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Using the Delphi method to value protection of the Amazon rainforest

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  • Strand, Jon
  • Carson, Richard T.
  • Navrud, Stale
  • Ortiz-Bobea, Ariel
  • Vincent, Jeffrey R.

Abstract

Valuing global environmental public goods can serve to mobilize international resources for their protection. While stated-preference valuation methods have been applied extensively to public goods valuation in individual countries, applications to global public goods with surveys in multiple countries are scarce due to complex and costly implementation. Benefit transfer is effectively infeasible when there are few existing studies valuing similar goods. The Delphi method, which relies on expert opinion, offers a third alternative. We explore this method for estimating the value of protecting the Amazon rainforest, by asking more than 200 environmental valuation experts from 37 countries on four continents to predict the outcome of a contingent valuation survey to elicit willingness-to-pay (WTP) for Amazon forest protection by their own countries' populations. The average annual per-household values of avoiding a 30% forest loss in the Amazon by 2050, assessed by experts, vary from a few dollars in low-income Asian countries, to a high near $100 in Canada, Germany and Norway. The elasticity with respect to average (PPP-adjusted) per-household incomes is close to unity. Results from the Delphi study match remarkably well those from a recent population stated-preference survey in Canada and the United States, using a similar valuation scenario.

Suggested Citation

  • Strand, Jon & Carson, Richard T. & Navrud, Stale & Ortiz-Bobea, Ariel & Vincent, Jeffrey R., 2017. "Using the Delphi method to value protection of the Amazon rainforest," Ecological Economics, Elsevier, vol. 131(C), pages 475-484.
    • Handle: RePEc:eee:ecolec:v:131:y:2017:i:c:p:475-484
    DOI: 10.1016/j.ecolecon.2016.09.028
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    1. Henry A. Roman & James K. Hammitt & Tyra L. Walsh & David M. Stieb, 2012. "Expert Elicitation of the Value per Statistical Life in an Air Pollution Context," Risk Analysis, John Wiley & Sons, vol. 32(12), pages 2133-2151, December.
    2. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    3. Flores, Nicholas E. & Carson, Richard T., 1997. "The Relationship between the Income Elasticities of Demand and Willingness to Pay," Journal of Environmental Economics and Management, Elsevier, vol. 33(3), pages 287-295, July.
    4. Navrud,Stale & Strand,Jon & Navrud,Stale & Strand,Jon, 2013. "Valuing global public goods : a European Delphi stated preference survey of population willingness to pay for Amazon rainforest preservation," Policy Research Working Paper Series 6637, The World Bank.
    5. Curtis, Ian A., 2004. "Valuing ecosystem goods and services: a new approach using a surrogate market and the combination of a multiple criteria analysis and a Delphi panel to assign weights to the attributes," Ecological Economics, Elsevier, vol. 50(3-4), pages 163-194, October.
    6. Norman Dalkey & Olaf Helmer, 1963. "An Experimental Application of the DELPHI Method to the Use of Experts," Management Science, INFORMS, vol. 9(3), pages 458-467, April.
    7. Ferrini, Silvia & Scarpa, Riccardo, 2007. "Designs with a priori information for nonmarket valuation with choice experiments: A Monte Carlo study," Journal of Environmental Economics and Management, Elsevier, vol. 53(3), pages 342-363, May.
    8. Martin L. Weitzman, 2001. "Gamma Discounting," American Economic Review, American Economic Association, vol. 91(1), pages 260-271, March.
    9. John Rose & Michiel Bliemer, 2013. "Sample size requirements for stated choice experiments," Transportation, Springer, vol. 40(5), pages 1021-1041, September.
    10. Wilson, Matthew A. & Hoehn, John P., 2006. "Valuing environmental goods and services using benefit transfer: The state-of-the art and science," Ecological Economics, Elsevier, vol. 60(2), pages 335-342, December.
    11. Richard T. Carson & Michael B. Conaway & Ståle Navrud, 2013. "Preliminary valuation of a cultural heritage site of global significance: a Delphi contingent valuation study," Chapters, in: Ilde Rizzo & Anna Mignosa (ed.), Handbook on the Economics of Cultural Heritage, chapter 31, pages i-i, Edward Elgar Publishing.
    12. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
    13. Ilde Rizzo & Anna Mignosa (ed.), 2013. "Handbook on the Economics of Cultural Heritage," Books, Edward Elgar Publishing, number 14326.
    14. Jeremy Smith & Kenneth F. Wallis, 2009. "A Simple Explanation of the Forecast Combination Puzzle," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(3), pages 331-355, June.
    15. Moulton, Brent R, 1990. "An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Unit," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 334-338, May.
    16. Carson, Richard T., 1998. "Valuation of tropical rainforests: philosophical and practical issues in the use of contingent valuation," Ecological Economics, Elsevier, vol. 24(1), pages 15-29, January.
    17. Randall A. Kramer & D. Evan Mercer, 1997. "Valuing a Global Environmental Good: U.S. Residents' Willingness to Pay to Protect Tropical Rain Forests," Land Economics, University of Wisconsin Press, vol. 73(2), pages 196-210.
    18. Ready, Richard & Navrud, Stale, 2006. "International benefit transfer: Methods and validity tests," Ecological Economics, Elsevier, vol. 60(2), pages 429-434, December.
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