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Dynamic capitalization effects of educational facilities during different market stages: An empirical study in Hangzhou, China

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  • Xiao, Yue
  • Wen, Haizhen
  • Hui, Eddie C.M.
  • Zhou, Ganghua

Abstract

Educational facilities have influenced residents’ housing purchase decisions. Existing studies mainly constructed a cross-sectional model to obtain a static coefficient. However, the housing market in China experienced rapid development and significant fluctuations during the past decades. Such changes may influence homebuyers’ valuation of educational facilities over time. In addition, the preferences of households of high-, middle-, and low-priced housing on educational facilities over the market stage have rarely been studied. To fill the gaps, this paper utilized a dataset of the housing market in Hangzhou, China from 2007 to 2019, including comprehensive building, location, neighborhood and educational characteristics. The hedonic price model, spatial lag model, spatial error model and quantile regression model were constructed. Results show that the educational capitalization significantly changes over time, and is correlated with the market stage. The implicit value of the quality of primary and secondary schools and university accessibility consistently increases in a stable market, but shows different features in market expansion. Moreover, households of high-, middle-, and low-priced housing value educational facilities differently, which is also influenced by the market stage. Varying features are found in this social heterogeneity of educational capitalization in different market stages. This study enriches existing literature by measuring the variation in educational capitalization and its social heterogeneity during different market stages. Implications are provided for future educational policymaking under particular market circumstances.

Suggested Citation

  • Xiao, Yue & Wen, Haizhen & Hui, Eddie C.M. & Zhou, Ganghua, 2022. "Dynamic capitalization effects of educational facilities during different market stages: An empirical study in Hangzhou, China," Land Use Policy, Elsevier, vol. 122(C).
  • Handle: RePEc:eee:lauspo:v:122:y:2022:i:c:s0264837722003696
    DOI: 10.1016/j.landusepol.2022.106342
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    as
    1. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64(5), pages 416-416.
    2. Weimer, David L. & Wolkoff, Michael J., 2001. "School Performance and Housing Values: Using Non-Contiguous District and Incorporation Boundaries to Identify School Effects," National Tax Journal, National Tax Association;National Tax Journal, vol. 54(2), pages 231-254, June.
    3. Velma Zahirovic-Herbert & Swarn Chatterjee, 2012. "Historic Preservation and Residential Property Values: Evidence from Quantile Regression," Urban Studies, Urban Studies Journal Limited, vol. 49(2), pages 369-382, February.
    4. Stephen Machin, 2011. "Houses and Schools: Valuation of School Quality through then Housing Market - EALE 2010 Presidential Address," CEP Occasional Papers 29, Centre for Economic Performance, LSE.
    5. Koenker R. & Geling O., 2001. "Reappraising Medfly Longevity: A Quantile Regression Survival Analysis," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 458-468, June.
    6. Sandra E. Black, 1999. "Do Better Schools Matter? Parental Valuation of Elementary Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 577-599.
    7. Donald Vandegrift & Amanda Lockshiss & Michael Lahr, 2012. "Town versus Gown: The Effect of a College on Housing Prices and the Tax Base," Growth and Change, Wiley Blackwell, vol. 43(2), pages 304-334, June.
    8. David Brasington & Donald R. Haurin, 2006. "Educational Outcomes and House Values: A Test of the value added Approach," Journal of Regional Science, Wiley Blackwell, vol. 46(2), pages 245-268, May.
    9. La, Vincent, 2015. "Capitalization of school quality into housing prices: Evidence from Boston Public School district walk zones," Economics Letters, Elsevier, vol. 134(C), pages 102-106.
    10. Paul Cheshire & Stephen Sheppard, 2004. "Capitalising the Value of Free Schools: The Impact of Supply Characteristics and Uncertainty," Economic Journal, Royal Economic Society, vol. 114(499), pages 397-424, November.
    11. Clapp, John M. & Nanda, Anupam & Ross, Stephen L., 2008. "Which school attributes matter? The influence of school district performance and demographic composition on property values," Journal of Urban Economics, Elsevier, vol. 63(2), pages 451-466, March.
    12. Gibbons, Stephen & Machin, Stephen & Silva, Olmo, 2013. "Valuing school quality using boundary discontinuity," LSE Research Online Documents on Economics 45246, London School of Economics and Political Science, LSE Library.
    13. Gibbons, Stephen & Machin, Stephen & Silva, Olmo, 2013. "Valuing school quality using boundary discontinuities," Journal of Urban Economics, Elsevier, vol. 75(C), pages 15-28.
    14. Charles A. Towe & Constant I. Tra, 2019. "Hedonic analysis and time‐varying capitalization: An application using school quality," Journal of Regional Science, Wiley Blackwell, vol. 59(2), pages 250-280, March.
    15. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    16. Stuart Gabriel & Owen Hearey & Matthew E. Kahn & Ryan K. Vaughn, 2016. "Public School Quality Valuation Over the Business Cycle," NBER Working Papers 22668, National Bureau of Economic Research, Inc.
    17. Zabel, Jeffrey, 2015. "The hedonic model and the housing cycle," Regional Science and Urban Economics, Elsevier, vol. 54(C), pages 74-86.
    18. Downes, Thomas A. & Zabel, Jeffrey E., 2002. "The impact of school characteristics on house prices: Chicago 1987-1991," Journal of Urban Economics, Elsevier, vol. 52(1), pages 1-25, July.
    19. Weimer, David L. & Wolkoff, Michael J., 2001. "School Performance and Housing Values: Using Non-Contiguous District and Incorporation Boundaries to Identify School Effects," National Tax Journal, National Tax Association, vol. 54(n. 2), pages 231-54, June.
    20. Pagliara, Francesca & Papa, Enrica, 2011. "Urban rail systems investments: an analysis of the impacts on property values and residents’ location," Journal of Transport Geography, Elsevier, vol. 19(2), pages 200-211.
    21. Sunku Hahn & Tae-Hwan Kim & Minho Kim, 2012. "The influence of school quality on housing prices in Korea," Applied Economics, Taylor & Francis Journals, vol. 44(8), pages 1021-1023, March.
    22. David N. Figlio & Maurice E. Lucas, 2004. "What's in a Grade? School Report Cards and the Housing Market," American Economic Review, American Economic Association, vol. 94(3), pages 591-604, June.
    23. Du, Xuejun & Huang, Zhonghua, 2018. "Spatial and temporal effects of urban wetlands on housing prices: Evidence from Hangzhou, China," Land Use Policy, Elsevier, vol. 73(C), pages 290-298.
    24. 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..
    25. repec:bla:ecinqu:v:51:y:2013:i:3:p:1809-1828 is not listed on IDEAS
    26. Joachim Zietz & Emily Zietz & G. Sirmans, 2008. "Determinants of House Prices: A Quantile Regression Approach," The Journal of Real Estate Finance and Economics, Springer, vol. 37(4), pages 317-333, November.
    27. Machin, Stephen, 2011. "Houses and schools: Valuation of school quality through the housing market," Labour Economics, Elsevier, vol. 18(6), pages 723-729.
    28. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    29. Livy, Mitchell R., 2017. "The effect of local amenities on house price appreciation amid market shocks: The case of school quality," Journal of Housing Economics, Elsevier, vol. 36(C), pages 62-72.
    30. Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2010. "Which hedonic models can we trust to recover the marginal willingness to pay for environmental amenities?," Journal of Environmental Economics and Management, Elsevier, vol. 60(3), pages 145-160, November.
    31. Elena G. Irwin & P. Wilner Jeanty & Mark D. Partridge, 2014. "Amenity Values versus Land Constraints: The Spatial Effects of Natural Landscape Features on Housing Values," Land Economics, University of Wisconsin Press, vol. 90(1), pages 61-78.
    32. Hill Kulu, 2003. "Housing differences in the late Soviet city: the case of Tartu, Estonia," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 27(4), pages 897-911, December.
    33. Reback, Randall, 2005. "House prices and the provision of local public services: capitalization under school choice programs," Journal of Urban Economics, Elsevier, vol. 57(2), pages 275-301, March.
    34. Agarwal, Sumit & Rengarajan, Satyanarain & Sing, Tien Foo & Yang, Yang, 2016. "School allocation rules and housing prices: A quasi-experiment with school relocation events in Singapore," Regional Science and Urban Economics, Elsevier, vol. 58(C), pages 42-56.
    35. Zhang, Lei, 2016. "Flood hazards impact on neighborhood house prices: A spatial quantile regression analysis," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 12-19.
    36. Redfearn, Christian L., 2009. "How informative are average effects? Hedonic regression and amenity capitalization in complex urban housing markets," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 297-306, May.
    37. Oates, Wallace E, 1969. "The Effects of Property Taxes and Local Public Spending on Property Values: An Empirical Study of Tax Capitalization and the Tiebout Hypothesis," Journal of Political Economy, University of Chicago Press, vol. 77(6), pages 957-971, Nov./Dec..
    38. Feng, Hao & Lu, Ming, 2013. "School quality and housing prices: Empirical evidence from a natural experiment in Shanghai, China," Journal of Housing Economics, Elsevier, vol. 22(4), pages 291-307.
    39. John R. Logan & Yanjie Bian & Fuqin Bian, 1999. "Housing inequality in urban China in the 1990s," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 23(1), pages 7-25, March.
    40. Manning, Willard G. & Blumberg, Linda & Moulton, Lawrence H., 1995. "The demand for alcohol: The differential response to price," Journal of Health Economics, Elsevier, vol. 14(2), pages 123-148, June.
    41. Ed Ferrari & Mark A Green, 2013. "Travel to School and Housing Markets: A Case Study of Sheffield, England," Environment and Planning A, , vol. 45(11), pages 2771-2788, November.
    42. Nguyen-Hoang, Phuong & Yinger, John, 2011. "The capitalization of school quality into house values: A review," Journal of Housing Economics, Elsevier, vol. 20(1), pages 30-48, March.
    43. Brasington, David M. & Hite, Diane, 2012. "School choice and perceived school quality," Economics Letters, Elsevier, vol. 116(3), pages 451-453.
    44. Moshe Buchinsky, 1998. "The dynamics of changes in the female wage distribution in the USA: a quantile regression approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 1-30.
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