IDEAS home Printed from https://ideas.repec.org/a/kap/enreec/v20y2001i2p147-163.html
   My bibliography  Save this article

Application of Sample Selection Model to Double-Bounded Dichotomous Choice Contingent Valuation Studies

Author

Listed:
  • Seung-Hoon Yoo
  • Hee-Jong Yang

Abstract

Modeling 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

Suggested Citation

  • Seung-Hoon Yoo & Hee-Jong Yang, 2001. "Application of Sample Selection Model to Double-Bounded Dichotomous Choice Contingent Valuation Studies," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 20(2), pages 147-163, October.
    • Handle: RePEc:kap:enreec:v:20:y:2001:i:2:p:147-163
    DOI: 10.1023/A:1012625929384
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1023/A:1012625929384
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1023/A:1012625929384?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Richard T. Carson, 2011. "Contingent Valuation," Books, Edward Elgar Publishing, number 2489.
    8. 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 413-421, Oct.-Dec..
    9. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    10. Eklöf, Jan & Karlsson, Sune, 1997. "Testing and Correcting for Sample Selection Bias in Discrete Choice Contingent Valuation Studies," SSE/EFI Working Paper Series in Economics and Finance 171, Stockholm School of Economics, revised 23 Jun 1999.
    11. Willig, Robert D, 1976. "Consumer's Surplus without Apology," American Economic Review, American Economic Association, vol. 66(4), pages 589-597, September.
    12. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    13. David J. Bjornstad & James R. Kahn (ed.), 1996. "The Contingent Valuation of Environmental Resources," Books, Edward Elgar Publishing, number 731.
    14. 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 269-276, May.
    15. Ian Langford & Ian Bateman & Hugh Langford, 1996. "A multilevel modelling approach to triple-bounded dichotomous choice contingent valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 7(3), pages 197-211, April.
    16. 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.
    17. Yoo, Seung-Hoon & Kim, Tai-Yoo & Lee, Jai-Ki, 2001. "Modeling zero response data from willingness to pay surveys: A semi-parametric estimation," Economics Letters, Elsevier, vol. 71(2), pages 191-196, May.
    18. Whitehead, John C. & Groothuis, Peter A. & Blomquist, Glenn C., 1993. "Testing for non-response and sample selection bias in contingent valuation : Analysis of a combination phone/mail survey," Economics Letters, Elsevier, vol. 41(2), pages 215-220.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Adelina Gshwandtner & Cheul Jang & Richard McManus, 2017. "Improving Drinking Quality in South Korea: A Choice Experiment," Studies in Economics 1720, School of Economics, University of Kent.
    2. 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.
    3. 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.
    4. Nguyen, Hanh Tien & Ariyawardana, Anoma & Ratnasiri, Shyama, 2020. "Forest plantation owners' willingness to pay for hybrid nursery stock: The case of Acacia hybrids in Central Vietnam," Forest Policy and Economics, Elsevier, vol. 116(C).
    5. Gschwandtner, Adelina & Jang, Cheul & McManus, Richard, 2018. "Improving Drinking Water Quality in South Korea: A Choice Experiment," 92nd Annual Conference, April 16-18, 2018, Warwick University, Coventry, UK 273472, Agricultural Economics Society.
    6. John C. Whitehead, 2006. "Improving Willingness to Pay Estimates for Quality Improvements through Joint Estimation with Quality Perceptions," Southern Economic Journal, John Wiley & Sons, vol. 73(1), pages 100-111, July.
    7. Luchini, Stéphane & Watson, Verity, 2013. "Uncertainty and framing in a valuation task," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 204-214.
    8. 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.
    9. 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.
    10. 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).
    11. Luchini, Stéphane & Watson, Verity, 2013. "Uncertainty and framing in a valuation task," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 204-214.
    12. Cho, Seong-Hoon & Yen, Steven T. & Bowker, J.M. & 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, Cambridge University Press, vol. 40(1), pages 267-285, April.
    13. Rihar, Miha & Hrovatin, Nevenka & Zoric, Jelena, 2015. "Household valuation of smart-home functionalities in Slovenia," Utilities Policy, Elsevier, vol. 33(C), pages 42-53.
    14. 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.
    15. Wan-Jiun Chen & Jihn-Fa Jan & Chih-Hsin Chung & Shyue-Cherng Liaw, 2022. "Resident Willingness to Pay for Ecosystem Services in Hillside Forests," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
    16. Arega, Tiruwork & Tadesse, Tewodros, 2017. "Household willingness to pay for green electricity in urban and peri-urban Tigray, northern Ethiopia: Determinants and welfare effects," Energy Policy, Elsevier, vol. 100(C), pages 292-300.
    17. Silva, Tiago Manuel & Silva, Susana & Carvalho, Armindo, 2022. "Economic valuation of urban parks with historical importance: The case of Quinta do Castelo, Portugal," Land Use Policy, Elsevier, vol. 115(C).
    18. Ryohei Yamashita, 2021. "Nexus of the awareness of ecosystem services as a “public-benefit value” and “utility value for consumption”: an economic evaluation of the agricultural culture of Satoyama in Japan," SN Business & Economics, Springer, vol. 1(10), pages 1-17, October.
    19. Gustafsson-Wright, Emily & Asfaw, Abay & van der Gaag, Jacques, 2009. "Willingness to pay for health insurance: An analysis of the potential market for new low-cost health insurance products in Namibia," Social Science & Medicine, Elsevier, vol. 69(9), pages 1351-1359, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Robert J. Johnston & Kevin J. Boyle & Wiktor (Vic) Adamowicz & Jeff Bennett & Roy Brouwer & Trudy Ann Cameron & W. Michael Hanemann & Nick Hanley & Mandy Ryan & Riccardo Scarpa & Roger Tourangeau & Ch, 2017. "Contemporary Guidance for Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 319-405.
    2. Richard T. Carson, 2011. "Contingent Valuation," Books, Edward Elgar Publishing, number 2489.
    3. Seung-Hoon Yoo & Kyung-Suk Chae, 2001. "Measuring the Economic Benefits of the Ozone Pollution Control Policy in Seoul: Results of a Contingent Valuation Survey," Urban Studies, Urban Studies Journal Limited, vol. 38(1), pages 49-60, January.
    4. Yoo, Seung-Hoon & Kwak, So-Yoon, 2009. "Willingness to pay for green electricity in Korea: A contingent valuation study," Energy Policy, Elsevier, vol. 37(12), pages 5408-5416, December.
    5. Araña, Jorge E. & León, Carmelo J., 2008. "Do emotions matter? Coherent preferences under anchoring and emotional effects," Ecological Economics, Elsevier, vol. 66(4), pages 700-711, July.
    6. Jang, Jinyong & Lee, Jongsu & Yoo, Seung-Hoon, 2014. "The public׳s willingness to pay for securing a reliable natural gas supply in Korea," Energy Policy, Elsevier, vol. 69(C), pages 3-13.
    7. Lim, Kyoung-Min & Lim, Seul-Ye & Yoo, Seung-Hoon, 2014. "Estimating the economic value of residential electricity use in the Republic of Korea using contingent valuation," Energy, Elsevier, vol. 64(C), pages 601-606.
    8. Lim, Seul-Ye & Kim, Hyo-Jin & Yoo, Seung-Hoon, 2017. "Public's willingness to pay a premium for bioethanol in Korea: A contingent valuation study," Energy Policy, Elsevier, vol. 101(C), pages 20-27.
    9. Kim, Hyo-Jin & Lim, Seul-Ye & Yoo, Seung-Hoon, 2017. "Is the Korean public willing to pay for a decentralized generation source? The case of natural gas-based combined heat and power," Energy Policy, Elsevier, vol. 102(C), pages 125-131.
    10. Abdulrahman, Abdulallah S & Johnston, Robert J, 2016. "Systematic Non-Response in Stated Preference Choice Experiments: Implications for the Valuation of Climate Risk Reductions," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235465, Agricultural and Applied Economics Association.
    11. Scarpa, Riccardo & Chilton, Susan M. & Hutchinson, W. George & Buongiorno, Joseph, 2000. "Valuing the recreational benefits from the creation of nature reserves in Irish forests," Ecological Economics, Elsevier, vol. 33(2), pages 237-250, May.
    12. Cho, Seong-Hoon & Yen, Steven T. & Bowker, J.M. & 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, Cambridge University Press, vol. 40(1), pages 267-285, April.
    13. Hanemann, W. Michael & Kanninen, Barbara, 1996. "The Statistical Analysis Of Discrete-Response Cv Data," CUDARE Working Papers 25022, University of California, Berkeley, Department of Agricultural and Resource Economics.
    14. So-Yeon Park & Seul-Ye Lim & Seung-Hoon Yoo, 2016. "The Economic Value of the National Meteorological Service in the Korean Household Sector: A Contingent Valuation Study," Sustainability, MDPI, vol. 8(9), pages 1-13, August.
    15. Lim, Seul-Ye & Min, Seo-Hyeon & Yoo, Seung-Hoon, 2016. "The public value of contaminated soil remediation in Janghang copper smelter of Korea," Resources Policy, Elsevier, vol. 50(C), pages 66-74.
    16. Seul-Ye Lim & Ho-Young Kim & Seung-Hoon Yoo, 2016. "Public Willingness to Pay for Transforming Jogyesa Buddhist Temple in Seoul, Korea into a Cultural Tourism Resource," Sustainability, MDPI, vol. 8(9), pages 1-13, September.
    17. Kim, Hyo-Jin & Lim, Seul-Ye & Yoo, Seung-Hoon, 2017. "The Korean public's willingness to pay for expanding the use of solid refuse fuel," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 821-827.
    18. Loomis, John & Peterson, George & Champ, Patricia & Brown, Thomas & Lucero, Beatrice, 1998. "Paired comparison estimates of willingness to accept versus contingent valuation estimates of willingness to pay," Journal of Economic Behavior & Organization, Elsevier, vol. 35(4), pages 501-515, May.
    19. Hyo-Jin Kim & Seul-Ye Lim & Seung-Hoon Yoo, 2017. "The Convenience Benefits of the District Heating System over Individual Heating Systems in Korean Households," Sustainability, MDPI, vol. 9(8), pages 1-12, August.
    20. Ho-Young Kim & So-Yeon Park & Seung-Hoon Yoo, 2016. "Public Acceptability of Introducing a Biogas Mandate in Korea: A Contingent Valuation Study," Sustainability, MDPI, vol. 8(11), pages 1-16, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:enreec:v:20:y:2001:i:2:p:147-163. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.