest outright deception. Rather, if the
findings may influence public policy, then this should be relayed to the
respondents. Note the similarities between this methodology and the
"randomized payment" approach used in experimental economics,
whereby agents play, for example, ten rounds of a game and are only paid
for one round, which is determined randomly.
(5) We note that two separate papers by Cummings and Taylor
(1998,1999) test "realism" and "cheap talk" in the
same institution with precisely the same good, but straightforward
comparisons of the methods have not been highlighted in the literature.
Also, as noted by Taylor (1998), the referendum used in these papers is
not closed, and therefore not incentive compatible. Bulte et al. (2005)
explore cheap talk and consequentialism within the same experimental
design but unfortunately have no actual values due to the nature of
their good.
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