IDEAS home Printed from https://ideas.repec.org/p/unm/unumer/2013061.html
   My bibliography  Save this paper

Ethnic segregation and heterogeneous preferences of homeowners for housing and neighbourhood characteristics : evidence from the Netherlands

Author

Listed:
  • Ong C.
  • Witte K. de

    (UNU-MERIT)

Abstract

This paper examines ethnically differentiated preferences for neighbourhood ethniccomposition among homeowners in the Netherlands. Borrowing from price hedonic theory, it tests a fully nonparametric empirical model of housing choice. We exploit rich neighbourhood-level administrative data linked to the 2009 Dutch Housing and Living Survey. The nonparametric analysis proceeds in two steps. First, housing prices are decomposed into attribute-specific implicit prices. These price hedonic estimates indicate a significant negative effect of the percentage of non-western minority residents in a neighbourhood on housing prices. For the second step and using the recovered household preference parameters, the marginal willingness to pay for an increase in non-western minority neighbours is estimated. Our model predicts an average decrease in dwelling price of 697 for every 10 per cent increase in non-western neighbours. The paper finds evidence of assimilation with some homeowners of non-western migrant background having a negative willingness to pay for living next to more co-ethnic neighbours.

Suggested Citation

  • Ong C. & Witte K. de, 2013. "Ethnic segregation and heterogeneous preferences of homeowners for housing and neighbourhood characteristics : evidence from the Netherlands," MERIT Working Papers 2013-061, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  • Handle: RePEc:unm:unumer:2013061
    as

    Download full text from publisher

    File URL: https://unu-merit.nl/publications/wppdf/2013/wp2013-061.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Daniel J. Henderson & Alexandre Olbrecht & Solomon W. Polachek, 2006. "Do Former College Athletes Earn More at Work?: A Nonparametric Assessment," Journal of Human Resources, University of Wisconsin Press, vol. 41(3).
    2. Wong, Maisy, 2014. "Estimating the distortionary effects of ethnic quotas in Singapore using housing transactions," Journal of Public Economics, Elsevier, vol. 115(C), pages 131-145.
    3. Peter Hall & Qi Li & Jeffrey S. Racine, 2007. "Nonparametric Estimation of Regression Functions in the Presence of Irrelevant Regressors," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 784-789, November.
    4. Martin J. Bailey, 1959. "Note on the Economics of Residential Zoning and Urban Renewal," Land Economics, University of Wisconsin Press, vol. 35(3), pages 288-292.
    5. Denise DiPasquale & Matthew E. Kahn, 1999. "Measuring Neighborhood Investments: An Examination of Community Choice," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(3), pages 389-424, September.
    6. Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
    7. Stephen Malpezzi, "undated". "Hedonic Pricing Models: A Selective and Applied Review," Wisconsin-Madison CULER working papers 02-05, University of Wisconsin Center for Urban Land Economic Research.
    8. Maisy Wong, 2013. "Estimating Ethnic Preferences Using Ethnic Housing Quotas in Singapore," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 1178-1214.
    9. Patrick Bajari & Matthew E. Kahn, 2005. "Estimating Housing Demand With an Application to Explaining Racial Segregation in Cities," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 20-33, January.
    10. Barrios García, Javier A. & Rodríguez Hernández, José E., 2008. "Housing demand in Spain according to dwelling type: Microeconometric evidence," Regional Science and Urban Economics, Elsevier, vol. 38(4), pages 363-377, July.
    11. Patrick Bajari & C. Lanier Benkard, 2005. "Demand Estimation with Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach," Journal of Political Economy, University of Chicago Press, vol. 113(6), pages 1239-1276, December.
    12. 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.
    13. Halvorsen, Robert & Pollakowski, Henry O., 1981. "Choice of functional form for hedonic price equations," Journal of Urban Economics, Elsevier, vol. 10(1), pages 37-49, July.
    14. Jeffery Racine & Jeffrey Hart & Qi Li, 2006. "Testing the Significance of Categorical Predictor Variables in Nonparametric Regression Models," Econometric Reviews, Taylor & Francis Journals, vol. 25(4), pages 523-544.
    15. Jeffrey Racine, 2008. "Nonparametric econometrics: a primer (in Russian)," Quantile, Quantile, issue 4, pages 7-56, March.
    16. Karolien De Bruyne & Jan Van Hove, 2013. "Explaining the spatial variation in housing prices: an economic geography approach," Applied Economics, Taylor & Francis Journals, vol. 45(13), pages 1673-1689, May.
    17. Peter Hall & Jeff Racine & Qi Li, 2004. "Cross-Validation and the Estimation of Conditional Probability Densities," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 1015-1026, December.
    18. Daniel J. Henderson & Christopher F. Parmeter & Subal C. Kumbhakar, 2007. "Nonparametric estimation of a hedonic price function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 695-699.
    19. Li, Qi & Racine, Jeffrey S, 2008. "Nonparametric Estimation of Conditional CDF and Quantile Functions With Mixed Categorical and Continuous Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 423-434.
    20. 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..
    21. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    22. repec:bla:econom:v:62:y:1995:i:246:p:247-67 is not listed on IDEAS
    23. Racine, Jeff, 1997. "Consistent Significance Testing for Nonparametric Regression," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(3), pages 369-378, July.
    24. Racine, Jeffrey S., 2008. "Nonparametric Econometrics: A Primer," Foundations and Trends(R) in Econometrics, now publishers, vol. 3(1), pages 1-88, March.
    25. Patrick Bayer & Robert McMillan, 2008. "Distinguishing Racial Preferences in the Housing Market: Theory and Evidence," Springer Books, in: Andrea Baranzini & José Ramirez & Caroline Schaerer & Philippe Thalmann (ed.), Hedonic Methods in Housing Markets, chapter 10, pages 225-244, Springer.
    26. Patrick Bajari & Matthew E. Kahn, 2008. "Estimating Hedonic Models of Consumer Demand with an Application to Urban Sprawl," Springer Books, in: Andrea Baranzini & José Ramirez & Caroline Schaerer & Philippe Thalmann (ed.), Hedonic Methods in Housing Markets, chapter 6, pages 129-155, Springer.
    27. Borghans, Lex & Meijers, Huub & ter Weel, Bas, 2013. "The importance of intrinsic and extrinsic motivation for measuring IQ," Economics of Education Review, Elsevier, vol. 34(C), pages 17-28.
    28. Maarten van Ham & Peteke Feijten, 2008. "Who Wants to Leave the Neighbourhood? The Effect of Being Different from the Neighbourhood Population on Wishes to Move," Environment and Planning A, , vol. 40(5), pages 1151-1170, May.
    29. Gideon Bolt & Ronald van Kempen & Maarten van Ham, 2008. "Minority Ethnic Groups in the Dutch Housing Market: Spatial Segregation, Relocation Dynamics and Housing Policy," Urban Studies, Urban Studies Journal Limited, vol. 45(7), pages 1359-1384, June.
    30. Zorlu, Aslan, 2008. "Who Leaves the City? The Influence of Ethnic Segregation and Family Ties," IZA Discussion Papers 3343, Institute of Labor Economics (IZA).
    31. Goodman, Allen C., 1978. "Hedonic prices, price indices and housing markets," Journal of Urban Economics, Elsevier, vol. 5(4), pages 471-484, October.
    32. Borjas, George J., 2002. "Homeownership in the immigrant population," Journal of Urban Economics, Elsevier, vol. 52(3), pages 448-476, November.
    33. Anglin, Paul M & Gencay, Ramazan, 1996. "Semiparametric Estimation of a Hedonic Price Function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 633-648, Nov.-Dec..
    34. Mas-Colell, Andreu & Whinston, Michael D. & Green, Jerry R., 1995. "Microeconomic Theory," OUP Catalogue, Oxford University Press, number 9780195102680.
    35. Hayfield, Tristen & Racine, Jeffrey S., 2008. "Nonparametric Econometrics: The np Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i05).
    36. Glaeser, Edward L. & Kahn, Matthew E. & Rappaport, Jordan, 2008. "Why do the poor live in cities The role of public transportation," Journal of Urban Economics, Elsevier, vol. 63(1), pages 1-24, January.
    37. H. S. Houthakker, 1952. "Compensated Changes in Quantities and Qualities Consumed," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 19(3), pages 155-164.
    38. Bartik, Timothy J, 1987. "The Estimation of Demand Parameters in Hedonic Price Models," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 81-88, February.
    39. Andrea Baranzini & José Ramirez & Caroline Schaerer & Philippe Thalmann (ed.), 2008. "Hedonic Methods in Housing Markets," Springer Books, Springer, number 978-0-387-76815-1, December.
    40. Adonis Yatchew, 1998. "Nonparametric Regression Techniques in Economics," Journal of Economic Literature, American Economic Association, vol. 36(2), pages 669-721, June.
    41. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    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. Ong, C., 2014. "Tipping points? Ethnic composition change in Dutch big city neighbourhoods," MERIT Working Papers 2014-011, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    2. Cheng Boon Ong, 2017. "Tipping points in Dutch big city neighbourhoods," Urban Studies, Urban Studies Journal Limited, vol. 54(4), pages 1016-1037, March.

    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. Li, Qiang, 2014. "Ethnic diversity and neighborhood house prices," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 21-38.
    2. Andrea Baranzini & Caroline Schaerer & José V. Ramirez & Philippe Thalmann, 2008. "Do Foreigners Pay Higher Rents for the Same Quality of Housing in Geneva and Zurich?," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 144(IV), pages 703-730, December.
    3. Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2008. "Hedonic Price Functions: Guidance On Empirical Specification," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6555, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    4. Mengistu Assefa Wendimu & Arne Henningsen & Tomasz Gerard Czekaj, 2017. "Incentives and moral hazard: plot level productivity of factory-operated and outgrower-operated sugarcane production in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 48(5), pages 549-560, September.
    5. Baležentis, Tomas & De Witte, Kristof, 2015. "One- and multi-directional conditional efficiency measurement – Efficiency in Lithuanian family farms," European Journal of Operational Research, Elsevier, vol. 245(2), pages 612-622.
    6. Alan T. K. Wan & Shangyu Xie & Yong Zhou, 2017. "A varying coefficient approach to estimating hedonic housing price functions and their quantiles," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(11), pages 1979-1999, August.
    7. Yinger, John, 2015. "Hedonic markets and sorting equilibria: Bid-function envelopes for public services and neighborhood amenities," Journal of Urban Economics, Elsevier, vol. 86(C), pages 9-25.
    8. Hans R. A. Koster & Jos N. van Ommeren & Piet Rietveld, 2016. "Historic amenities, income and sorting of households," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 203-236.
    9. Fluvià, Modest & Rigall-I-Torrent, Ricard & Espinet, Josep Maria & Garriga, Anna & Saló, Albert, 2011. "Precios implícitos de los atributos de los productos turísticos: ¿Qué esconde el efecto de la localización?/Implicit Prices of the Attributes of Tourism Products: What is Hidden Behind Location?," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 29, pages 781-802, Diciembre.
    10. Halkos, George E. & Tzeremes, Nickolaos G., 2013. "A conditional directional distance function approach for measuring regional environmental efficiency: Evidence from UK regions," European Journal of Operational Research, Elsevier, vol. 227(1), pages 182-189.
    11. Hans Koster & Jos N. van Ommeren & Piet Rietveld, 2010. "Estimating Firms' Demand for Agglomeration," Tinbergen Institute Discussion Papers 10-087/3, Tinbergen Institute.
    12. Yongheng Deng & Maggie R. Hu & Adrian D. Lee, 2021. "Melting pot or salad bowl: Cultural distance and housing investments," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(S1), pages 235-267, March.
    13. Tomasz Czekaj & Arne Henningsen, 2013. "Panel Data Specifications in Nonparametric Kernel Regression: An Application to Production Functions," IFRO Working Paper 2013/5, University of Copenhagen, Department of Food and Resource Economics.
    14. Radmila Datsenko, 2013. "House Price Dynamics : The French Case," Post-Print halshs-03373717, HAL.
    15. Panayiotis Tzeremes, 2020. "Productivity, efficiency and firm’s market value: Microeconomic evidence from multinational corporations," Bulletin of Applied Economics, Risk Market Journals, vol. 7(1), pages 95-105.
    16. Lall, Somik V. & Lundberg, Mattias, 2008. "What are public services worth, and to whom? Non-parametric estimation of capitalization in Pune," Journal of Housing Economics, Elsevier, vol. 17(1), pages 34-64, March.
    17. John Yinger, 2009. "Hedonic Markets and Explicit Demands: Bid-Function Envelopes for Public Services, Neighborhood Amenities, and Commuting Costs," Center for Policy Research Working Papers 114, Center for Policy Research, Maxwell School, Syracuse University.
    18. Simar, Leopold & Zelenyuk, Valentin, 2011. "To Smooth or Not to Smooth? The Case of Discrete Variables in Nonparametric Regressions," LIDAM Discussion Papers ISBA 2011042, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    19. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2010. "The New Economics of Equilibrium Sorting and its Transformational Role for Policy Evaluation," NBER Working Papers 16349, National Bureau of Economic Research, Inc.
    20. repec:jss:jstsof:27:i05 is not listed on IDEAS
    21. Halkos, George & Tzeremes, Nickolaos, 2011. "Regional environmental efficiency and economic growth: NUTS2 evidence from Germany, France and the UK," MPRA Paper 33698, University Library of Munich, Germany.

    More about this item

    Keywords

    Household Analysis; Housing Demand; Regional Migration; Regional Labor Markets; Population; Neighborhood Characteristics; Housing Supply and Markets;
    All these keywords.

    JEL classification:

    • R20 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - General
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
    • R32 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other Spatial Production and Pricing Analysis

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:unm:unumer:2013061. 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: Ad Notten (email available below). General contact details of provider: https://edirc.repec.org/data/meritnl.html .

    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.