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The Impact of Micro-Level Influencing Factors on Home Value: A Housing Price-Rent Comparison

Author

Listed:
  • Nana Cui

    (School of Government, Peking University, Beijing 100871, China)

  • Hengyu Gu

    (School of Government, Peking University, Beijing 100871, China)

  • Tiyan Shen

    (School of Government, Peking University, Beijing 100871, China)

  • Changchun Feng

    (College of Urban and Environmental Sciences, Peking University, Beijing 100871, China)

Abstract

The housing sales market in China has flourished and gained considerable interest, while the housing rental market has lagged behind and been ignored over the past two decades. With the acceleration of urbanization, the housing rental demand is rising rapidly. Exploring and comparing the influencing factors on housing sale prices and rental prices has significance for sustainable urban planning and management. Using house purchase transaction and rent transaction data in 2017, as well as the average housing price and rent data in 2016 in Beijing, China, this paper compares the spatial distribution and it employs the hedonic price model and quantile regression model to quantify the average and distributional effects of micro-level influencing factors on housing prices and housing rents. Results show that housing prices and housing rents both have a decentralized distribution with multiple centers, but rents of residential communities with high housing prices may not necessarily be high. Both homeowners and renters prefer properties with good structural, locational, and neighborhood characteristics, as well as a good school attendance zone, whereas they still differ in terms of preferences. Homeowners prefer a higher-quality living environment. Renters are more concerned with proximity to an employment center and public transit convenience. Moreover, the price premium of school quality for homeowners exceeds the premium for renters. Higher-priced homeowners or renters differ in the preferences from lower-priced homeowners or renters. Higher-priced homeowners and higher-priced renters are more willing to live in property with a larger number of bedrooms, proximity to a major employment center, park, or school, as well as a location in a school attendance zone with higher school quality.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:12:p:4343-:d:184717
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    as
    1. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    2. Linneman, Peter, 1980. "Some empirical results on the nature of the hedonic price function for the urban housing market," Journal of Urban Economics, Elsevier, vol. 8(1), pages 47-68, July.
    3. Edward L. Glaeser & Erzo F. P. Luttmer, 2003. "The Misallocation of Housing Under Rent Control," American Economic Review, American Economic Association, vol. 93(4), pages 1027-1046, September.
    4. Carroll, Thomas M & Clauretie, Terrence M & Jensen, Jeff, 1996. "Living Next to Godliness: Residential Property Values and Churches," The Journal of Real Estate Finance and Economics, Springer, vol. 12(3), pages 319-330, May.
    5. Hill, Robert J. & Syed, Iqbal A., 2016. "Hedonic price–rent ratios, user cost, and departures from equilibrium in the housing market," Regional Science and Urban Economics, Elsevier, vol. 56(C), pages 60-72.
    6. Cronin, David & McQuinn, Kieran, 2016. "Credit availability, macroprudential regulations and the house price-to-rent ratio," Journal of Policy Modeling, Elsevier, vol. 38(5), pages 971-984.
    7. Nan-Kuang Chen & Han-Liang Cheng, 2017. "House price to income ratio and fundamentals: Evidence on long-horizon forecastability," Pacific Economic Review, Wiley Blackwell, vol. 22(3), pages 293-311, August.
    8. Owusu-Edusei, Kwame & Espey, Molly & Lin, Huiyan, 2007. "Does Close Count? School Proximity, School Quality, and Residential Property Values," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 39(1), pages 211-221, April.
    9. 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.
    10. 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..
    11. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    12. Denton Marks, 1984. "The Effect of Rent Control on the Price of Rental Housing: An Hedonic Approach," Land Economics, University of Wisconsin Press, vol. 60(1), pages 81-94.
    13. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    14. Mitchell Polinsky, A. & Shavell, Steven, 1976. "Amenities and property values in a model of an urban area," Journal of Public Economics, Elsevier, vol. 5(1-2), pages 119-129.
    15. 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.
    16. Laferrere, Anne & Le Blanc, David, 2004. "How do housing allowances affect rents? An empirical analysis of the French case," Journal of Housing Economics, Elsevier, vol. 13(1), pages 36-67, March.
    17. Denton Marks, 1986. "The Effect of Rent Control on the Price of Rental Housing: Reply," Land Economics, University of Wisconsin Press, vol. 62(1), pages 106-109.
    18. Marianthi Stamou & Angelos Mimis & Antonis Rovolis, 2017. "House price determinants in Athens: a spatial econometric approach," Journal of Property Research, Taylor & Francis Journals, vol. 34(4), pages 269-284, October.
    19. 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.
    20. M. Fletcher & P. Gallimore & J. Mangan, 2000. "Heteroscedasticity in hedonic house price models," Journal of Property Research, Taylor & Francis Journals, vol. 17(2), pages 93-108, January.
    21. Dean Hanink & Robert Cromley & Avraham Ebenstein, 2012. "Spatial Variation in the Determinants of House Prices and Apartment Rents in China," The Journal of Real Estate Finance and Economics, Springer, vol. 45(2), pages 347-363, August.
    22. Dubé, Jean & Legros, Diègo & Thériault, Marius & Des Rosiers, François, 2014. "A spatial Difference-in-Differences estimator to evaluate the effect of change in public mass transit systems on house prices," Transportation Research Part B: Methodological, Elsevier, vol. 64(C), pages 24-40.
    23. Morris A. Davis & Andreas Lehnert & Robert F. Martin, 2008. "The Rent‐Price Ratio For The Aggregate Stock Of Owner‐Occupied Housing," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(2), pages 279-284, June.
    24. David Albouy, 2016. "What Are Cities Worth? Land Rents, Local Productivity, and the Total Value of Amenities," The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 477-487, July.
    25. Robin A. Dubin & Chein-Hsing Sung, 1987. "Spatial Variation in the Price of Housing: Rent Gradients in Non-Monocentric Cities," Urban Studies, Urban Studies Journal Limited, vol. 24(3), pages 193-204, June.
    26. John D. Benjamin & G. Stacy Sirmans, 1996. "Mass Transportation, Apartment Rent and Property Values," Journal of Real Estate Research, American Real Estate Society, vol. 12(1), pages 1-8.
    27. 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.
    28. 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.
    29. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    30. Bradford Case & John Clapp & Robin Dubin & Mauricio Rodriguez, 2004. "Modeling Spatial and Temporal House Price Patterns: A Comparison of Four Models," The Journal of Real Estate Finance and Economics, Springer, vol. 29(2), pages 167-191, September.
    31. Thomas J. Miceli & C. F. Sirmans, 2010. "Efficiency Rents: A New Theory of the Natural Vacancy Rate for Rental Housing," Working papers 2010-30, University of Connecticut, Department of Economics.
    32. 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.
    33. Eichholtz, Piet & Straetmans, Stefan & Theebe, Marcel, 2012. "The Amsterdam rent index: The housing market and the economy, 1550–1850," Journal of Housing Economics, Elsevier, vol. 21(4), pages 269-282.
    34. Or Levkovich & Jan Rouwendal & Ramona Marwijk, 2016. "The effects of highway development on housing prices," Transportation, Springer, vol. 43(2), pages 379-405, March.
    35. Ross, Stephen & Yinger, John, 1999. "Sorting and voting: A review of the literature on urban public finance," Handbook of Regional and Urban Economics, in: P. C. Cheshire & E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 3, chapter 47, pages 2001-2060, Elsevier.
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