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The value of air quality in housing markets: A comparative study of housing sale and rental markets in China

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  • Wang, Jianing
  • Lee, Chyi Lin

Abstract

Given air pollution has multidimensional adverse effects, the relation of air quality and housing markets have attracted increasing attention in the last few years, particularly in China. However, these studies mainly focus on the housing sale market and neglect another key housing market-the housing rental market. This paper aims to comprehend air quality's effects in China through a comparative view by quantifying the capitalised benefits of air quality improvement in housing sale prices and rents in 283 cities from 2014 to 2018. The empirical results show that renters and homebuyers do value air quality improvements, and their preferences for air quality are homogeneous. This supports the similarity of the environmental preferences hypothesis in which cleaner air is a type of environmental amenity to all residents, including both homebuyers and renters. The finding is robust to different submarkets in which both homebuyers and renters value air quality similarly in different regions. However, the impact of air quality varies across submarkets in that large and medium cities are more sensitive to air quality, while air quality shows little effects on small cities. The differences across cities highlight the significance of submarket analysis, and the policy implications are also discussed.

Suggested Citation

  • Wang, Jianing & Lee, Chyi Lin, 2022. "The value of air quality in housing markets: A comparative study of housing sale and rental markets in China," Energy Policy, Elsevier, vol. 160(C).
  • Handle: RePEc:eee:enepol:v:160:y:2022:i:c:s0301421521004675
    DOI: 10.1016/j.enpol.2021.112601
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    as
    1. Raymond B. Palmquist & Adis Israngkura, 1999. "Valuing Air Quality With Hedonic and Discrete Choice Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(5), pages 1128-1133.
    2. Myers, Erica, 2020. "Asymmetric information in residential rental markets: Implications for the energy efficiency gap," Journal of Public Economics, Elsevier, vol. 190(C).
    3. Piet Eichholtz & Nils Kok & John M. Quigley, 2013. "The Economics of Green Building," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 50-63, March.
    4. Koichiro Ito & Shuang Zhang, 2020. "Willingness to Pay for Clean Air: Evidence from Air Purifier Markets in China," Journal of Political Economy, University of Chicago Press, vol. 128(5), pages 1627-1672.
    5. Kazi Saiful Islam & Yasushi Asami, 2009. "Housing Market Segmentation: A Review," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 21(2†3), pages 93-109, July.
    6. Don Fullerton, 2011. "Six Distributional Effects of Environmental Policy," Risk Analysis, John Wiley & Sons, vol. 31(6), pages 923-929, June.
    7. Franz Fuerst & Patrick McAllister, 2011. "Green Noise or Green Value? Measuring the Effects of Environmental Certification on Office Values," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 39(1), pages 45-69, March.
    8. Mustapha Bangura & Chyi Lin Lee, 2020. "House price diffusion of housing submarkets in Greater Sydney," Housing Studies, Taylor & Francis Journals, vol. 35(6), pages 1110-1141, July.
    9. Coro Chasco & Julie Le Gallo, 2013. "The Impact of Objective and Subjective Measures of Air Quality and Noise on House Prices: A Multilevel Approach for Downtown Madrid," Economic Geography, Taylor & Francis Journals, vol. 89(2), pages 127-148, April.
    10. Atkinson, Scott E & Crocker, Thomas D, 1987. "A Bayesian Approach to Assessing the Robustness of Hedonic Property," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 2(1), pages 27-45, January.
    11. Chyi Lin Lee & Simon Stevenson & Ming‐Long Lee, 2018. "Low‐frequency volatility of real estate securities and macroeconomic risk," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(S1), pages 311-342, November.
    12. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    13. Michael Greenstone & Justin Gallagher, 2008. "Does Hazardous Waste Matter? Evidence from the Housing Market and the Superfund Program," The Quarterly Journal of Economics, Oxford University Press, vol. 123(3), pages 951-1003.
    14. Murdoch, James C. & Thayer, Mark A., 1988. "Hedonic price estimation of variable urban air quality," Journal of Environmental Economics and Management, Elsevier, vol. 15(2), pages 143-146, June.
    15. Boris A. Portnov, 2010. "Objective Vs. Perceived Air-Pollution As A Factor Of Housing Pricing: A Case Study Of The Greater Haifa Metropolitan Area," ERES eres2010_021, European Real Estate Society (ERES).
    16. 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.
    17. Steven C. Bourassa & Martin Hoesli & Elias Oikarinen, 2019. "Measuring House Price Bubbles," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 47(2), pages 534-563, June.
    18. Richard Reed, 2016. "The relationship between house prices and demographic variables," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 9(4), pages 520-537, October.
    19. Coro Chasco & Julie Le Gallo, 2015. "Heterogeneity in Perceptions of Noise and Air Pollution: A Spatial Quantile Approach on the City of Madrid," Spatial Economic Analysis, Taylor & Francis Journals, vol. 10(3), pages 317-343, September.
    20. Lavã N, Felipe Vã Squez & Dresdner, Jorge & Aguilar, Renato, 2011. "The value of air quality and crime in Chile: a hedonic wage approach," Environment and Development Economics, Cambridge University Press, vol. 16(3), pages 329-355, June.
    21. Chyi Lin Lee, 2014. "The inflation-hedging characteristics of Malaysian residential property," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 7(1), pages 61-75, February.
    22. Zheng, Siqi & Kahn, Matthew E. & Liu, Hongyu, 2010. "Towards a system of open cities in China: Home prices, FDI flows and air quality in 35 major cities," Regional Science and Urban Economics, Elsevier, vol. 40(1), pages 1-10, January.
    23. Denise DiPasquale & William C. Wheaton, 1992. "The Markets for Real Estate Assets and Space: A Conceptual Framework," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 20(2), pages 181-198, June.
    24. Efthymiou, D. & Antoniou, C., 2013. "How do transport infrastructure and policies affect house prices and rents? Evidence from Athens, Greece," Transportation Research Part A: Policy and Practice, Elsevier, vol. 52(C), pages 1-22.
    25. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    26. Phil Graves & James C. Murdoch & Mark A. Thayer & Don Waldman, 1988. "The Robustness of Hedonic Price Estimation: Urban Air Quality," Land Economics, University of Wisconsin Press, vol. 64(3), pages 220-233.
    27. Chyi Lin Lee & Richard G. Reed, 2014. "The Relationship between Housing Market Intervention for First-Time Buyers and House Price Volatility," Housing Studies, Taylor & Francis Journals, vol. 29(8), pages 1073-1095, November.
    28. Román Mínguez & José-María Montero & Gema Fernández-Avilés, 2013. "Measuring the impact of pollution on property prices in Madrid: objective versus subjective pollution indicators in spatial models," Journal of Geographical Systems, Springer, vol. 15(2), pages 169-191, April.
    29. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74, pages 132-132.
    30. Hitaj, Claudia & Lynch, Lori & McConnell, Kenneth E. & Tra, Constant I., 2018. "The Value of Ozone Air Quality Improvements to Renters: Evidence From Apartment Building Transactions in Los Angeles County," Ecological Economics, Elsevier, vol. 146(C), pages 706-721.
    31. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
    32. Tu, Meng & Zhang, Bing & Xu, Jianhua & Lu, Fangwen, 2020. "Mass media, information and demand for environmental quality: Evidence from the “Under the Dome”," Journal of Development Economics, Elsevier, vol. 143(C).
    33. Can Zou & Jun Tai & Li Chen & Yue Che, 2020. "An Environmental Justice Assessment of the Waste Treatment Facilities in Shanghai: Incorporating Counterfactual Decomposition into the Hedonic Price Model," Sustainability, MDPI, vol. 12(8), pages 1-12, April.
    34. Xuan Huang & Bruno Lanz, 2018. "The Value of Air Quality in Chinese Cities: Evidence from Labor and Property Market Outcomes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 71(4), pages 849-874, December.
    35. Liao, Liping & Du, Minzhe & Chen, Zhongfei, 2021. "Air pollution, health care use and medical costs: Evidence from China," Energy Economics, Elsevier, vol. 95(C).
    36. Chyi Lin Lee, 2017. "An examination of the risk-return relation in the Australian housing market," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 10(3), pages 431-449, June.
    37. 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.
    38. Md Abdullah Al-Masum & Chyi Lin Lee, 2019. "Modelling housing prices and market fundamentals: evidence from the Sydney housing market," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 12(4), pages 746-762, April.
    39. Nana Cui & Hengyu Gu & Tiyan Shen & Changchun Feng, 2018. "The Impact of Micro-Level Influencing Factors on Home Value: A Housing Price-Rent Comparison," Sustainability, MDPI, vol. 10(12), pages 1-23, November.
    40. Brookshire, David S, et al, 1982. "Valuing Public Goods: A Comparison of Survey and Hedonic Approaches," American Economic Review, American Economic Association, vol. 72(1), pages 165-177, March.
    41. repec:arz:wpaper:eres2010-021 is not listed on IDEAS
    42. Yusuf, Arief Anshory & Resosudarmo, Budy P., 2009. "Does clean air matter in developing countries' megacities? A hedonic price analysis of the Jakarta housing market, Indonesia," Ecological Economics, Elsevier, vol. 68(5), pages 1398-1407, March.
    43. Chen, Dengke & Chen, Shiyi, 2017. "Particulate air pollution and real estate valuation: Evidence from 286 Chinese prefecture-level cities over 2004–2013," Energy Policy, Elsevier, vol. 109(C), pages 884-897.
    44. Allen C. Goodman & Thomas G. Thibodeau, 2007. "The Spatial Proximity of Metropolitan Area Housing Submarkets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 35(2), pages 209-232, June.
    45. Lucas W. Davis, 2011. "The Effect of Power Plants on Local Housing Values and Rents," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1391-1402, November.
    46. Grainger, Corbett A., 2012. "The distributional effects of pollution regulations: Do renters fully pay for cleaner air?," Journal of Public Economics, Elsevier, vol. 96(9-10), pages 840-852.
    47. Harrison, David Jr. & Rubinfeld, Daniel L., 1978. "Hedonic housing prices and the demand for clean air," Journal of Environmental Economics and Management, Elsevier, vol. 5(1), pages 81-102, March.
    48. Melvin, Jesse, 2018. "The split incentives energy efficiency problem: Evidence of underinvestment by landlords," Energy Policy, Elsevier, vol. 115(C), pages 342-352.
    49. Tianzheng Zhang & Yingxiang Zeng & Yingjie Zhang & Yan Song & Hongxun Li, 2020. "The Heterogenous Demand for Urban Parks between Home Buyers and Renters: Evidence from Beijing," Sustainability, MDPI, vol. 12(21), pages 1-16, October.
    50. Phillips, Yvonne, 2012. "Landlords versus tenants: Information asymmetry and mismatched preferences for home energy efficiency," Energy Policy, Elsevier, vol. 45(C), pages 112-121.
    51. Jian Liang & Kang Mo Koo & Chyi Lin Lee, 2021. "Transportation infrastructure improvement and real estate value: impact of level crossing removal project on housing prices," Transportation, Springer, vol. 48(6), pages 2969-3011, December.
    52. Mingche M. Li & H. James Brown, 1980. "Micro-Neighborhood Externalities and Hedonic Housing Prices," Land Economics, University of Wisconsin Press, vol. 56(2), pages 125-141.
    53. Nelson, Jon P., 1978. "Residential choice, hedonic prices, and the demand for urban air quality," Journal of Urban Economics, Elsevier, vol. 5(3), pages 357-369, July.
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