Analysis of House Prices to Assess Economic Impacts of New Public Transport Infrastructure

Transportation infrastructure is known to affect the value of real estate property by virtue of changes in accessibility. The impact of transportation facilities is highly localized as well, and it is possible that spillover effects result from the capitalization of accessibility. The objective of this study was to review the theoretical background related to spatial hedonic models and the opportunities that they provided to evaluate the effect of new transportation infrastructure. An empirical case study is presented: the Madrid Metro Line 12, known as Metrosur, in the region of Madrid, Spain. The effect of proximity to metro stations on housing prices was evaluated. The analysis took into account a host of variables, including structure, location, and neighborhood and made use of three modeling approaches: linear regression estimation with ordinary least squares, spatial error, and spatial lag. The results indicated that better accessibility to Metrosur stations had a positive impact on real estate values and that the effect was marked in cases in which a house was for sale. The results also showed the presence of submarkets, which were well defined by geographic boundaries, and transport fares, which implied that the economic benefits differed across municipalities.

[1]  L. Anselin,et al.  Measuring the benefits of air quality improvement: a spatial hedonic approach , 1998 .

[2]  Luc Anselin,et al.  Interpolation of Air Quality Measures in Hedonic House Price Models: Spatial Aspects , 2006 .

[3]  藤田 昌久,et al.  Urban economic theory : land use and city size , 1989 .

[4]  D. Griffith Spatial Autocorrelation: A Primer , 1987 .

[5]  R. Cervero Transit pricing research , 1990 .

[6]  José Manuel Viegas,et al.  Effects of Transportation Accessibility on Residential Property Values , 2009 .

[7]  Eric J. Miller,et al.  Influence of Transportation Access and Market Dynamics on Property Values , 2008 .

[8]  F. Giarratani,et al.  An introduction to regional economics , 1971 .

[9]  L. Anselin Local Indicators of Spatial Association—LISA , 2010 .

[10]  Michael Duncan,et al.  Comparing Rail Transit Capitalization Benefits for Single-Family and Condominium Units in San Diego, California , 2008 .

[11]  Richard F. Muth,et al.  A Regression Method for Real Estate Price Index Construction , 1963 .

[12]  Eva Cantoni,et al.  Spatial Dependence, Housing Submarkets, and House Price Prediction , 2007 .

[13]  Allen C. Goodman,et al.  Andrew Court and the Invention of Hedonic Price Analysis , 1998 .

[14]  Kazuaki Miyamoto,et al.  Spatial Association and Heterogeneity Issues in Land Price Models , 2001 .

[15]  R. Vickerman Transport Investment and Economic Development , 2001 .

[16]  Juan Carlos García-Palomares,et al.  Distance-Measure Impacts on the Calculation of Transport Service Areas Using GIS , 2008 .

[17]  D. E. Sommervoll Temporal Aggregation in Repeated Sales Models , 2006 .

[18]  P. Colwell,et al.  Who was first? An examination of an early hedonic study , 1999 .

[19]  Youngihn Kho,et al.  GeoDa: An Introduction to Spatial Data Analysis , 2006 .

[20]  Steven C. Bourassa,et al.  Do Housing Submarkets Really Matter , 2003 .

[21]  M. Boarnet Conducting impact evaluations in urban transport , 2006 .

[22]  Christian L. Redfearn,et al.  How informative are average effects? Hedonic regression and amenity capitalization in complex urban housing markets , 2009 .

[23]  Peter E. Kennedy A Guide to Econometrics , 1979 .

[24]  L. Anselin Spatial Econometrics: Methods and Models , 1988 .

[25]  R. Dubin Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms , 1988 .

[26]  Robert Haining,et al.  Statistics for spatial data: by Noel Cressie, 1991, John Wiley & Sons, New York, 900 p., ISBN 0-471-84336-9, US $89.95 , 1993 .

[27]  Pavlos S. Kanaroglou,et al.  Exploring the land development process and its impact on urban form in Hamilton, Ontario , 2010 .

[28]  Ay se Can,et al.  Spatial Dependence and House Price Index Construction , 1997 .

[29]  Oliver F. Shyr,et al.  Does high-speed rail accessibility influence residential property prices? Hedonic estimates from southern Taiwan , 2010 .

[30]  Antonio Páez,et al.  Recent research in spatial real estate hedonic analysis , 2009, J. Geogr. Syst..

[31]  M. D. Ugarte,et al.  Alternative Models for Describing Spatial Dependence among Dwelling Selling Prices , 2004 .

[32]  K. Ord Estimation Methods for Models of Spatial Interaction , 1975 .

[33]  José-María Montero-Lorenzo,et al.  Estimating commercial property prices: an application of cokriging with housing prices as ancillary information , 2009, J. Geogr. Syst..

[34]  A. Páez,et al.  Spatial Effects in Hedonic Price Estimation: A Case Study in the City of Toronto , 2007 .

[35]  Phaedon C. Kyriakidis,et al.  Area-to-point Kriging in spatial hedonic pricing models , 2009, J. Geogr. Syst..

[36]  K. Small,et al.  Spatial Hedonics and the Willingness to Pay for Residential Amenities , 2012 .

[37]  Hajime Seya,et al.  Measuring the impact of large‐scale transportation projects on land price using spatial statistical models* , 2008 .

[38]  Aysegul Can Specification and estimation of hedonic housing price models , 1992 .

[39]  Hajime Seya,et al.  Hedonic approaches based on spatial econometrics and spatial statistics: application to evaluation of project benefits , 2009, J. Geogr. Syst..

[40]  A. B. Morancho A hedonic valuation of urban green areas , 2003 .

[41]  Roland K. Roberts,et al.  Demand for Open Space and Urban Sprawl: The Case of Knox County, Tennessee , 2010 .

[42]  S. Rosen Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition , 1974, Journal of Political Economy.

[43]  Jian Lu,et al.  Use of Geographic Information System for Analysis of Transit Pedestrian Access , 1997 .

[44]  H. Du,et al.  Relationship Between Transport Accessibility and Land Value: Local Model Approach with Geographically Weighted Regression , 2006 .

[45]  Joaquín Maudos Villarroya,et al.  Infraestructuras y crecimiento regional en España diez años después , 2004 .