Predicting Resource Policy Outcomes via Meta-Regression: Data Space, Model Space, and the Quest for 'Optimal Scope'
Resource-managing agencies are increasingly relying on secondary data to predict economic benefits for planned policy interventions. This `transfer of benefits' is often based on a quantitative synthesis of aggregate results for similar past interventions via Meta-Regression Models. However, this approach is generally plagued by the paucity of available studies and related small sample problems. A broadening of scope of the Meta-Regression Model by adding data from ``related, yet different" contexts or activities may circumvent these issues, but may not necessarily enhance the efficiency of transfer functions if the different contexts do not share policy-relevant parameters. We illustrate how different combinations of contexts can be interpreted as `data spaces' which can then be explored for the most promising transfer function using Bayesian Model Search techniques. Our results indicate that model-averaged benefit predictions for scope-augmented data spaces can be more robust and efficient than those flowing from the baseline context and data.
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Volume (Year): 8 (2008)
Issue (Month): 1 (August)
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- Kirchhoff, Stefanie & Colby, Bonnie G. & LaFrance, Jeffrey T., 1997. "Evaluating the Performance of Benefit Transfer: An Empirical Inquiry," Journal of Environmental Economics and Management, Elsevier, vol. 33(1), pages 75-93, May.
- Rosenberger, Randall S. & Loomis, John B., 2000. "Panel Stratification In Meta-Analysis Of Economic Studies: An Investigation Of Its Effects In The Recreation Valuation Literature," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 32(03), December.
- 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.
- Chib, Siddhartha, 2001. "Markov chain Monte Carlo methods: computation and inference," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 57, pages 3569-3649 Elsevier.
- Roy Brouwer & Frank Spaninks, 1999. "The Validity of Environmental Benefits Transfer: Further Empirical Testing," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 14(1), pages 95-117, July.
- John C. Bergstrom & Laura O. Taylor, "undated".
"Using Meta Analysis for Benefits Transfer: Theory and Practice,"
Experimental Economics Center Working Paper Series
2006-12, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
- Bergstrom, John C. & Taylor, Laura O., 2006. "Using meta-analysis for benefits transfer: Theory and practice," Ecological Economics, Elsevier, vol. 60(2), pages 351-360, December.
- Dunson, David B. & Xue, Ya & Carin, Lawrence, 2008. "The Matrix Stick-Breaking Process: Flexible Bayes Meta-Analysis," Journal of the American Statistical Association, American Statistical Association, vol. 103, pages 317-327, March.
- Kovacs, Kent F. & Larson, Douglas M., 2007.
"Identifying Individual Discount Rates and Valuing Public Open Space with Stated Preference Models,"
2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon TN
9743, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Kent F. Kovacs & Douglas M. Larson, 2008. "Identifying Individual Discount Rates and Valuing Public Open Space with Stated-Preference Models," Land Economics, University of Wisconsin Press, vol. 84(2), pages 209-224.
- John C. Bergstrom & Paul Civita, 1999. "Status of Benefits Transfer in the United States and Canada: A Review," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 47(1), pages 79-87, 03.
- Ian J. Bateman & Andrew P. Jones, 2003. "Contrasting Conventional with Multi-Level Modeling Approaches to Meta-Analysis: Expectation Consistency in U.K. Woodland Recreation Values," Land Economics, University of Wisconsin Press, vol. 79(2), pages 235-258.
- Ihlanfeldt, Keith R. & Taylor, Laura O., 2004. "Externality effects of small-scale hazardous waste sites: evidence from urban commercial property markets," Journal of Environmental Economics and Management, Elsevier, vol. 47(1), pages 117-139, January.
- Geweke, J, 1993. "Bayesian Treatment of the Independent Student- t Linear Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(S), pages 19-40, Suppl. De.
- Rosenberger, Randall S. & Loomis, John B., 2000. "Panel Stratification in Meta-Analysis of Economic Studies: An Investigation of Its Effects in the Recreation Valuation Literature," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 32(03), pages 459-470, December.
- Smith, V. Kerry & Poulos, Christine & Kim, Hyun, 2002. "Treating open space as an urban amenity," Resource and Energy Economics, Elsevier, vol. 24(1-2), pages 107-129, February.
- Kathleen Segerson, 1994. "The Benefits of Groundwater Protection: Discussion," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(5), pages 1076-1078.
- 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.
- George Van Houtven & John Powers & Amber Jessup & Jui-Chen Yang, 2006. "Valuing avoided morbidity using meta-regression analysis: what can health status measures and QALYs tell us about WTP?," Health Economics, John Wiley & Sons, Ltd., vol. 15(8), pages 775-795.
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