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Addressing dependency in the sportfishing valuation literature: Implications for meta-regression analysis and benefit transfer

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  • Vista, Arvin B.
  • Rosenberger, Randall S.

Abstract

Meta-regression analysis is a statistical summary or synthesis of a body of evidence. However, when primary studies provide more than one estimate, the presence of dependence in the metadata has implications for the statistical efficiency of estimated moderator variables. Previous meta-analyses have adjusted for within study dependence through ad hoc procedures (e.g., selecting one estimate per study and study average) or regression-based methods (e.g., weighted and panel data models). This paper defines dependency based on the underlying primary data (i.e., from the same sample) and examines the effect of different models and treatments on meta-regression estimation and implications for benefit transfer performance. The models are applied to the sportfishing literature that contains 140 papers providing 833 estimates of access values for fishing in the United States and Canada. The different methods of adjusting for dependency within the sportfishing metadata result in differences in the estimated model coefficients; hence, different transferred values and transfer errors.

Suggested Citation

  • Vista, Arvin B. & Rosenberger, Randall S., 2013. "Addressing dependency in the sportfishing valuation literature: Implications for meta-regression analysis and benefit transfer," Ecological Economics, Elsevier, vol. 96(C), pages 181-189.
    • Handle: RePEc:eee:ecolec:v:96:y:2013:i:c:p:181-189
    DOI: 10.1016/j.ecolecon.2013.10.016
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    References listed on IDEAS

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    1. Randall S. Rosenberger & Robert J. Johnston, 2009. "Selection Effects in Meta-Analysis and Benefit Transfer: Avoiding Unintended Consequences," Land Economics, University of Wisconsin Press, vol. 85(3), pages 410-428.
    2. Janusz R. Mrozek & Laura O. Taylor, 2002. "What determines the value of life? a meta-analysis," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 21(2), pages 253-270.
    3. Luke Brander & Raymond Florax & Jan Vermaat, 2006. "The Empirics of Wetland Valuation: A Comprehensive Summary and a Meta-Analysis of the Literature," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 33(2), pages 223-250, February.
    4. John Whitehead & Richard Aiken, 2007. "Temporal reliability of willingness to pay from the National Survey of Fishing, Hunting and Wildlife-Associated Recreation," Applied Economics, Taylor & Francis Journals, vol. 39(6), pages 777-786.
    5. 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.
    6. 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(3), pages 459-470, December.
    7. John C. Whitehead & Richard Aiken, 2000. "“An Analysis of Trends in Net Economic Values for Bass Fishing from the National Survey of Fishing, Hunting, and Wildlife-Associated Recreation,”," Working Papers 0007, East Carolina University, Department of Economics.
    8. Lindhjem, Henrik & Navrud, Ståle, 2008. "How reliable are meta-analyses for international benefit transfers?," Ecological Economics, Elsevier, vol. 66(2-3), pages 425-435, June.
    9. Adamowicz W. & Louviere J. & Williams M., 1994. "Combining Revealed and Stated Preference Methods for Valuing Environmental Amenities," Journal of Environmental Economics and Management, Elsevier, vol. 26(3), pages 271-292, May.
    10. Robert J. Johnston & Elena Y. Besedin & Richard Iovanna & Christopher J. Miller & Ryan F. Wardwell & Matthew H. Ranson, 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, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 53(2‐3), pages 221-248, June.
    11. 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(3), pages 1-12, December.
    12. Jon Nelson & Peter Kennedy, 2009. "The Use (and Abuse) of Meta-Analysis in Environmental and Natural Resource Economics: An Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(3), pages 345-377, March.
    13. Tim Jeppesen & John A. List & Henk Folmer, 2002. "Environmental Regulations and New Plant Location Decisions: Evidence from a Meta‐Analysis," Journal of Regional Science, Wiley Blackwell, vol. 42(1), pages 19-49, February.
    14. Robert J. Johnston & Joshua M. Duke, 2009. "Informing Preservation of Multifunctional Agriculture when Primary Research Is Unavailable: An Application of Meta-Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(5), pages 1353-1359.
    15. Raymond J.G.M. Florax & Peter Nijkamp & Kenneth G. Willis (ed.), 2002. "Comparative Environmental Economic Assessment," Books, Edward Elgar Publishing, number 1945.
    16. Loomis, John B. & Rosenberger, Randall S., 2006. "Reducing barriers in future benefit transfers: Needed improvements in primary study design and reporting," Ecological Economics, Elsevier, vol. 60(2), pages 343-350, December.
    17. Elizabeth J. Strong, 1983. "A Note on the Functional Form of Travel Cost Models with Zones of Unequal Populations," Land Economics, University of Wisconsin Press, vol. 59(3), pages 342-349.
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