IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v12y2023i9p1660-d1224554.html
   My bibliography  Save this article

Valuing the Accessibility of Green Spaces in the Housing Market: A Spatial Hedonic Analysis in Shanghai, China

Author

Listed:
  • Shenglin Ben

    (International Business School, Zhejiang University, Haining 314400, China
    School of Management, Zhejiang University, Hangzhou 310058, China)

  • He Zhu

    (School of Management, Zhejiang University, Hangzhou 310058, China)

  • Jiajun Lu

    (International Business School, Zhejiang University, Haining 314400, China)

  • Renfeng Wang

    (School of Management, Zhejiang University, Hangzhou 310058, China)

Abstract

As a crucial determinant of urban livability, the importance of access to high-quality green spaces has long been recognized for achieving sustainable urbanization. In urban areas, higher values are usually placed in residential properties with higher accessibility to green spaces. Using housing transaction data from as many as 3388 residential communities in Shanghai coupled with high-resolution satellite data of urban green spaces, we comprehensively examine the relationship between residential property values and the accessibility of both community-owned and public green spaces. We find, in instrumental-variable estimations, that: (1) home prices, on average, increase by 0.17% if the overall green space accessibility rises by 1%; and that (2) a 1% increase in the green ratio within a community raises property values by 0.46%. Moreover, the number of accessible green spaces, area of accessible green spaces, and distance to the nearest green spaces have positive impacts on home values separately. We also find strong spatial dependence in urban green spaces and unobserved price determinants, as well as heterogeneity by location, property value, and housing type. Our empirical findings provide valuable guidance for real estate developers and local governments in valuing environmental amenities and urban planning in the context of a residential housing market.

Suggested Citation

  • Shenglin Ben & He Zhu & Jiajun Lu & Renfeng Wang, 2023. "Valuing the Accessibility of Green Spaces in the Housing Market: A Spatial Hedonic Analysis in Shanghai, China," Land, MDPI, vol. 12(9), pages 1-24, August.
  • Handle: RePEc:gam:jlands:v:12:y:2023:i:9:p:1660-:d:1224554
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/12/9/1660/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/12/9/1660/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Richard leBrasseur, 2023. "Citizen Sensing within Urban Greenspaces: Exploring Human Wellbeing Interactions in Deprived Communities of Glasgow," Land, MDPI, vol. 12(7), pages 1-24, July.
    2. Margot Lutzenhiser & Noelwah R. Netusil, 2001. "The Effect Of Open Spaces On A Home'S Sale Price," Contemporary Economic Policy, Western Economic Association International, vol. 19(3), pages 291-298, July.
    3. Fangyuan Liu & Kaili Chen & Tianzheng Zhang & Yingjie Zhang & Yan Song, 2022. "Will Good Service Quality Promote Real Estate Value? Evidence from Beijing, China," Land, MDPI, vol. 11(2), pages 1-18, January.
    4. Yiyi Chen & Colin A. Jones & Neil A. Dunse & Enquan Li & Ye Liu, 2023. "Housing Prices and the Characteristics of Nearby Green Space: Does Landscape Pattern Index Matter? Evidence from Metropolitan Area," Land, MDPI, vol. 12(2), pages 1-17, February.
    5. Luc Anselin & Nancy Lozano-Gracia, 2009. "Errors in variables and spatial effects in hedonic house price models of ambient air quality," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 5-34, Springer.
    6. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64(5), pages 416-416.
    7. Jingjing Luo & Shiyan Zhai & Genxin Song & Xinxin He & Hongquan Song & Jing Chen & Huan Liu & Yuke Feng, 2022. "Assessing Inequity in Green Space Exposure toward a “15-Minute City” in Zhengzhou, China: Using Deep Learning and Urban Big Data," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
    8. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    9. Stephen Gibbons & Susana Mourato & Guilherme Resende, 2014. "The Amenity Value of English Nature: A Hedonic Price Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 57(2), pages 175-196, February.
    10. Brent L. Mahan & BStephen Polasky & Richard M. Adams, 2000. "Valuing Urban Wetlands: A Property Price Approach," Land Economics, University of Wisconsin Press, vol. 76(1), pages 100-113.
    11. Do, A Quang & Grudnitski, Gary, 1995. "Golf Courses and Residential House Prices: An Empirical Examination," The Journal of Real Estate Finance and Economics, Springer, vol. 10(3), pages 261-270, May.
    12. Jones, M. & Reed, R.G., 2018. "Open space amenities and residential land use: An Australian perspective," Land Use Policy, Elsevier, vol. 75(C), pages 1-10.
    13. Jiancheng Lu & Xiaolong Luo & Ningning Yang & Yang Shen, 2021. "Multiple Pathways: The Influence Mechanism of Greenspace Exposure on Mental Health—A Case Study of Hangzhou, China," Land, MDPI, vol. 10(4), pages 1-17, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xueting Pan & Jialing Zhao, 2025. "Coupling Coordination Analysis and Spatiotemporal Heterogeneity Between Green Space Quality and Economic Development: A Case Study of the Yangtze River Delta in China," Sustainability, MDPI, vol. 17(5), pages 1-24, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. repec:rre:publsh:v:38:y:2008:i:1:p:29-44 is not listed on IDEAS
    2. GLUMAC Brano & HERRERA-GOMEZ Marcos & LICHERON Julien, 2018. "A residential land price index for Luxembourg: Dealing with the spatial dimension," LISER Working Paper Series 2018-07, Luxembourg Institute of Socio-Economic Research (LISER).
    3. Glumac, Brano & Herrera-Gomez, Marcos & Licheron, Julien, 2019. "A hedonic urban land price index," Land Use Policy, Elsevier, vol. 81(C), pages 802-812.
    4. Jane Turpie & Gwyneth Letley & Robynne Chyrstal & Stefan Corbella & Derek Stretch, 2017. "A Spatial Valuation of the Natural and Semi-Natural Open Space Areas in eThekwini Municipality," World Bank Publications - Reports 26765, The World Bank Group.
    5. James R. Meldrum, 2016. "Floodplain Price Impacts by Property Type in Boulder County, Colorado: Condominiums Versus Standalone Properties," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 64(4), pages 725-750, August.
    6. Paul Asabere & Forrest Huffman, 2009. "The Relative Impacts of Trails and Greenbelts on Home Price," The Journal of Real Estate Finance and Economics, Springer, vol. 38(4), pages 408-419, May.
    7. Anderson, Soren T. & West, Sarah E., 2006. "Open space, residential property values, and spatial context," Regional Science and Urban Economics, Elsevier, vol. 36(6), pages 773-789, November.
    8. Neil Metz, 2017. "Value for Open Space: Protection and Access Level," Growth and Change, Wiley Blackwell, vol. 48(1), pages 127-152, March.
    9. Noelwah R. Netusil, 2005. "The Effect of Environmental Zoning and Amenities on Property Values: Portland, Oregon," Land Economics, University of Wisconsin Press, vol. 81(2).
    10. Munro, Kirstin & Tolley, George, 2018. "Property values and tax rates near spent nuclear fuel storage," Energy Policy, Elsevier, vol. 123(C), pages 433-442.
    11. Tapsuwan, Sorada & Polyakov, Maksym & Bark, Rosalind & Nolan, Martin, 2015. "Valuing the Barmah–Millewa Forest and in stream river flows: A spatial heteroskedasticity and autocorrelation consistent (SHAC) approach," Ecological Economics, Elsevier, vol. 110(C), pages 98-105.
    12. Peng, Ying & Tian, Chuanhao & Wen, Haizhen, 2021. "How does school district adjustment affect housing prices: An empirical investigation from Hangzhou, China," China Economic Review, Elsevier, vol. 69(C).
    13. Provencher, Bill & Sarakinos, Helen & Meyer, Tanya, 2006. "Does Small Dam Removal Affect Local Property Values? An Empirical Analysis," Staff Papers 10280, University of Wisconsin-Madison, Department of Agricultural and Applied Economics.
    14. Cho, Seong-Hoon & Kim, Seung Gyu & Roberts, Roland K. & Jung, Suhyun, 2009. "Amenity values of spatial configurations of forest landscapes over space and time in the Southern Appalachian Highlands," Ecological Economics, Elsevier, vol. 68(10), pages 2646-2657, August.
    15. Dieter Pennerstorfer & Nora Schindler & Christoph Weiss & Biliana Yontcheva, 2020. "Income Inequality and Product Variety: Empirical Evidence," Economics working papers 2020-17, Department of Economics, Johannes Kepler University Linz, Austria.
    16. John P. Conley, 2024. "Information economies with taste diversity and bounded attention spans," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(3), pages 1175-1207, October.
    17. Steve P. Fraser & Marcus T. Allen, 2016. "The Effect of Appurtenant Golf Memberships on Residential Real Estate Prices," International Real Estate Review, Global Social Science Institute, vol. 19(2), pages 249-264.
    18. Frank F. Limehouse & Peter C. Melvin & Robert E. McCormick, 2010. "The Demand for Environmental Quality: An Application of Hedonic Pricing in Golf," Journal of Sports Economics, , vol. 11(3), pages 261-286, June.
    19. Masha Maslianskaia-Pautrel, 2013. "Hedonic Model with Discrete Consumer Heterogeneity and Horizontal Differentiated Housing," CEEES Paper Series CE3S-03/13, European University at St. Petersburg, Department of Economics.
    20. Mark Lubell & Richard C. Feiock & Edgar E. Ramirez De La Cruz, 2009. "Local Institutions and the Politics of Urban Growth," American Journal of Political Science, John Wiley & Sons, vol. 53(3), pages 649-665, July.
    21. Ay, Jean-Sauveur & Chakir, Raja & Marette, Stephan, 2014. "Does living close to a vineyard increase the willingness-to-pay for organic and local wine?," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 183075, European Association of Agricultural Economists.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jlands:v:12:y:2023:i:9:p:1660-:d:1224554. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.