Liu, Shuang and Stern, David I. (2008): A Meta-Analysis of Contingent Valuation Studies in Coastal and Near-Shore Marine Ecosystems.
Preview |
PDF
MPRA_paper_11608.pdf Download (510kB) | Preview |
Abstract
The ecosystem services provided by coastal and nearshore marine systems contribute significantly to human welfare. However, studies that document values of these services are widely scattered in the peer-reviewed literature. We collected 39 contingent valuation papers with 120 observations to conduct the first meta-analysis of the ecosystem service values provided by the coastal and nearshore marine systems. Our results show that over ¾ of the variation in Willingness to Pay (WTP) for coastal ecosystem services could be explained by variables in commodity, methodology, and study quality. We also used the meta-regression model to predict out-of-sample WTPs and the benefit transfer result showed that the overall average transfer error was 24%, with 40% of the sample having transfer errors of 10% or less, and only 2.5% of predictions having transfer errors of over 100%. Based on such results, one could argue that such meta-analyses can provide useful guidance regarding at least the general magnitudes of welfare effects. However, we also caution against the application of such a result in a broader context of benefit transfer as it is derived from a limited amount of data, and it may suffer from some degree of measurement error, generalization error, and publication selection error. Lastly, we discuss possible ways of minimizing these errors.
Item Type: | MPRA Paper |
---|---|
Original Title: | A Meta-Analysis of Contingent Valuation Studies in Coastal and Near-Shore Marine Ecosystems |
Language: | English |
Keywords: | Ecosystem services;valuation;meta-analysis;coastal |
Subjects: | Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q51 - Valuation of Environmental Effects Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q2 - Renewable Resources and Conservation > Q25 - Water Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q57 - Ecological Economics: Ecosystem Services ; Biodiversity Conservation ; Bioeconomics ; Industrial Ecology |
Item ID: | 11608 |
Depositing User: | David I. Stern |
Date Deposited: | 17 Nov 2008 00:42 |
Last Modified: | 30 Sep 2019 17:07 |
References: | Amiran, E. Y. and Hagen, D. A. 2003. Willingness to pay and willingness to accept: How much can they differ? American Economic Review, 93(1): 458-463. Barbier, E. B., Koch, E. W., Silliman, B. R., Hacker, S. D., Wolanski, E., Primavera, J., Granek, E. F., Polasky, S., Aswani, S., Cramer, L. A., Stoms, D. M., Kennedy, C. J., Bael, D., Kappel, C. V., Perillo, G. M. E. and Reed, D. J. 2008. Coastal ecosystem based management with nonlinear ecological functions and values. Science, 319: 321-323. Bateman, I. J., Cole, M. A., Georgiou, S. and Hadley D. J. 2006. Comparing contingent valuation and contingent ranking: A case study considering the benefits of urban river water quality improvements. Journal of Environmental Management, 79(3): 221-231. Bateman, I. J. and Jones, A. P. 2003. Contrasting conventional with multi-level modeling approaches to meta-analysis: Expectation consistency in UK woodland recreation values. Land Economics, 79(2): 235-258. Bergstrom, J. C. and Taylor, L. O. 2006. Using meta-analysis for benefits transfer: Theory and practice. Ecological Economics, 60(2): 351-360. Boyle, K. J., Poe, G. L. and Bergstrom, J. C .1994. What do we know about groundwater values - Preliminary implications from a meta-analysis of contingent-valuation studies. American Journal of Agricultural Economics, 76(5): 1055-1061. Brander, L. M., Florax, R. J. G. M. and Vermaat, J. E. 2006. The empirics of wetland valuation: A comprehensive summary and a meta-analysis of the literature. Environmental and Resource Economics 33(2): 223-250. Brookshire, D. S. and Neill, H. R. 1992. Benefit transfers - Conceptual and empirical issues. Water Resources Research, 28(3): 651-655. Brouwer, R., Langford, I. H., Bateman, I., Crowards, T. C. and Turner, K. 1997. A Meta-Analysis of Wetland Contingent Valuation Studies. Norwich: CSERGE, University of East Anglia. Brouwer, R. and Spaninks, F. A. 1999. The validity of environmental benefits transfer: Further empirical testing. Environmental and Resource Economics, 14(1): 95-117. Carson, R. T., Flores, N. E. and Meade, N. F. 2001. Contingent valuation: Controversies and evidence. Environmental and Resource Economics, 19(2): 173-210. Costanza, R., dArge, R., deGroot, R., Farber, S., Grasso, M., Hannon, B., Limburg, K., Naeem, S., ONeill, R. V., Paruelo, J., Raskin, R. G, Sutton, P. and van den Belt, M. 1997. The value of the world's ecosystem services and natural capital. Nature, 387(6630): 253-260. Costanza, R., Wilson M. A., Troy, A., Voinov, A., Liu S. and d’Agostino, J. 2007. The Value of New Jersey’s Ecosystem Services and Natural Capital. New Jersey Department of Environmental Protection. Desvousges, W. H., Johnson, F. R. and Banzhaf, H. S. 1998. Environmental Policy Analysis with Limited Information: Principles and Application of the Transfer Method. Cheltenham: Edward Elgar. Desvousges, W. H., Smith, V. K. and Fisher, A. 1987. Option price estimates for water quality improvements: A contingent valuation study for the Monongahela river. Journal of Environmental Economics and Management, 14(3): 248-267. EPA, U. S. 2000. Guidelines for Preparing Economic Analyses. EPA 240-R-00-003. . Washington, D.C., U.S. Environmental Protection Agency. Glass, G. V. 1976. Primary, secondary, and meta-analysis of research. Educational Researcher, 5: 3-8. Hoehn, J. P. 2006. Methods to address selection effects in the meta regression and transfer of ecosystem values. Ecological Economics, 60(2): 389-398. Horowitz, J. K. and McConnell, K. E. 2003. Willingness to accept, willingness to pay and the income effect. Journal of Economic Behavior and Organization, 51(4): 537-545. Johnston, R. J., Besedin, E. Y., Iovanna, R., Miller, C. J., Wardwell, R. F., Ranson, M.H. 2005. Systematic variation in willingness to pay for aquatic resource improvements and implications for benefit transfer: a meta-analysis. Canadian Journal of Agricultural Economics-Revue Canadienne d’ Agroeconomie, 53(2-3): 221-248. Kristrom, B. and Riera, P. 1996. Is the income elasticity of environmental improvements less than one? Environmental and Resource Economics, 7(1): 45-55. Loomis, J. B. and Rosenberger, R. S. 2006. Reducing barriers in future benefit transfers: Needed improvements in primary study design and reporting. Ecological Economics, 60(2): 343-350. Loomis, J. B. and White, D. S. 1996. Economic benefits of rare and endangered species: Summary and meta-analysis. Ecological Economics, 18(3): 197-206. Moeltner, K. et al. 2007. Meta-analysis and benefit transfer for resource valuation-addressing classical challenges with Bayesian modeling. Journal of Environmental Economics and Management, 53(2): 250-269. Piñeiro, G., Perelman, S., Guerschman, J. P. and Paruelo, J. M. 2008. How to evaluate models: Observed vs. predicted or predicted vs. observed. Ecological Modelling, 216: 316-322. Rollins, K. and Lyke, A. 1998. The case for diminishing marginal existence values. Journal of Environmental Economics and Management, 36(3): 324-344. Rosenberger, R. S. and Loomis, J. B. 2000. Benefit Transfer of Outdoor Recreation Use Values. USDA Forest Service. Rosenberger, R. S. and Stanley, T. D. 2006. Measurement, generalization, and publication: Sources of error in benefit transfers and their management. Ecological Economics, 60(2): 372-378. Schlapfer, F. 2006. Survey protocol and income effects in the contingent valuation of public goods: A meta-analysis. Ecological Economics, 57(3): 415-429. Shrestha, R. K. and Loomis, J. B. 2003. Meta-analytic benefit transfer of outdoor recreation economic values: Testing out-of-sample convergent validity. Environmental and Resource Economics, 25(1): 79-100. Smith, V. K. and Kaoru, Y. 1990. Signals or noise - explaining the variation in recreation benefit estimates. American Journal of Agricultural Economics, 72(2): 419-433. Smith, V. K. and Osborne, L. L. 1996. Do contingent valuation estimates pass a ''scope'' test? A meta-analysis. Journal of Environmental Economics and Management, 31(3): 287-301. Smith, V. K. and Pattanayak, S. K. 2002. Is meta-analysis a Noah's ark for non-market valuation? Environmental and Resource Economics, 22(1-2): 271-296. Spash, C. L. and Vatn, A. 2006. Transferring environmental value estimates: Issues and alternatives. Ecological Economics, 60: 379-388. Stanley, T. D. 2001. Wheat from chaff: Meta-analysis as quantitative literature review. Journal of Economic Perspectives, 15(3): 131-150. Stanley, T. D. 2005. Beyond publication bias. Journal of Economic Surveys, 19(3): 309-345. Stern, D. I. 1997. Limits to substitution and irreversibility in production and consumption: a neoclassical interpretation of ecological economics. Ecological Economics, 21: 197-215. Stevens, T. H., Belkner, R., Dennis, D., Kittredge, D. and Willis, C. 2000. Comparison of contingent valuation and conjoint analysis in ecosystem management. Ecological Economics, 32(1): 63-74. van den Bergh, J. C. J. M., Button, K. J. and Nijkamp, P. 1997. Meta-Analysis in Environmental Economics,. Kluwer Academic Publishers. Walsh, R. G., Johnson D. M. and McKean, J. R. 1989. Issues in nonmarket valuation and policy application: a retrospective glance. Western Journal of Agricultural Economics, 14: 178-188. Walsh, R. G., Johnson D. M. and McKean, J. R. 1992. Benefit transfer of outdoor recreation demand studies, 1968- 1988. Water Resources Research, 28(3): 707-713. Wilson, M. A. and Liu, S. 2008. Evaluating the non-market value of ecosystem goods and services provided by coastal and nearshore marine system. In: M. G. Patterson and B. C. Glavovic (Editors), The Ecological Economics of the Oceans and Coasts. Edward Elgar. Wilson, M. A. and Hoehn, J. P. 2006. Valuing environmental goods and services using benefit transfer: The state-of-the art and science. Ecological Economics, 60(2): 335-342. Woodward, R. T. and Wui, Y. S. 2001. The economic value of wetland services: a meta-analysis. Ecological Economics, 37: 257-270. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/11608 |
Available Versions of this Item
- A Meta-Analysis of Contingent Valuation Studies in Coastal and Near-Shore Marine Ecosystems. (deposited 17 Nov 2008 00:42) [Currently Displayed]