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Combining Revealed and Stated Preference Data to Estimate the Nonmarket Value of Ecological Services: An Assessment of the State of the Science

  • John C. Whitehead
  • Subhrendu K. Pattanayak
  • George L. Van Houtven
  • Brett R. Gelso

This paper reviews the marketing, transportation, and environmental economics literature on the joint estimation of revealed and stated preference data. The revealed preference and stated preference approaches are first described with a focus on the strengths and weaknesses of each. Recognizing these strengths and weaknesses, the potential gains from combining data are described. A classification system for combined data that emphasizes the type of data combination and the econometric models used is proposed. A methodological review of the literature is pursued based on this classification system. Examples from the environmental economics literature are highlighted. A discussion of the advantages and disadvantages of each type of jointly estimated model is then presented. Suggestions for future research, in particular opportunities for application of these models to environmental quality valuation, are presented.

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File URL: http://econ.appstate.edu/RePEc/pdf/wp0519.pdf
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Paper provided by Department of Economics, Appalachian State University in its series Working Papers with number 05-19.

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Date of creation: 2005
Date of revision: 2007
Handle: RePEc:apl:wpaper:05-19
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  1. Earnhart, Dietrich, 2002. "Combining Revealed and Stated Data to Examine Housing Decisions Using Discrete Choice Analysis," Journal of Urban Economics, Elsevier, vol. 51(1), pages 143-169, January.
  2. Brownstone, David & Bunch, David S & Train, Kenneth, 1999. "Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles," University of California Transportation Center, Working Papers qt45f996hh, University of California Transportation Center.
  3. John List & Craig Gallet, 2001. "What Experimental Protocol Influence Disparities Between Actual and Hypothetical Stated Values?," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 20(3), pages 241-254, November.
  4. Glenn C. Blomquist, 2004. "Self-Protection and Averting Behavior, Values of Statistical Lives, and Benefit Cost Analysis of Environmental Policy," Review of Economics of the Household, Springer, vol. 2(1), pages 89-110, 03.
  5. Nick Hanley & David Bell & Begona Alvarez-Farizo, 2003. "Valuing the Benefits of Coastal Water Quality Improvements Using Contingent and Real Behaviour," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 24(3), pages 273-285, March.
  6. Heng Z. Chen & Stephen R. Cosslett, 1998. "Environmental Quality Preference and Benefit Estimation in Multinomial Probit Models: A Simulation Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(3), pages 512-520.
  7. Whitehead, John C., 2005. "Combining willingness to pay and behavior data with limited information," Resource and Energy Economics, Elsevier, vol. 27(2), pages 143-155, June.
  8. Boxall, Peter C. & Englin, Jeffrey & Adamowicz, Wiktor L., 2003. "Valuing aboriginal artifacts: a combined revealed-stated preference approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 213-230, March.
  9. Swait, Joffre & Adamowicz, Wiktor & Bueren, Martin van, 2004. "Choice and temporal welfare impacts: incorporating history into discrete choice models," Journal of Environmental Economics and Management, Elsevier, vol. 47(1), pages 94-116, January.
  10. R. Craig Layman & John R. Boyce & Keith R. Criddle, 1996. "Economic Valuation of the Chinook Salmon Sport Fishery of the Gulkana River, Alaska, under Current and Alternate Management Plans," Land Economics, University of Wisconsin Press, vol. 72(1), pages 113-128.
  11. Jeffrey Englin & Trudy Cameron, 1996. "Augmenting travel cost models with contingent behavior data," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 7(2), pages 133-147, March.
  12. Cunha-e-Sa, Maria A. & Ducla-Soares, Maria M., 1999. "Specification Tests for Mixed Demand Systems with an Emphasis on Combining Contingent Valuation and Revealed Data," Journal of Environmental Economics and Management, Elsevier, vol. 38(2), pages 215-233, September.
  13. Huang, Ju-Chin & Haab, Timothy C. & Whitehead, John C., 2004. "Risk Valuation in the Presence of Risky Substitutes: An Application to Demand for Seafood," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 36(01), pages 213-228, April.
  14. John A. Fox & Jason F. Shogren & Dermot J. Hayes & James B. Kliebenstein, 1998. "CVM-X: Calibrating Contingent Values with Experimental Auction Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(3), pages 455-465.
  15. Green, Donald & Jacowitz, Karen E. & Kahneman, Daniel & McFadden, Daniel, 1998. "Referendum contingent valuation, anchoring, and willingness to pay for public goods," Resource and Energy Economics, Elsevier, vol. 20(2), pages 85-116, June.
  16. Christopher D. Azevedo & Joseph A. Herriges & Catherine L. Kling, 2003. "Combining Revealed and Stated Preferences: Consistency Tests and Their Interpretations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(3), pages 525-537.
  17. Huang, Ju-Chin & Haab, Timothy C. & Whitehead, John C., 1997. "Willingness to Pay for Quality Improvements: Should Revealed and Stated Preference Data Be Combined?," Journal of Environmental Economics and Management, Elsevier, vol. 34(3), pages 240-255, November.
  18. Dietrich Earnhart, 2001. "Combining Revealed and Stated Preference Methods to Value Environmental Amenities at Residential Locations," Land Economics, University of Wisconsin Press, vol. 77(1), pages 12-29.
  19. Laura O. Taylor & Ronald G. Cummings, 1999. "Unbiased Value Estimates for Environmental Goods: A Cheap Talk Design for the Contingent Valuation Method," American Economic Review, American Economic Association, vol. 89(3), pages 649-665, June.
  20. Carson, Richard T. & Flores, Nicholas E. & Martin, Kerry M. & Wright, Jennifer L., 1995. "Contingent Valuation and Revealed Preference Methodologies: Comparing the Estimates for Quasi-Public Goods," 1995 Conference (39th), February 14-16, 1995, Perth, Australia 148793, Australian Agricultural and Resource Economics Society.
  21. Niklitschek+, Mario & Leon+, Javier, 1996. "Combining Intended Demand and Yes/No Responses in the Estimation of Contingent Valuation Models," Journal of Environmental Economics and Management, Elsevier, vol. 31(3), pages 387-402, November.
  22. Trudy Ann Cameron, 1992. "Combining Contingent Valuation and Travel Cost Data for the Valuation of Nonmarket Goods," Land Economics, University of Wisconsin Press, vol. 68(3), pages 302-317.
  23. Rosado, Marcia A. & Cunha-E-S , Maria A. & Ducla-Soares, Maria M. & Nunes, Luis C., 2006. "Combining averting behavior and contingent valuation data: an application to drinking water treatment in Brazil," Environment and Development Economics, Cambridge University Press, vol. 11(06), pages 729-746, December.
  24. Bhat, Chandra R. & Castelar, Saul, 2002. "A unified mixed logit framework for modeling revealed and stated preferences: formulation and application to congestion pricing analysis in the San Francisco Bay area," Transportation Research Part B: Methodological, Elsevier, vol. 36(7), pages 593-616, August.
  25. Golob, Thomas F. & Bunch, David S. & Brownstone, David, 1997. "A Vehicle Use Forecasting Model Based on Revealed and Stated Vehicle Type Choice and Utilisation Data," University of California Transportation Center, Working Papers qt2x86k20c, University of California Transportation Center.
  26. Gillig, Dhazn & Woodward, Richard T. & Ozuna, Teofilo, Jr. & Griffin, Wade L., 2003. "Joint Estimation of Revealed and Stated Preference Data: An Application to Recreational Red Snapper Valuation," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 32(2), October.
  27. Maria A. Cunha-e-Sá & Maria M. Ducla-Soares & Luís C. Nunes & Philippe Polomé, 2004. "Consistency in Mixed Demand Systems: Contingent Valuation and Travel Cost Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 444-454.
  28. Hensher, David & Louviere, Jordan & Swait, Joffre, 1998. "Combining sources of preference data," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 197-221, November.
  29. Bergstrom, John C. & Jeff Teasley, R. & Ken Cordell, H. & Souter, Ray & English, Donald B. K., 1996. "Effects of Reservoir Aquatic Plant Management on Recreational Expenditures and Regional Economic Activity," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 28(02), pages 409-422, December.
  30. Therese Grijalva & Alok Bohara & Robert Berrens, 2003. "A seemingly unrelated Poisson model for revealed and stated preference data," Applied Economics Letters, Taylor & Francis Journals, vol. 10(7), pages 443-446.
  31. W. Douglass Shaw, 2002. "Testing the Validity of Contingent Behavior Trip Responses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(2), pages 401-414.
  32. Bockstael, N E & McConnell, K E, 1993. "Public Goods as Characteristics of Non-market Commodities," Economic Journal, Royal Economic Society, vol. 103(420), pages 1244-57, September.
  33. Loomis, John B., 1997. "Panel Estimators To Combine Revealed And Stated Preference Dichotomous Choice Data," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 22(02), December.
  34. Alan Randall, 1994. "Difficulty with the Travel Cost Method," Land Economics, University of Wisconsin Press, vol. 70(1), pages 88-96.
  35. Fujii, Satoshi & Gärling, Tommy, 2003. "Application of attitude theory for improved predictive accuracy of stated preference methods in travel demand analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(4), pages 389-402, May.
  36. Deborah Vaughn Nestor, 1998. "Policy Evaluation with Combined Actual and Contingent Response Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(2), pages 264-276.
  37. Layton, David F., 2000. "Random Coefficient Models for Stated Preference Surveys," Journal of Environmental Economics and Management, Elsevier, vol. 40(1), pages 21-36, July.
  38. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D., 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, june. pag.
  39. McKinley Blackburn & Glenn W. Harrison & E. Elisabet Rutström, 1994. "Statistical Bias Functions and Informative Hypothetical Surveys," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(5), pages 1084-1088.
  40. M. K. Haener & P. C. Boxall & W. L. Adamowicz, 2001. "Modeling Recreation Site Choice: Do Hypothetical Choices Reflect Actual Behavior?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 629-642.
  41. John C. Whitehead, 2004. "Environmental Risk and Averting Behavior: Predictive Validity of Revealed and Stated Preference Data," Working Papers 04-13, Department of Economics, Appalachian State University.
  42. Adamowicz, Wiktor L. & Louviere, J. & Willians, M., 1992. "Combining Revealed and Stated Preference Methods for Valuing Environmental Amenities," Staff Paper Series 232531, University of Alberta, Department of Resource Economics and Environmental Sociology.
  43. Herriges, Joseph A. & Kling, Catherine L., 1999. "Valuing Recreation and the Environment: Revealed Preference Methods in Theory and Practice, New Horizons in Environmental Economics," Staff General Research Papers 12330, Iowa State University, Department of Economics.
  44. Parsons, George R. & Jakus, Paul M. & Tomasi, Ted, 1999. "A Comparison of Welfare Estimates from Four Models for Linking Seasonal Recreational Trips to Multinomial Logit Models of Site Choice," Journal of Environmental Economics and Management, Elsevier, vol. 38(2), pages 143-157, September.
  45. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
  46. Huang, Ju-Chin & Haab, Timothy C. & Whitehead, John C., 2004. "Risk Valuation in the Presence of Risky Substitutes: An Application to Demand for Seafood," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 36(01), April.
  47. Adamowicz, Wiktor & Swait, Joffre & Boxall, Peter & Louviere, Jordan & Williams, Michael, 1997. "Perceptions versus Objective Measures of Environmental Quality in Combined Revealed and Stated Preference Models of Environmental Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 32(1), pages 65-84, January.
  48. Bryan J. Hubbell & Michele C. Marra & Gerald A. Carlson, 2000. "Estimating the Demand for a New Technology: Bt Cotton and Insecticide Policies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(1), pages 118-132.
  49. Champ, Patricia A. & Bishop, Richard C. & Brown, Thomas C. & McCollum, Daniel W., 1997. "Using Donation Mechanisms to Value Nonuse Benefits from Public Goods," Journal of Environmental Economics and Management, Elsevier, vol. 33(2), pages 151-162, June.
  50. John C. Whitehead, 1995. "Willingness to Pay for Quality Improvements: Comparative Statics and Interpretation of Contingent Valuation Results," Land Economics, University of Wisconsin Press, vol. 71(2), pages 207-215.
  51. Andrew S. Laughland & Wesley N. Musser & James S. Shortle & Lynn M. Musser, 1996. "Construct Validity of Averting Cost Measures of Environmental Benefits," Land Economics, University of Wisconsin Press, vol. 72(1), pages 100-112.
  52. Golob, Thomas F & Bunch, David S & Brownstone, David, 1997. "A Vehicle Use Forecasting Model Based on Revealed and Stated Vehicle Type Choice and Utilisation Data," University of California Transportation Center, Working Papers qt2bz335vw, University of California Transportation Center.
  53. Cameron, Trudy Ann & Shaw, W. Douglass & Ragland, Shannon E. & Callaway, J. Mac & Keefe, Sally, 1996. "Using Actual And Contingent Behavior Data With Differing Levels Of Time Aggregation To Model Recreation Demand," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 21(01), July.
  54. Nancy E. Bockstael & Ivar E. Strand, Jr., 1987. "The Effect of Common Sources of Regression Error on Benefit Estimates," Land Economics, University of Wisconsin Press, vol. 63(1), pages 11-20.
  55. Cooper, Joseph C., 1997. "Combining Actual And Contingent Behavior Data To Model Farmer Adoption Of Water Quality Protection Practices," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 22(01), July.
  56. John C. Whitehead, 2000. "“One Million Dollars a Mile? The Opportunity Costs of Hurricane Evacuation,”," Working Papers 0005, East Carolina University, Department of Economics.
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