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Willingness to pay for reduction in air pollution: a multilevel analysis

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  • Fredrik Carlsson
  • Peter Martinsson

Abstract

This paper presents the multilevel model approach to analyzing contingent valuation surveys of individuals’ willingness to pay for reductions in the level of air pollution. It is likely that individuals living in the same area are exposed to the same level of air pollution, and accordingly these individuals’ valuations of a reduction may be correlated. Thus, the data have a hierarchical structure with individuals clustered within regions, and this structure violates the general assumption of independence among observations. Multilevel models allow for this type of data structure. In this paper we analyze individuals’ stated willingness to pay in an open-ended contingent valuation survey for a reduction in the local level of air pollution in Sweden. The results suggest that most variations are among individuals. However, our results indicate that there are also variations at higher levels, which may be explained by homogeneous preferences for a reduction in air pollution among individuals living in the same household or region with a similar level of air pollution. Copyright Springer Japan 2001

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  • Fredrik Carlsson & Peter Martinsson, 2001. "Willingness to pay for reduction in air pollution: a multilevel analysis," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 4(1), pages 17-27, March.
    • Handle: RePEc:spr:envpol:v:4:y:2001:i:1:p:17-27
    DOI: 10.1007/BF03353969
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    1. Ian H. Langford & Ian J. Bateman & Andrew P. Jones & Hugh D. Langford & Stavros Georgiou, 1998. "Improved Estimation of Willingness to Pay in Dichotomous Choice Contingent Valuation Studies," Land Economics, University of Wisconsin Press, vol. 74(1), pages 65-75.
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    5. Bente Halvorsen & Kjartan Sœlensminde, 1998. "Differences between Willingness-to-Pay Estimates from Open-Ended and Discrete-Choice Contingent Valuation Methods: The Effects of Heteroscedasticity," Land Economics, University of Wisconsin Press, vol. 74(2), pages 262-282.
    6. Nigel Rice & Andrew Jones, 1997. "Multilevel models and health economics," Health Economics, John Wiley & Sons, Ltd., vol. 6(6), pages 561-575, November.
    7. Peter A. Diamond & Jerry A. Hausman, 1994. "Contingent Valuation: Is Some Number Better than No Number?," Journal of Economic Perspectives, American Economic Association, vol. 8(4), pages 45-64, Fall.
    8. Alberini, Anna & Cropper, Maureen & Fu, Tsu-Tan & Krupnick, Alan & Liu, Jin-Tan & Shaw, Daigee & Harrington, Winston, 1997. "Valuing Health Effects of Air Pollution in Developing Countries: The Case of Taiwan," Journal of Environmental Economics and Management, Elsevier, vol. 34(2), pages 107-126, October.
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