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The effect of risk perception on willingness to pay for reductions in the health risks posed by particulate matter 2.5: A case study of Beijing, China

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  • Zhihua Xu
  • Jingzhu Shan

Abstract

Particulate air pollution is a serious problem and has received extensive attention in Beijing. The public might amplify the health risks because of the visibility and frequency of haze, potentially leading to anxiety and panic. Public risk perception might affect individual behaviors and their willingness to pay for improving air quality. We used contingent valuation method and psychometric paradigm to investigate public risk perception and elicit willingness to pay for reductions in the health risk posed by fine particulate matter 2.5 smaller than 2.5 microns in width in Beijing, China. The logit model results showed that the level of fear and four characteristics of risk perception—familiarity, scope of impact, relevance to individual, and voluntariness—had significant effects on respondents’ payment decision. The ordinary least squares model results showed the level of anxiety, anger, and satisfaction about the current situation and four characteristics of risk perception—scope of impact, overall risk, duration of effects, and controllability—had significant effects on the amount of willingness to pay.

Suggested Citation

  • Zhihua Xu & Jingzhu Shan, 2018. "The effect of risk perception on willingness to pay for reductions in the health risks posed by particulate matter 2.5: A case study of Beijing, China," Energy & Environment, , vol. 29(8), pages 1319-1337, December.
  • Handle: RePEc:sae:engenv:v:29:y:2018:i:8:p:1319-1337
    DOI: 10.1177/0958305X18776547
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    1. Siqi Zheng & Jing Cao & Matthew Kahn & Cong Sun, 2014. "Real Estate Valuation and Cross-Boundary Air Pollution Externalities: Evidence from Chinese Cities," The Journal of Real Estate Finance and Economics, Springer, vol. 48(3), pages 398-414, April.
    2. Nancy Kraus & Torbjörn Malmfors & Paul Slovic, 1992. "Intuitive Toxicology: Expert and Lay Judgments of Chemical Risks," Risk Analysis, John Wiley & Sons, vol. 12(2), pages 215-232, June.
    3. Fredrik Carlsson & Olof Johansson-Stenman, 2000. "Willingness to pay for improved air quality in Sweden," Applied Economics, Taylor & Francis Journals, vol. 32(6), pages 661-669.
    4. Alberini, Anna & Krupnick, Alan, 1998. "Air Quality and Episodes of Acute Respiratory Illness in Taiwan Cities: Evidence from Survey Data," Journal of Urban Economics, Elsevier, vol. 44(1), pages 68-92, July.
    5. Du, Xiaoyan & Mendelsohn, Robert O., 2011. "Estimating the value of the reduction in air pollution during the Beijing Olympics," Environment and Development Economics, Cambridge University Press, vol. 16(6), pages 735-749, December.
    6. Samuel D. Brody & B. Mitchell Peck & Wesley E. Highfield, 2004. "Examining Localized Patterns of Air Quality Perception in Texas: A Spatial and Statistical Analysis," Risk Analysis, John Wiley & Sons, vol. 24(6), pages 1561-1574, December.
    7. Ann Fisher, 1991. "Risk Communication Challenges," Risk Analysis, John Wiley & Sons, vol. 11(2), pages 173-179, June.
    8. Donfouet, Hermann Pythagore Pierre & Cook, Joseph & Jeanty, P. Wilner, 2015. "The economic value of improved air quality in urban Africa: a contingent valuation survey in Douala, Cameroon," Environment and Development Economics, Cambridge University Press, vol. 20(5), pages 630-649, October.
    9. Aiping Zhang & Linsheng Zhong & Yong Xu & Hui Wang & Lijuan Dang, 2015. "Tourists’ Perception of Haze Pollution and the Potential Impacts on Travel: Reshaping the Features of Tourism Seasonality in Beijing, China," Sustainability, MDPI, vol. 7(3), pages 1-18, February.
    10. Jijun Tan & Jinhua Zhao, 2014. "The Value of Clean Air in China: Evidence from Beijing and Shanghai," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 9(1), pages 109-137, March.
    11. An, Mark Y. & Roberto Ayala, 1995. "A Mixture Model of Willingness to Pay Distributions," Working Papers 95-21, Duke University, Department of Economics.
    12. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
    13. Donna M. Dosman & Wiktor L. Adamowicz & Steve E. Hrudey, 2001. "Socioeconomic Determinants of Health‐ and Food Safety‐Related Risk Perceptions," Risk Analysis, John Wiley & Sons, vol. 21(2), pages 307-318, April.
    14. Natina Yaduma & Mika Kortelainen & Ada Wossink, 2013. "Estimating Mortality and Economic Costs of Particulate Air Pollution in Developing Countries: The Case of Nigeria," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(3), pages 361-387, March.
    15. Mead, Robert W. & Brajer, Victor, 2005. "Protecting China's children: valuing the health impacts of reduced air pollution in Chinese cities," Environment and Development Economics, Cambridge University Press, vol. 10(6), pages 745-768, December.
    16. Sun, Chuanwang & Yuan, Xiang & Yao, Xin, 2016. "Social acceptance towards the air pollution in China: Evidence from public's willingness to pay for smog mitigation," Energy Policy, Elsevier, vol. 92(C), pages 313-324.
    17. James J. Heckman, 2007. "The Economics, Technology and Neuroscience of Human Capability Formation," NBER Working Papers 13195, National Bureau of Economic Research, Inc.
    18. Biel, Anders & Johansson-Stenman, Olof & Nilsson, Andreas, 2011. "The willingness to pay–willingness to accept gap revisited: The role of emotions and moral satisfaction," Journal of Economic Psychology, Elsevier, vol. 32(6), pages 908-917.
    19. Jeffrey K. Lazo & Jason C. Kinnell & Ann Fisher, 2000. "Expert and Layperson Perceptions of Ecosystem Risk," Risk Analysis, John Wiley & Sons, vol. 20(2), pages 179-194, April.
    20. An, Mark Yuying, 1996. "Semiparametric Estimation of Willingness to Pay Distributions," Working Papers 96-20, Duke University, Department of Economics.
    21. Mathilde Pascal & Magali Corso & Olivier Chanel & Christophe Declercq & Chiara Badaloni & Giulia Cesaroni & Susann Henschel & Kadri Meister & Daniela Haluza & Piedad Martin-Olmedo & Sylvia Medina, 2013. "Assessing the public health impacts of urban air pollution in 25 European cities: Results of the Aphekom project," Post-Print hal-01500894, HAL.
    22. Sudip Chattopadhyay, 1999. "Estimating the Demand for Air Quality: New Evidence Based on the Chicago Housing Market," Land Economics, University of Wisconsin Press, vol. 75(1), pages 22-38.
    23. Paul Slovic & Torbjörn Malmfors & Daniel Krewski & C. K. Mertz & Nancy Neil & Sheryl Bartlett, 1995. "Intuitive Toxicology. II. Expert and Lay Judgments of Chemical Risks in Canada," Risk Analysis, John Wiley & Sons, vol. 15(6), pages 661-675, December.
    24. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    25. Whittington, Dale & Hua Wang, 2000. "Willingness to pay for air quality improvements in Sofia, Bulgaria," Policy Research Working Paper Series 2280, The World Bank.
    26. William F. Barron & Joseph Liu & T. H. Lam & C. M. Wong & Jean Peters & Anthony Hedley, 1995. "Costs And Benefits Of Air Quality Improvement In Hong Kong," Contemporary Economic Policy, Western Economic Association International, vol. 13(4), pages 105-117, October.
    27. Pratt, John W & Zeckhauser, Richard J, 1996. "Willingness to Pay and the Distribution of Risk and Wealth," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 747-763, August.
    28. Kar H. Lim & Wuyang Hu & Leigh J. Maynard & Ellen Goddard, 2014. "A Taste for Safer Beef? How Much Does Consumers’ Perceived Risk Influence Willingness to Pay for Country‐of‐Origin Labeled Beef," Agribusiness, John Wiley & Sons, Ltd., vol. 30(1), pages 17-30, January.
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