IDEAS home Printed from https://ideas.repec.org/p/hal/wpaper/hal-01525664.html
   My bibliography  Save this paper

Spatial effects in housing price models : do housing prices capitalize urban development policies in the agglomeration of Dijon (1999) ?

Author

Listed:
  • Catherine Baumont

    (LEG - Laboratoire d'Economie et de Gestion - UB - Université de Bourgogne - CNRS - Centre National de la Recherche Scientifique)

Abstract

In this article we suppose that the integration of accessibility and neighborhood variables in hedonic housing models doesn't allow to take into account the spatial effects between the housing prices. Using a sample of 1520 transactions of apartments in the urban area of Dijon, we focus on two types of location variables : the distance to the CBD and the distance to several Disadvantaged Districts located in peripheral areas. We detect the presence of a spatial error autocorrelation in the hedonic model indicating that the valuation of the price of an apartment is locally influenced by the prices of the neighboring apartments. Then, we estimate a spatial error model which shows that the local effect is positive and significant and thatthe location variables remain significant : housing prices are positively influenced by the accessibility to the CBD but are negatively influenced by the proximity to a D-District.

Suggested Citation

  • Catherine Baumont, 2004. "Spatial effects in housing price models : do housing prices capitalize urban development policies in the agglomeration of Dijon (1999) ?," Working Papers hal-01525664, HAL.
  • Handle: RePEc:hal:wpaper:hal-01525664
    Note: View the original document on HAL open archive server: https://hal.science/hal-01525664
    as

    Download full text from publisher

    File URL: https://hal.science/hal-01525664/document
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Florax, Raymond & Folmer, Henk, 1992. "Specification and estimation of spatial linear regression models : Monte Carlo evaluation of pre-test estimators," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 405-432, September.
    2. Sivitanidou, Rena, 1996. "Do Office-Commercial Firms Value Access to Service Employment Centers? A Hedonic Value Analysis within Polycentric Los Angeles," Journal of Urban Economics, Elsevier, vol. 40(2), pages 125-149, September.
    3. Florax, Raymond J. G. M. & Folmer, Hendrik & Rey, Sergio J., 2003. "Specification searches in spatial econometrics: the relevance of Hendry's methodology," Regional Science and Urban Economics, Elsevier, vol. 33(5), pages 557-579, September.
    4. Giuliano, Genevieve & Small, Kenneth A., 1991. "Subcenters in the Los Angeles region," Regional Science and Urban Economics, Elsevier, vol. 21(2), pages 163-182, July.
    5. Gillen, Kevin & Thibodeau, Thomas & Wachter, Susan, 2001. "Anisotropic Autocorrelation in House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 23(1), pages 5-30, July.
    6. Dubin, Robin A., 1992. "Spatial autocorrelation and neighborhood quality," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 433-452, September.
    7. Basu, Sabyasachi & Thibodeau, Thomas G, 1998. "Analysis of Spatial Autocorrelation in House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 61-85, July.
    8. Pace, R Kelley & Gilley, Otis W, 1997. "Using the Spatial Configuration of the Data to Improve Estimation," The Journal of Real Estate Finance and Economics, Springer, vol. 14(3), pages 333-340, May.
    9. R. Kelley Pace & James P. LeSage, 2004. "Spatial Statistics and Real Estate," The Journal of Real Estate Finance and Economics, Springer, vol. 29(2), pages 147-148, September.
    10. BAUMONT, Catherine & BOURDON, Françoise, 2002. "Centres secondaires et recomposition économique des espaces urbains.Le cas de la Communauté de l'Agglomération Dijonnaise (1990 ; 1999)," LATEC - Document de travail - Economie (1991-2003) 2002-04, LATEC, Laboratoire d'Analyse et des Techniques EConomiques, CNRS UMR 5118, Université de Bourgogne.
    11. Michael S. Johnson & Wade R. Ragas, 1987. "CBD Land Values and Multiple Externalities," Land Economics, University of Wisconsin Press, vol. 63(4), pages 337-347.
    12. Halvorsen, Robert & Palmquist, Raymond, 1980. "The Interpretation of Dummy Variables in Semilogarithmic Equations," American Economic Review, American Economic Association, vol. 70(3), pages 474-475, June.
    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. Ibraheem M. Karaye & Courtney Thompson & Maria Perez‐Patron & Nicholas Taylor & Jennifer A. Horney, 2020. "Estimating Evacuation Shelter Deficits in the Houston–Galveston Metropolitan Area," Risk Analysis, John Wiley & Sons, vol. 40(5), pages 1079-1091, May.
    2. Terciane Sabadini Carvalho & Eduardo Almeida, 2011. "The Globalenvironmental Kuznets Curve And The Kyoto Protocol," Anais do XXXVII Encontro Nacional de Economia [Proceedings of the 37th Brazilian Economics Meeting] 183, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    3. Luigi Biggeri & Tiziana Laureti & Federico Polidoro, 2017. "Computing Sub-national PPPs with CPI Data: An Empirical Analysis on Italian Data Using Country Product Dummy Models," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(1), pages 93-121, March.
    4. Marmolejo-Duarte, Carlos & Chen, Ai, 2022. "Uncovering the price effect of energy performance certificate ratings when controlling for residential quality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 166(C).
    5. Siqueira De Castro, L., 2018. "Recent panorama of sugarcane in Brazil: aspects of spatial convergence in production," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276014, International Association of Agricultural Economists.
    6. E. A. Kolomak & A. O. Nezavitina, 2021. "Assessment of the Spatial Externalities of Major Cities on the Housing Market of Small and Medium-Sized Cities," Regional Research of Russia, Springer, vol. 11(3), pages 308-314, July.

    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. Catherine Baumont, 2009. "Spatial effects of urban public policies on housing values," Papers in Regional Science, Wiley Blackwell, vol. 88(2), pages 301-326, June.
    2. BAUMONT, Catherine, 2004. "Spatial effects in housing price models. Do housing prices capitalize urban development policies in the agglomeration of Dijon (1999)?," LEG - Document de travail - Economie 2004-04, LEG, Laboratoire d'Economie et de Gestion, CNRS, Université de Bourgogne.
    3. Julia Koschinsky & Nancy Lozano-Gracia & Gianfranco Piras, 2012. "The welfare benefit of a home’s location: an empirical comparison of spatial and non-spatial model estimates," Journal of Geographical Systems, Springer, vol. 14(3), pages 319-356, July.
    4. Jeffrey P. Cohen & Cletus C. Coughlin, 2008. "Spatial Hedonic Models Of Airport Noise, Proximity, And Housing Prices," Journal of Regional Science, Wiley Blackwell, vol. 48(5), pages 859-878, December.
    5. David Maddison, 2009. "A Spatio‐temporal Model of Farmland Values," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(1), pages 171-189, February.
    6. Raymond Y. C. Tse, 2002. "Estimating Neighbourhood Effects in House Prices: Towards a New Hedonic Model Approach," Urban Studies, Urban Studies Journal Limited, vol. 39(7), pages 1165-1180, June.
    7. Antonio Páez & Fei Long & Steven Farber, 2008. "Moving Window Approaches for Hedonic Price Estimation: An Empirical Comparison of Modelling Techniques," Urban Studies, Urban Studies Journal Limited, vol. 45(8), pages 1565-1581, July.
    8. Marc Baudry & Masha Maslianskaia-Pautrel, 2012. "Revisiting the hedonic price method to assess the implicit price of environmental quality with market segmentation," EconomiX Working Papers 2012-45, University of Paris Nanterre, EconomiX.
    9. Mustafa Kahveci & Ernil Sabaj, 2017. "Determinant of Housing Rents in Urban Albania: An Empirical Hedonic Price Application with NSA Survey Data," Eurasian Journal of Economics and Finance, Eurasian Publications, vol. 5(2), pages 51-65.
    10. Seong-Hoon Cho & Dayton Lambert & Seung Kim & Roland Roberts & William Park, 2011. "Relationship between value of open space and distance from housing locations within a community," Journal of Geographical Systems, Springer, vol. 13(4), pages 393-414, December.
    11. Anselin, Luc, 2007. "Spatial econometrics in RSUE: Retrospect and prospect," Regional Science and Urban Economics, Elsevier, vol. 37(4), pages 450-456, July.
    12. Orçun Moralı & Neslihan Yılmaz, 2022. "An Analysis of Spatial Dependence in Real Estate Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 64(1), pages 93-115, January.
    13. repec:asg:wpaper:1006 is not listed on IDEAS
    14. Steven Bourassa & Eva Cantoni & Martin Hoesli, 2007. "Spatial Dependence, Housing Submarkets, and House Price Prediction," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 143-160, August.
    15. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
    16. Kilgarriff, Paul & Charlton, Martin & Foley, Ronan & O'Donoghue, Cathal, 2019. "The impact of housing consumption value on the spatial distribution of welfare," Journal of Housing Economics, Elsevier, vol. 43(C), pages 118-130.
    17. Hua Sun & Yong Tu & Shi-Ming Yu, 2005. "A Spatio-Temporal Autoregressive Model for Multi-Unit Residential Market Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 31(2), pages 155-187, September.
    18. Özyurt, Selin, 2014. "Spatial dependence in commercial property prices: micro evidence from the Netherlands," Working Paper Series 1627, European Central Bank.
    19. Helen R. Neill & David M. Hassenzahl & Djeto D. Assane, 2007. "Estimating the Effect of Air Quality: Spatial versus Traditional Hedonic Price Models," Southern Economic Journal, John Wiley & Sons, vol. 73(4), pages 1088-1111, April.
    20. repec:asg:wpaper:1013 is not listed on IDEAS
    21. Rocco Curto & Elena Fregonara, 2019. "Monitoring and Analysis of the Real Estate Market in a Social Perspective: Results from the Turin’s (Italy) Experience," Sustainability, MDPI, vol. 11(11), pages 1-22, June.
    22. Mark D. Ecker & Victor De Oliveira, 2007. "Bayesian Spatial Modeling of Housing Prices Subject to a Localized Externality," Working Papers 0030, College of Business, University of Texas at San Antonio.

    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:hal:wpaper:hal-01525664. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.