Application of Sample Selection Model to Double-Bounded Dichotomous Choice Contingent Valuation Studies
AbstractModeling households' behavior with the data from a contingentvaluation (CV) survey is often complicated by samplenon-response, which can cause non-response bias and sampleselection bias, leading to inconsistent parameter estimates and adistorted mean willingness-to-pay estimate. This paper reportsthe results of empirical tests for both biases using householdsurvey data in which the double-bounded dichotomous choice CVquestion involved the benefit of a tap water quality improvementpolicy in Korea. No non-response bias, but sample selection bias,is detected in the sample. To correct for sample selection bias,a sample selection model is employed. The authors also discusshow failure to correct for bias may distort aggregate benefitestimates. Copyright Kluwer Academic Publishers 2001
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.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Bibliographic InfoArticle provided by European Association of Environmental and Resource Economists in its journal Environmental and Resource Economics.
Volume (Year): 20 (2001)
Issue (Month): 2 (October)
Contact details of provider:
Web page: http://www.springerlink.com/link.asp?id=100263
contingent valuation; non-response; sample selection bias; tap water quality;
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.:
- Steven F. Edwards & Glen D. Anderson, 1987. "Overlooked Biases in Contingent Valuation Surveys: Some Considerations," Land Economics, University of Wisconsin Press, vol. 63(2), pages 168-178.
- Willig, Robert D, 1976. "Consumer's Surplus without Apology," American Economic Review, American Economic Association, vol. 66(4), pages 589-97, September.
- Richard Carson & Theodore Groves, 2007.
"Incentive and informational properties of preference questions,"
Environmental & Resource Economics,
European Association of Environmental and Resource Economists, vol. 37(1), pages 181-210, May.
- Carson, Richard T & Groves, Theodore, 2010. "Incentive and Information Properties of Preference Questions," University of California at San Diego, Economics Working Paper Series qt88d8644g, Department of Economics, UC San Diego.
- Vella, F, 1992. "Simple Tests for Sample Selection Bias in Censored and Discrete Choice Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(4), pages 413-21, Oct.-Dec..
- Eklöf, Jan & Karlsson, Sune, 1997. "Testing and Correcting for Sample Selection Bias in Discrete Choice Contingent Valuation Studies," Working Paper Series in Economics and Finance 171, Stockholm School of Economics, revised 23 Jun 1999.
- Heckman, James J, 1979.
"Sample Selection Bias as a Specification Error,"
Econometric Society, vol. 47(1), pages 153-61, January.
- Ian Langford & Ian Bateman & Hugh Langford, 1996. "A multilevel modelling approach to triple-bounded dichotomous choice contingent valuation," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 7(3), pages 197-211, April.
- Trudy Ann Cameron & Michelle D. James, 1986.
"Efficient Estimation Methods for "Closed-Ended" Contingent Valuation Surveys,"
UCLA Economics Working Papers
404, UCLA Department of Economics.
- Cameron, Trudy Ann & James, Michelle D, 1987. "Efficient Estimation Methods for "Closed-ended' Contingent Valuation Surveys," The Review of Economics and Statistics, MIT Press, vol. 69(2), pages 269-76, May.
- Bateman, Ian J. & Langford, Ian H. & Jones, Andrew P. & Kerr, Geoffrey N., 2001. "Bound and path effects in double and triple bounded dichotomous choice contingent valuation," Resource and Energy Economics, Elsevier, vol. 23(3), pages 191-213, July.
- Carson, Richard T. & Hanemann, W. Michael, 2006. "Contingent Valuation," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 17, pages 821-936 Elsevier.
- Cameron Trudy Ann & Quiggin John, 1994.
"Estimation Using Contingent Valuation Data from a Dichotomous Choice with Follow-Up Questionnaire,"
Journal of Environmental Economics and Management,
Elsevier, vol. 27(3), pages 218-234, November.
- Trudy Ann Cameron & John Quiggin, 1992. "Estimation Using Contingent Valuation Data From a "Dichotomous Choice with Follow-Up" Questionnaire," UCLA Economics Working Papers 653, UCLA Department of Economics.
- Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
- McConnell, K. E., 1990. "Models for referendum data: The structure of discrete choice models for contingent valuation," Journal of Environmental Economics and Management, Elsevier, vol. 18(1), pages 19-34, January.
- 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.
- Owusu, Victor & Owusu, Michael Anifori, 2010. "Measuring Market Potential for Fresh Organic Fruit and Vegetable in Ghana," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 95955, African Association of Agricultural Economists (AAAE) & Agricultural Economics Association of South Africa (AEASA).
- Schlapfer, Felix, 2006. "Survey protocol and income effects in the contingent valuation of public goods: A meta-analysis," Ecological Economics, Elsevier, vol. 57(3), pages 415-429, May.
- John C. Whitehead, 2006.
"Improving Willingness to Pay Estimates for Quality Improvements through Joint Estimation with Quality Perceptions,"
Southern Economic Journal,
Southern Economic Association, vol. 73(1), pages 100â111, July.
- John C. Whitehead, 2005. "Improving Willingness to Pay Estimates for Quality Improvements Throught Joint Estimation with Quality Perceptions," NCEE Working Paper Series 200508, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Aug 2005.
- John C. Whitehead, 2005. "Improving Willingness to Pay Estimates for Quality Improvements through Joint Estimation with Quality Perceptions," Working Papers 05-09, Department of Economics, Appalachian State University.
- Garcia, Serge & Harou, Patrice & Montagné, Claire & Stenger, Anne, 2009. "Models for sample selection bias in contingent valuation: Application to forest biodiversity," Journal of Forest Economics, Elsevier, vol. 15(1-2), pages 59-78, January.
- Cho, Seong-Hoon & Yen, Steven T. & Bowker, James Michael & Newman, David H., 2008. "Modeling Willingness to Pay for Land Conservation Easements: Treatment of Zero and Protest Bids and Application and Policy Implications," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(01), April.
- Yoo, Seung-Hoon & Lim, Hea-Jin & Kwak, Seung-Jun, 2009. "Estimating the residential demand function for natural gas in Seoul with correction for sample selection bias," Applied Energy, Elsevier, vol. 86(4), pages 460-465, April.
- Luchini, Stéphane & Watson, Verity, 2013.
"Uncertainty and framing in a valuation task,"
Journal of Economic Psychology,
Elsevier, vol. 39(C), pages 204-214.
- Stephane Luchini & Verity Watson, 2008. "Does respondent uncertainty explain framing effects in double bounded contingent valuation?," Working Papers halshs-00285861, HAL.
- Liu, Jin-Tan & Tsou, Meng-Wen & Hammitt, James K., 2009. "Willingness to pay for weight-control treatment," Health Policy, Elsevier, vol. 91(2), pages 211-218, July.
- Lyssenko, Nikita & Martinez-Espineira, Roberto, 2009. "`Been there done that': Disentangling option value effects from user heterogeneity when valuing natural resources with a use component," MPRA Paper 21976, University Library of Munich, Germany, revised 08 Apr 2010.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Guenther Eichhorn) or (Christopher F. Baum).
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.