IDEAS home Printed from https://ideas.repec.org/a/eee/deveco/v141y2019ics0304387818309520.html
   My bibliography  Save this article

Valuing the urban hukou in China: Evidence from a regression discontinuity design for housing prices

Author

Listed:
  • Chen, Yu
  • Shi, Shaobin
  • Tang, Yugang

Abstract

This paper explores the demand side of hukou (household registration) acquisition in China by estimating the market valuation of urban hukou. Based on Jinan City’s acquiring the hukousby purchasinghouses policy, this paper uses houses with a floor area slightly larger and slightly smaller than the minimum required as the treatment and control groups, respectively, to implement a regression discontinuity design. The results show that residents’ willingness to pay for urban hukou in Jinan City was approximately 90,000–126,000 yuan in 2017. We also find great heterogeneity in different housing submarkets; the value of hukou is much higher in immigrant-dominated housing markets and top primary school districts. Our findings are robust to parametric and nonparametric estimates and different model specifications. We perform falsification tests by assuming a false policy introduction date and placebo tests based on rental data. Our analysis offers insights for hukou system reform and public services provision.

Suggested Citation

  • Chen, Yu & Shi, Shaobin & Tang, Yugang, 2019. "Valuing the urban hukou in China: Evidence from a regression discontinuity design for housing prices," Journal of Development Economics, Elsevier, vol. 141(C).
  • Handle: RePEc:eee:deveco:v:141:y:2019:i:c:s0304387818309520
    DOI: 10.1016/j.jdeveco.2019.102381
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304387818309520
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jdeveco.2019.102381?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    4. Gibbons, Stephen & Machin, Stephen & Silva, Olmo, 2013. "Valuing school quality using boundary discontinuities," Journal of Urban Economics, Elsevier, vol. 75(C), pages 15-28.
    5. 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.
    6. Pope, Jaren C., 2008. "Buyer information and the hedonic: The impact of a seller disclosure on the implicit price for airport noise," Journal of Urban Economics, Elsevier, vol. 63(2), pages 498-516, March.
    7. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    8. Andreyeva, Elena & Patrick, Carlianne, 2017. "Paying for priority in school choice: Capitalization effects of charter school admission zones," Journal of Urban Economics, Elsevier, vol. 100(C), pages 19-32.
    9. Linda T. M. Bui & Christopher J. Mayer, 2003. "Regulation and Capitalization of Environmental Amenities: Evidence from the Toxic Release Inventory in Massachusetts," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 693-708, August.
    10. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 17(2), pages 372-404, June.
    11. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    12. Leigh Linden & Jonah E. Rockoff, 2008. "Estimates of the Impact of Crime Risk on Property Values from Megan's Laws," American Economic Review, American Economic Association, vol. 98(3), pages 1103-1127, June.
    13. Pope, Jaren C., 2008. "Fear of crime and housing prices: Household reactions to sex offender registries," Journal of Urban Economics, Elsevier, vol. 64(3), pages 601-614, November.
    14. Ted Gayer & James T. Hamilton & W. Kip Viscusi, 2000. "Private Values Of Risk Tradeoffs At Superfund Sites: Housing Market Evidence On Learning About Risk," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 439-451, August.
    15. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Manipulation testing based on density discontinuity," Stata Journal, StataCorp LP, vol. 18(1), pages 234-261, 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. Li, Jianglong & Ma, Xiaoming, 2024. "Government-to-government peer pressure and air pollution: Causal evidence from an environmental ranking policy in China," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 123-143.
    2. Shao, Shuai & Tian, Zhihua & Zhang, Yan & Li, Baoli, 2023. "The housing status and two-child fertility willingness of floating population: Evidence from the Chinese General Social Survey," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 247-266.
    3. Moon Joon Kim & Xiaolin Xie & Xiaochen Zhang, 2021. "How Does an Environmental Amenity Attract Voluntary Migrants? Evidence from Ambient Air Quality in China," Sustainability, MDPI, vol. 13(12), pages 1-19, June.
    4. David Wuepper & Robert Finger, 2023. "Regression discontinuity designs in agricultural and environmental economics," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(1), pages 1-28.
    5. Xinqi Lin & Meng Lei & Xin Wang, 2023. "How Platform Economic Dependence Leads to Long Working Time: The Role of Work Pressure and Platform HRM Practices," Sustainability, MDPI, vol. 15(16), pages 1-18, August.
    6. Wang, Yan & Conesa, Juan Carlos, 2022. "The role of demographics and migration for the future of economic growth in China," European Economic Review, Elsevier, vol. 144(C).
    7. Mats Wilhelmsson, 2022. "About the Importance of Planning the Location of Recycling Stations in the Urban Context," Sustainability, MDPI, vol. 14(13), pages 1-18, June.
    8. Liu, Qi & Liu, Shilei & Liu, Zhaoyang & Xu, Jintao & Kontoleon, Andreas, 2024. "A regression discontinuity assessment of the differential impacts of China’s Natural Forest Protection Program across forestland property right regimes," EfD Discussion Paper 24-10, Environment for Development, University of Gothenburg.
    9. Qiu, Huanguang & Hong, Junqiao & Wang, Xiangrui & Filipski, Mateusz, 2021. "Home Sweet Home: Impacts of Living Conditions on Rural-Urban Labor Migration Using Evidence from a Housing Lottery," 2021 Conference, August 17-31, 2021, Virtual 315308, International Association of Agricultural Economists.
    10. Yang Yang, 2023. "Hukou Identity and Economic Behaviours: A Social Identity Perspective," Erudite Ph.D Dissertations, Erudite, number ph23-02 edited by Catherine Bros & Julie Lochard.
    11. Qiu, Huanguang & Hong, Junqiao & Wang, Xiangrui & Filipski, Mateusz, 2024. "Home sweet home: Impacts of living conditions on worker migration with evidence from randomized resettlement in China," Journal of Economic Behavior & Organization, Elsevier, vol. 220(C), pages 558-583.
    12. Feng, Jin & Xie, Qiang & Zhang, Xiaohan, 2021. "Trade liberalization and the health of working-age adults: Evidence from China," World Development, Elsevier, vol. 139(C).
    13. Dai, Fengyan & Xu, Lei & Zhu, Yu, 2022. "Higher education expansion and supply of teachers in China," China Economic Review, Elsevier, vol. 71(C).
    14. Guowen Chen & Stephen B. DeLoach & T. M. Tonmoy Islam, 2023. "Precautionary savings and rural‐to‐urban migration: Evidence from Chinese hukou status," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1215-1233, October.
    15. Shao, Shuai & Li, Baoli & Fan, Meiting & Yang, Lili, 2021. "How does labor transfer affect environmental pollution in rural China? Evidence from a survey," Energy Economics, Elsevier, vol. 102(C).
    16. Le Wen & Krishna P. Paudel & Youhua Chen & Qinying He, 2021. "Urban segregation and consumption inequality: Does hukou conversion matter in China?," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2298-2322, November.
    17. Junhua Chen & Shufan Ma & Na Liu, 2023. "Multi-dimensional Housing Inequality Index: The Provincial Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(2), pages 633-654, January.
    18. Fang, Guanfu & Zhu, Ying, 2022. "Long-term impacts of school nutrition: Evidence from China’s school meal reform," World Development, Elsevier, vol. 153(C).
    19. Tang, Yugang & Chen, Meng-Wei & Zhang, Hehe, 2024. "A study on the benefit incidence of a place-based education fee reduction program: Evidence from a local housing market in China," Regional Science and Urban Economics, Elsevier, vol. 106(C).

    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. Steve Gibbons & Stephan Heblich & Esther Lho & Christopher Timmins, 2016. "Fear of Fracking? The Impact of the Shale Gas Exploration on House Prices in Britain," SERC Discussion Papers 0207, Centre for Economic Performance, LSE.
    2. Erasmo Giambona & Rafael P. Ribas, 2023. "Unveiling the Price of Obscenity: Evidence From Closing Prostitution Windows in Amsterdam," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(3), pages 677-705, June.
    3. Gibbons, Stephen & Heblich, Stephan & Timmins, Christopher, 2021. "Market tremors: Shale gas exploration, earthquakes, and their impact on house prices," Journal of Urban Economics, Elsevier, vol. 122(C).
    4. Christopher F. Parmeter & Jaren C. Pope, 2013. "Quasi-experiments and hedonic property value methods," Chapters, in: John A. List & Michael K. Price (ed.), Handbook on Experimental Economics and the Environment, chapter 1, pages 3-66, Edward Elgar Publishing.
    5. Muñoz-Morales, Juan & Singh, Ruchi, 2023. "Do school shootings erode property values?," Regional Science and Urban Economics, Elsevier, vol. 98(C).
    6. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    7. Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015. "The Housing Market Impacts of Shale Gas Development," American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
    8. Bishop, Kelly C. & Timmins, Christopher, 2019. "Estimating the marginal willingness to pay function without instrumental variables," Journal of Urban Economics, Elsevier, vol. 109(C), pages 66-83.
    9. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    10. Brian Beach & Daniel B. Jones & Tate Twinam & Randall Walsh, 2018. "Minority Representation in Local Government," NBER Working Papers 25192, National Bureau of Economic Research, Inc.
    11. Tang, Cheng Keat & Le, Thao, 2023. "Crime risk and housing values: Evidence from the gun offender registry," Journal of Urban Economics, Elsevier, vol. 134(C).
    12. Ahlfeldt, Gabriel M. & Nitsch, Volker & Wendland, Nicolai, 2019. "Ease vs. noise: Long-run changes in the value of transport (dis)amenities," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    13. Tang, Cheng Keat, 2021. "The Cost of Traffic: Evidence from the London Congestion Charge," Journal of Urban Economics, Elsevier, vol. 121(C).
    14. Bonfim, Diana & Custódio, Cláudia & Raposo, Clara, 2023. "Supporting small firms through recessions and recoveries," Journal of Financial Economics, Elsevier, vol. 147(3), pages 658-688.
    15. Xuejuan Su & Huayi Yu, 2022. "Valuing elementary schools: evidence from public school acquisitions in Beijing," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(4), pages 1117-1141, October.
    16. Doko Tchatoka, Firmin & Varvaris, Vanessa, 2021. "Neighbourhood, school zoning and the housing market: Evidence from New South Wales," Journal of Housing Economics, Elsevier, vol. 54(C).
    17. Vanessa Cirulli & Giuliano Resce & Marco Ventura, 2024. "Co-payment exemption and healthcare consumption: quasi-experimental evidence from Italy," Empirical Economics, Springer, vol. 67(1), pages 355-380, July.
    18. Stefan Boes & Stephan N�esch, 2009. "New Flight Regimes and Exposure to Aircraft Noise: Identifying Housing Price Effects Using a Ratio-of-Ratios Approach," SOI - Working Papers 0906, Socioeconomic Institute - University of Zurich.
    19. Kuminoff, Nicolai V. & Jarrah, Abdul Salam, 2010. "A new approach to computing hedonic equilibria and investigating the properties of locational sorting models," Journal of Urban Economics, Elsevier, vol. 67(3), pages 322-335, May.
    20. D’Inverno, Giovanna & Smet, Mike & De Witte, Kristof, 2021. "Impact evaluation in a multi-input multi-output setting: Evidence on the effect of additional resources for schools," European Journal of Operational Research, Elsevier, vol. 290(3), pages 1111-1124.

    More about this item

    Keywords

    Hukou system; Willingness to pay for hukous; Acquiring hukous by purchasing houses; Regression discontinuity design;
    All these keywords.

    JEL classification:

    • P25 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Urban, Rural, and Regional Economics
    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • R38 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Government Policy
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

    Statistics

    Access and download statistics

    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:eee:deveco:v:141:y:2019:i:c:s0304387818309520. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/devec .

    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.