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Inferring Attribute Non-attendance from Discrete Choice Experiments: Implications for Benefit Transfer

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  • Klaus Glenk
  • Julia Martin-Ortega
  • Manuel Pulido-Velazquez
  • Jacqueline Potts

Abstract

Typical convergent validity tests of benefit transfer based on stated preference data assume that willingness to pay (WTP) estimates have been accurately measured, and that differences in WTP arise from differences in observable and unobservable characteristics between the study and the policy sites. In this paper, we conduct a convergent validity test assuming equality of underlying preferences, but allow for the possibility that transfer errors arise from differences in the way that respondents process information in the preference elicitation tasks. Using data from an identical survey instrument applied to the population of two river basins in Spain, we obtain marginal and total WTP estimates for ecological improvements of water bodies and the corresponding transfer errors across sites. Results of equality constrained latent class (ECLC) models that infer attribute non-attendance (AN-A) are compared to results from mixed logit (MXL) models in WTP space. We find large absolute and relative differences in marginal and total WTP between sites for the MXL models, and significantly reduced transfer errors for the ECLC models. This paper therefore provides further evidence that AN-A can significantly affect environmental values derived from attribute-based stated preference methods and is the first to investigate the implications for benefit transfer. Copyright Springer Science+Business Media Dordrecht 2015

Suggested Citation

  • Klaus Glenk & Julia Martin-Ortega & Manuel Pulido-Velazquez & Jacqueline Potts, 2015. "Inferring Attribute Non-attendance from Discrete Choice Experiments: Implications for Benefit Transfer," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 60(4), pages 497-520, April.
    • Handle: RePEc:kap:enreec:v:60:y:2015:i:4:p:497-520
    DOI: 10.1007/s10640-014-9777-9
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    1. Jürgen Meyerhoff & Ulf Liebe, 2009. "Status Quo Effect in Choice Experiments: Empirical Evidence on Attitudes and Choice Task Complexity," Land Economics, University of Wisconsin Press, vol. 85(3), pages 515-528.
    2. Mohammed Alemu & Morten Mørkbak & Søren Olsen & Carsten Jensen, 2013. "Attending to the Reasons for Attribute Non-attendance in Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(3), pages 333-359, March.
    3. Danny Campbell & W. Hutchinson & Riccardo Scarpa, 2008. "Incorporating Discontinuous Preferences into the Analysis of Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 41(3), pages 401-417, November.
    4. Dominika Dziegielewska & Robert Mendelsohn, 2007. "Does “No” mean “No”? A protest methodology," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 38(1), pages 71-87, September.
    5. Rosenberger, Randall S. & Stanley, Tom D., 2006. "Measurement, generalization, and publication: Sources of error in benefit transfers and their management," Ecological Economics, Elsevier, vol. 60(2), pages 372-378, December.
    6. Baskaran, Ramesh & Cullen, Ross & Colombo, Sergio, 2010. "Testing different types of benefit transfer in valuation of ecosystem services: New Zealand winegrowing case studies," Ecological Economics, Elsevier, vol. 69(5), pages 1010-1022, March.
    7. Riccardo Scarpa & Mara Thiene & David A. Hensher, 2010. "Monitoring Choice Task Attribute Attendance in Nonmarket Valuation of Multiple Park Management Services: Does It Matter?," Land Economics, University of Wisconsin Press, vol. 86(4), pages 817-839.
    8. Kaul, Sapna & Boyle, Kevin J. & Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2013. "What can we learn from benefit transfer errors? Evidence from 20 years of research on convergent validity," Journal of Environmental Economics and Management, Elsevier, vol. 66(1), pages 90-104.
    9. Mark Morrison & Jeff Bennett & Russell Blamey & Jordan Louviere, 2002. "Choice Modeling and Tests of Benefit Transfer," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(1), pages 161-170.
    10. John C. Bergstrom & Kevin J. Boyle & Gregory L. Poe (ed.), 2001. "The Economic Value of Water Quality," Books, Edward Elgar Publishing, number 1723.
    11. Campbell, Danny & Hensher, David A. & Scarpa, Riccardo, 2012. "Cost thresholds, cut-offs and sensitivities in stated choice analysis: Identification and implications," Resource and Energy Economics, Elsevier, vol. 34(3), pages 396-411.
    12. Riccardo Scarpa & Raffaele Zanoli & Viola Bruschi & Simona Naspetti, 2013. "Inferred and Stated Attribute Non-attendance in Food Choice Experiments," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(1), pages 165-180.
    13. Julia Martin-Ortega & Giacomo Giannoccaro & Julio Berbel, 2011. "Environmental and Resource Costs Under Water Scarcity Conditions: An Estimation in the Context of the European Water Framework Directive," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(6), pages 1615-1633, April.
    14. Sergio Colombo & Javier Calatrava-Requena & Nick Hanley, 2007. "Testing Choice Experiment for Benefit Transfer with Preference Heterogeneity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(1), pages 135-151.
    15. Johnston, Robert J. & Besedin, Elena Y. & Ranson, Matthew H., 2006. "Characterizing the effects of valuation methodology in function-based benefits transfer," Ecological Economics, Elsevier, vol. 60(2), pages 407-419, December.
    16. David Hensher & William Greene, 2010. "Non-attendance and dual processing of common-metric attributes in choice analysis: a latent class specification," Empirical Economics, Springer, vol. 39(2), pages 413-426, October.
    17. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, January.
    18. Mark Morrison & Jeff Bennett, 2004. "Valuing New South Wales rivers for use in benefit transfer," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(4), pages 591-611, December.
    19. Puckett, Sean M. & Hensher, David A., 2008. "The role of attribute processing strategies in estimating the preferences of road freight stakeholders," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(3), pages 379-395, May.
    20. Nick Hanley & Sergio Colombo & Dugald Tinch & Andrew Black & Ashar Aftab, 2006. "Estimating the benefits of water quality improvements under the Water Framework Directive: are benefits transferable?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 33(3), pages 391-413, September.
    21. Moshe Ben-Akiva & Joffre Swait, 1986. "The Akaike Likelihood Ratio Index," Transportation Science, INFORMS, vol. 20(2), pages 133-136, May.
    22. Riccardo Scarpa & Mara Thiene & Kenneth Train, 2008. "Utility in Willingness to Pay Space: A Tool to Address Confounding Random Scale Effects in Destination Choice to the Alps," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 994-1010.
    23. Marit E. Kragt, 2013. "Stated and Inferred Attribute Attendance Models: A Comparison with Environmental Choice Experiments," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 719-736, September.
    24. Riccardo Scarpa & Timothy J. Gilbride & Danny Campbell & David A. Hensher, 2009. "Modelling attribute non-attendance in choice experiments for rural landscape valuation," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(2), pages 151-174, June.
    25. Johnston, Robert J. & Duke, Joshua M., 2010. "Socioeconomic adjustments and choice experiment benefit function transfer: Evaluating the common wisdom," Resource and Energy Economics, Elsevier, vol. 32(3), pages 421-438, August.
    26. David Hensher & John Rose & William Greene, 2012. "Inferring attribute non-attendance from stated choice data: implications for willingness to pay estimates and a warning for stated choice experiment design," Transportation, Springer, vol. 39(2), pages 235-245, March.
    27. Scarpa, R. & Thiene, M. & Train, K., 2008. "Appendix to Utility in WTP space: a tool to address confounding random scale effects in destination choice to the Alps," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(4), pages 1-9, January.
    28. 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.
    29. I. Bateman & R. Brouwer & S. Ferrini & M. Schaafsma & D. Barton & A. Dubgaard & B. Hasler & S. Hime & I. Liekens & S. Navrud & L. De Nocker & R. Ščeponavičiūtė & D. Semėnienė, 2011. "Making Benefit Transfers Work: Deriving and Testing Principles for Value Transfers for Similar and Dissimilar Sites Using a Case Study of the Non-Market Benefits of Water Quality Improvements Across E," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 50(3), pages 365-387, November.
    30. Baskaran, Ramesh & Cullen, Ross & Colombo, Sergio, 2010. "Economic Valuation of Ecosystem Services in New Zealand Winegrowing Regions: Testing for Benefit Transfer," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 6(1-2), pages 1-23, April.
    31. Sergio Colombo & Nick Hanley, 2008. "How Can We Reduce the Errors from Benefits Transfer? An Investigation Using the Choice Experiment Method," Land Economics, University of Wisconsin Press, vol. 84(1), pages 128-147.
    32. Danny Campbell & David A. Hensher & Riccardo Scarpa, 2011. "Non-attendance to attributes in environmental choice analysis: a latent class specification," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 54(8), pages 1061-1076, December.
    33. Stephane Hess & Amanda Stathopoulos & Danny Campbell & Vikki O’Neill & Sebastian Caussade, 2013. "It’s not that I don’t care, I just don’t care very much: confounding between attribute non-attendance and taste heterogeneity," Transportation, Springer, vol. 40(3), pages 583-607, May.
    34. Hynes, Stephen & Norton, Daniel & Hanley, Nick, 2012. "Accounting for Cultural Dimensions in Estimating the Value of Coastal Zone Ecosystem Services using International Benefit Transfer," Working Papers 148828, National University of Ireland, Galway, Socio-Economic Marine Research Unit.
    35. David Hensher & John Rose & William Greene, 2005. "The implications on willingness to pay of respondents ignoring specific attributes," Transportation, Springer, vol. 32(3), pages 203-222, May.
    36. Krinsky, Itzhak & Robb, A Leslie, 1986. "On Approximating the Statistical Properties of Elasticities," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 715-719, November.
    37. Roy Brouwer, 2008. "The potential role of stated preference methods in the Water Framework Directive to assess disproportionate costs," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 51(5), pages 597-614.
    38. Moeltner, Klaus & Boyle, Kevin J. & Paterson, Robert W., 2007. "Meta-analysis and benefit transfer for resource valuation-addressing classical challenges with Bayesian modeling," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 250-269, March.
    39. Kevin J. Boyle & Nicolai V. Kuminoff & Christopher F. Parmeter & Jaren C. Pope, 2010. "The Benefit-Transfer Challenges," Annual Review of Resource Economics, Annual Reviews, vol. 2(1), pages 161-182, October.
    40. Robert J. Johnston & Joshua M. Duke, 2009. "Willingness to Pay for Land Preservation across States and Jurisdictional Scale: Implications for Benefit Transfer," Land Economics, University of Wisconsin Press, vol. 85(2), pages 217-237.
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