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Spatiotemporal Effects of Main Impact Factors on Residential Land Price in Major Cities of China

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  • Shengfu Yang

    (Department of Land Resources Management, China University of Geosciences (CUG), Wuhan 430074, China
    Department of Geography, Center for Environmental Sciences and Engineering, University of Connecticut, 215 Glenbrook Rd, Unit 4148, Storrs, CT 06269, USA)

  • Shougeng Hu

    (Department of Land Resources Management, China University of Geosciences (CUG), Wuhan 430074, China
    Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China)

  • Weidong Li

    (Department of Geography, Center for Environmental Sciences and Engineering, University of Connecticut, 215 Glenbrook Rd, Unit 4148, Storrs, CT 06269, USA)

  • Chuanrong Zhang

    (Department of Geography, Center for Environmental Sciences and Engineering, University of Connecticut, 215 Glenbrook Rd, Unit 4148, Storrs, CT 06269, USA)

  • José A. Torres

    (Department of Geography and Environmental Studies, Central Michigan University, 1200 S. Franklin St., Mt Pleasant, MI 48859, USA)

Abstract

With the rapid development of land marketization in China, the spatial patterns of residential land prices in different regions have become increasingly complicated. The very high and continuously rising residential land prices in many cities are causing significant challenges to economic development and social stability. Yet, there has only been a limited amount of attempts made to model and analyze the regional dynamic changes of residential land price systematically, especially in term of the spatially varying effects of key demographic and economic factors. In this study we provided a perspective analysis of the changes of residential land prices in 2008, 2011 and 2014 based on the land price monitoring records of 105 cities and then conducted a geographically weighted regression (GWR) analysis on the relationships between residential land price and three major impact factors (i.e., immigrant population, gross domestic product (GDP) and investment in residential buildings). Results show that the areas in which GDP had relatively strong positive impacts on residential land price expanded with time. The negative effects of immigrant population on residential land price were mainly concentrated in the cities around the Bohai Rim and the area with negative effects gradually shrank in the three studied years. Conversely, the areas with negative correlation between investment in residential buildings and residential land price gradually expanded in size over time. A geographical detector was used to examine the relative importance of factors to residential land price. It was found that the GDP had more significant influence on residential land price than other factors and the influence of the three factors to overall variation in residential land price increased over the three studied years. These results underscore the importance of taking spatially varying effects of major driving factors into account in policy-making on regional land market.

Suggested Citation

  • Shengfu Yang & Shougeng Hu & Weidong Li & Chuanrong Zhang & José A. Torres, 2017. "Spatiotemporal Effects of Main Impact Factors on Residential Land Price in Major Cities of China," Sustainability, MDPI, vol. 9(11), pages 1-16, November.
    • Handle: RePEc:gam:jsusta:v:9:y:2017:i:11:p:2050-:d:118040
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    References listed on IDEAS

    as
    1. Saiz, Albert, 2007. "Immigration and housing rents in American cities," Journal of Urban Economics, Elsevier, vol. 61(2), pages 345-371, March.
    2. Gao Lu Zou & Kwong Wing Chau, 2015. "Determinants and Sustainability of House Prices: The Case of Shanghai, China," Sustainability, MDPI, vol. 7(4), pages 1-25, April.
    3. Daniel C. Quan & Sheridan Titman, 1999. "Do Real Estate Prices and Stock Prices Move Together? An International Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(2), pages 183-207, June.
    4. Wu, Jing & Gyourko, Joseph & Deng, Yongheng, 2016. "Evaluating the risk of Chinese housing markets: What we know and what we need to know," China Economic Review, Elsevier, vol. 39(C), pages 91-114.
    5. Mike Gillen & Peter Fisher, 2002. "Residential developer behaviour in land price determination," Journal of Property Research, Taylor & Francis Journals, vol. 19(1), pages 39-59.
    6. Antonio Páez & Steven Farber & David Wheeler, 2011. "A Simulation-Based Study of Geographically Weighted Regression as a Method for Investigating Spatially Varying Relationships," Environment and Planning A, , vol. 43(12), pages 2992-3010, December.
    7. Wang, Ren & Hou, Jie & He, Xiaobei, 2017. "Real estate price and heterogeneous investment behavior in China," Economic Modelling, Elsevier, vol. 60(C), pages 271-280.
    8. Du, Jinfeng & Peiser, Richard B., 2014. "Land supply, pricing and local governments' land hoarding in China," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 180-189.
    9. Yang Song, 2016. "Hukou-based labour market discrimination and ownership structure in urban China," Urban Studies, Urban Studies Journal Limited, vol. 53(8), pages 1657-1673, June.
    10. Cohen, Jeffrey P. & Ioannides, Yannis M. & (Wirathip) Thanapisitikul, Win, 2016. "Spatial effects and house price dynamics in the USA," Journal of Housing Economics, Elsevier, vol. 31(C), pages 1-13.
    11. Katz, Lawrence & Rosen, Kenneth T, 1987. "The Interjurisdictional Effects of Growth Controls on Housing Prices," Journal of Law and Economics, University of Chicago Press, vol. 30(1), pages 149-160, April.
    12. Bischoff, Oliver, 2012. "Explaining regional variation in equilibrium real estate prices and income," Journal of Housing Economics, Elsevier, vol. 21(1), pages 1-15.
    13. Bourassa, Steven C. & Hoesli, Martin & Scognamiglio, Donato & Zhang, Sumei, 2011. "Land leverage and house prices," Regional Science and Urban Economics, Elsevier, vol. 41(2), pages 134-144, March.
    14. Henry O. Pollakowski & Susan M. Wachter, 1990. "The Effects of Land-Use Constraints on Housing Prices," Land Economics, University of Wisconsin Press, vol. 66(3), pages 315-324.
    15. Joan Costa-i-Font & Eduardo Rodriguez-Oreggia, 2005. "Is the Impact of Public Investment Neutral Across the Regional Income Distribution? Evidence from Mexico," Economic Geography, Taylor & Francis Journals, vol. 81(3), pages 305-322, July.
    16. John R. Ottensmann, 1977. "Urban Sprawl, Land Values and the Density of Development," Land Economics, University of Wisconsin Press, vol. 53(4), pages 389-400.
    17. Edward Glaeser & Wei Huang & Yueran Ma & Andrei Shleifer, 2017. "A Real Estate Boom with Chinese Characteristics," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 93-116, Winter.
    18. Rose, Louis A., 1989. "Urban land supply: Natural and contrived restrictions," Journal of Urban Economics, Elsevier, vol. 25(3), pages 325-345, May.
    19. Perry Burnett, 2016. "Land Use Regulations and Regional Economic Development," Land Economics, University of Wisconsin Press, vol. 92(2), pages 237-255.
    20. Afridi, Farzana & Li, Sherry Xin & Ren, Yufei, 2015. "Social identity and inequality: The impact of China's hukou system," Journal of Public Economics, Elsevier, vol. 123(C), pages 17-29.
    21. Michael J. Potepan, 1996. "Explaining Intermetropolitan Variation in Housing Prices, Rents and Land Prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 24(2), pages 219-245.
    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. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    24. Arno Vlist & Daniel Czamanski & Henk Folmer, 2011. "Immigration and urban housing market dynamics: the case of Haifa," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 47(3), pages 585-598, December.
    25. Fengyun Liu & Shuji Matsuno & Reza Malekian & Jin Yu & Zhixiong Li, 2016. "A Vector Auto Regression Model Applied to Real Estate Development Investment: A Statistic Analysis," Sustainability, MDPI, vol. 8(11), pages 1-19, October.
    26. Paciorek, Andrew, 2013. "Supply constraints and housing market dynamics," Journal of Urban Economics, Elsevier, vol. 77(C), pages 11-26.
    27. Ihlanfeldt, Keith R., 2007. "The effect of land use regulation on housing and land prices," Journal of Urban Economics, Elsevier, vol. 61(3), pages 420-435, May.
    28. Coulson, N. Edward & Tang, Mingzhe, 2013. "Institutional and demographic influences on the presence, scale and geographic scope of individual Chinese real estate investment," Regional Science and Urban Economics, Elsevier, vol. 43(2), pages 187-196.
    29. John M. Clapp, 2004. "A Semiparametric Method for Estimating Local House Price Indices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(1), pages 127-160, March.
    30. Clapp, John M. & Salavei, Katsiaryna, 2010. "Hedonic pricing with redevelopment options: A new approach to estimating depreciation effects," Journal of Urban Economics, Elsevier, vol. 67(3), pages 362-377, May.
    31. Chihiro Shimizu, 2014. "Estimation of Hedonic Single-Family House Price Function Considering Neighborhood Effect Variables," Sustainability, MDPI, vol. 6(5), pages 1-15, May.
    32. Rui Wang, 2009. "The Structure of Chinese Urban Land Prices: Estimates from Benchmark Land Price Data," The Journal of Real Estate Finance and Economics, Springer, vol. 39(1), pages 24-38, July.
    33. Richard Voith, 2001. "How responsive is the demand for residential land to changes in its price?," Business Review, Federal Reserve Bank of Philadelphia, issue Q3, pages 33-40.
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