Skip to main content
Erschienen in: The Journal of Real Estate Finance and Economics 3/2011

01.04.2011

Nonlinear Spatial and Temporal Effects of Highway Construction on House Prices

verfasst von: Ekaterina Chernobai, Michael Reibel, Michael Carney

Erschienen in: The Journal of Real Estate Finance and Economics | Ausgabe 3/2011

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This paper studies the effect of a newly completed highway extension on home prices in the surrounding area. We analyze non-linearities in both the effect of distance from the highway and the effect of time relative to the completion of the road segment. While previous studies of the effects of nearby amenities on property and land values have focused on either cross-sectional spatial or temporal patterns, the joint analysis of the two dimensions has not been thoroughly investigated. We use home sale data from a period of 11 years centered around the completion of a new highway extension in metropolitan Los Angeles. We combine a standard hedonic model with a spline regression technique to allow for non-linear variations of the effect along the temporal and spatial dimensions. Our empirical results show that the maximum home price appreciation caused by the new highway extension occurs at moderate distances from the highway after it is completed. Lower price increases for this period are observed for homes sold closer to the highway or much further away. This price pattern gradually fades away in the years following the construction completion. A similar, although weaker, price pattern is also observed in the first years of the construction period. There is no statistically significant distance dependency in the 2 years in our sample prior to the beginning of the construction. This indicates that the housing market is not fully efficient as the information about the impending construction of the highway is not immediately incorporated into sales prices.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
Information source: www.​sanbag.​ca.​gov.
 
2
Source: Federal Housing Finance Agency. The index is set at 100 for 1995 quarter 1.
 
3
An alternative to such system estimation is a single regression with interaction terms for the distance spline variables for the eleven 1-year periods. While such pooled model takes advantage of the total set of observations, it also implicitly assumes a constant error variance across all observations. Independent factors that may have been omitted in our model may vary in their strength of the effect on the selling price over time and at different distances; in this case, varying error term variances are more appropriate. Moreover, a possible correlation of the omitted effects over time makes us believe that the seemingly unrelated regression (SUR) methodology employed here is a better candidate than the single regression with interaction terms (or separate regressions for the eleven time subsets).
The analysis of the single regression model tested confirms that the SUR model is superior, as is indicated by lower standard errors, or, alternatively, higher t-statistics, for 60 out of the 77 (or about 78 percent) distance spline variables. The single regression model also appears to capture fewer distance spline effects across the eleven 1-year subsets at statistically significant levels. In addition, unlike the earlier used “global” and the single regression model with the distance-year interaction terms, the SUR methodology gives a high statistical significance (1 percent) to the positive AllRooms coefficient, while at the same time making physical characteristic variables more precise as evidenced from their higher t-statistics. The results of the single regression model are available upon request.
 
4
Traffic volume in each direction is calculated by averaging the traffic counts at the new exits of the highway extension in the study area. Data source: California Department of Transportation.
 
5
Like in the previous analysis of the spatial distance effects in different time subsets, due to the likely correlation of the omitted variables at different distances from the highway extension we utilize the SUR approach as superior to a single regression with interaction variables or a set of seven independent regressions.
 
6
Again, since the coefficients for almost all independent variables maintained their sign and the statistical significance at least at 1 percent level, the regression results for these variables are omitted (available upon request), and Table 7 thus only presents the results for the goodness-of-fit and the time variable coefficients with the corresponding t-statistics.
 
Literatur
Zurück zum Zitat Alonso, W. (1964). Location and land use. Cambridge: Harvard University Press. Alonso, W. (1964). Location and land use. Cambridge: Harvard University Press.
Zurück zum Zitat Archer, W. R., Gatzlaff, D. H., & Ling, D. C. (1996). Measuring the importance of location in house price appreciation. Journal of Urban Economics, 40, 334–353.CrossRef Archer, W. R., Gatzlaff, D. H., & Ling, D. C. (1996). Measuring the importance of location in house price appreciation. Journal of Urban Economics, 40, 334–353.CrossRef
Zurück zum Zitat Bao, H. X. H., & Wan, A. T. K. (2004). On the use of spline smoothing in estimating hedonic housing price models: Empirical evidence using Hong Kong data. Real Estate Economics, 32, 487–507.CrossRef Bao, H. X. H., & Wan, A. T. K. (2004). On the use of spline smoothing in estimating hedonic housing price models: Empirical evidence using Hong Kong data. Real Estate Economics, 32, 487–507.CrossRef
Zurück zum Zitat Benjamin, J. D., & Sirmans, G. S. (1996). Mass transportation, apartment rent and property values. Journal of Real Estate Research, 12, 1–8. Benjamin, J. D., & Sirmans, G. S. (1996). Mass transportation, apartment rent and property values. Journal of Real Estate Research, 12, 1–8.
Zurück zum Zitat Bourassa, S. C., Hamelink, F., & Hoesli, M. (1999). Defining housing submarkets. Journal of Housing Economics, 8, 160–183.CrossRef Bourassa, S. C., Hamelink, F., & Hoesli, M. (1999). Defining housing submarkets. Journal of Housing Economics, 8, 160–183.CrossRef
Zurück zum Zitat Bourassa, S. C., Cantoni, E., & Hoesli, M. (2007). Spatial dependence, housing submarkets, and house price prediction. Journal of Real Estate Finance and Economics, 35, 143–160.CrossRef Bourassa, S. C., Cantoni, E., & Hoesli, M. (2007). Spatial dependence, housing submarkets, and house price prediction. Journal of Real Estate Finance and Economics, 35, 143–160.CrossRef
Zurück zum Zitat Bowes, D. R., & Ihlanfeldt, K. R. (2001). Identifying the impacts of rail transit stations on residential property values. Journal of Urban Economics, 50, 1–25.CrossRef Bowes, D. R., & Ihlanfeldt, K. R. (2001). Identifying the impacts of rail transit stations on residential property values. Journal of Urban Economics, 50, 1–25.CrossRef
Zurück zum Zitat Brasington, D. M., & Hite, D. (2005). Demand for environmental quality: a spatial hedonic analysis. Regional Science and Urban Economics, 35, 57–82.CrossRef Brasington, D. M., & Hite, D. (2005). Demand for environmental quality: a spatial hedonic analysis. Regional Science and Urban Economics, 35, 57–82.CrossRef
Zurück zum Zitat Brown, G. M., & Pollakowski, H. O. (1977). Economic valuation of shoreline. Review of Economics and Statistics, 59, 272–278.CrossRef Brown, G. M., & Pollakowski, H. O. (1977). Economic valuation of shoreline. Review of Economics and Statistics, 59, 272–278.CrossRef
Zurück zum Zitat Can, A. (1992). Specification and estimation of hedonic housing price models. Regional Science and Urban Economics, 22, 453–474.CrossRef Can, A. (1992). Specification and estimation of hedonic housing price models. Regional Science and Urban Economics, 22, 453–474.CrossRef
Zurück zum Zitat Can, A., & Megbolugbe, I. (1997). Spatial dependence and house price index construction. Journal of Real Estate Finance and Economics, 14, 203–222.CrossRef Can, A., & Megbolugbe, I. (1997). Spatial dependence and house price index construction. Journal of Real Estate Finance and Economics, 14, 203–222.CrossRef
Zurück zum Zitat Case, B., Clapp, J., Dubin, R., & Rodriguez, M. (2004). Modeling spatial and temporal house price patterns: a comparison of four models. Journal of Real Estate Finance and Economics, 29, 167–191.CrossRef Case, B., Clapp, J., Dubin, R., & Rodriguez, M. (2004). Modeling spatial and temporal house price patterns: a comparison of four models. Journal of Real Estate Finance and Economics, 29, 167–191.CrossRef
Zurück zum Zitat Debrezion, G., Pels, E., & Rietveld, P. (2007). The impact of railway stations on residential and commercial property value: a meta-analysis. Journal of Real Estate Finance and Economics, 35, 161–180.CrossRef Debrezion, G., Pels, E., & Rietveld, P. (2007). The impact of railway stations on residential and commercial property value: a meta-analysis. Journal of Real Estate Finance and Economics, 35, 161–180.CrossRef
Zurück zum Zitat Dubin, R. A. (1998). Predicting house prices using multiple listings data. Journal of Real Estate Finance and Economics, 17, 35–59.CrossRef Dubin, R. A. (1998). Predicting house prices using multiple listings data. Journal of Real Estate Finance and Economics, 17, 35–59.CrossRef
Zurück zum Zitat Dubin, R., & Sung, C.-H. (1987). Spatial variation in the price of housing: rent gradients in nonmonocentric cities. Urban Studies, 24, 193–204.CrossRef Dubin, R., & Sung, C.-H. (1987). Spatial variation in the price of housing: rent gradients in nonmonocentric cities. Urban Studies, 24, 193–204.CrossRef
Zurück zum Zitat Fik, T. J., Ling, D. C., & Mulligan, G. F. (2003). Modeling spatial variation in housing prices: a variable interaction approach. Real Estate Economics, 31, 623–646.CrossRef Fik, T. J., Ling, D. C., & Mulligan, G. F. (2003). Modeling spatial variation in housing prices: a variable interaction approach. Real Estate Economics, 31, 623–646.CrossRef
Zurück zum Zitat Gatzlaff, D. H., & Smith, M. T. (1993). The impact of the Miami Metrorail on the value of residences near station locations. Land Economics, 69(1), 54–66.CrossRef Gatzlaff, D. H., & Smith, M. T. (1993). The impact of the Miami Metrorail on the value of residences near station locations. Land Economics, 69(1), 54–66.CrossRef
Zurück zum Zitat Gibbons, S., & Machin, S. (2005). Valuing rail access using transport innovations. Journal of Urban Economics, 57, 148–169.CrossRef Gibbons, S., & Machin, S. (2005). Valuing rail access using transport innovations. Journal of Urban Economics, 57, 148–169.CrossRef
Zurück zum Zitat Goodman, A. C. (1978). Hedonic prices, price indexes and housing markets. Journal of Urban Economics, 5, 471–484.CrossRef Goodman, A. C. (1978). Hedonic prices, price indexes and housing markets. Journal of Urban Economics, 5, 471–484.CrossRef
Zurück zum Zitat Griliches, Z. (1971). Price indexes and quality change. Cambridge: Harvard University Press. Griliches, Z. (1971). Price indexes and quality change. Cambridge: Harvard University Press.
Zurück zum Zitat Harrison, D., & Rubinfeld, D. L. (1978). Hedonic housing prices and demand for clean-air. Journal of Environmental Economics and Management, 5, 81–102.CrossRef Harrison, D., & Rubinfeld, D. L. (1978). Hedonic housing prices and demand for clean-air. Journal of Environmental Economics and Management, 5, 81–102.CrossRef
Zurück zum Zitat Haurin, D. R., & Brasington, D. (1996). School quality and real house prices: inter- and intrametropolitan effects. Journal of Housing Economics, 5, 351–368.CrossRef Haurin, D. R., & Brasington, D. (1996). School quality and real house prices: inter- and intrametropolitan effects. Journal of Housing Economics, 5, 351–368.CrossRef
Zurück zum Zitat Hughes, W. T., & Sirmans, C. F. (1992). Traffic externalities and single-family house prices. Journal of Regional Science, 32, 487–500.CrossRef Hughes, W. T., & Sirmans, C. F. (1992). Traffic externalities and single-family house prices. Journal of Regional Science, 32, 487–500.CrossRef
Zurück zum Zitat Kahn, M. E. (2007). Gentrification trends in new transit-oriented communities: Evidence from 14 cities that expanded and built rail transit systems. Real Estate Economics, 35, 155–182.CrossRef Kahn, M. E. (2007). Gentrification trends in new transit-oriented communities: Evidence from 14 cities that expanded and built rail transit systems. Real Estate Economics, 35, 155–182.CrossRef
Zurück zum Zitat Kilpatrick, J. A., Throupe, R. L., Carruthers, J. I., & Krause, A. (2007). The impact of transit corridors on residential property values. Journal of Real Estate Research, 29, 303–320. Kilpatrick, J. A., Throupe, R. L., Carruthers, J. I., & Krause, A. (2007). The impact of transit corridors on residential property values. Journal of Real Estate Research, 29, 303–320.
Zurück zum Zitat Kong, F., Yin, H., & Nakagoshi, N. (2007). Using GIS and landscape metrics in the hedonic price modeling of the amenity value of urban green space: a case study in Jinan City, China. Landscape and Urban Planning, 79, 240–252.CrossRef Kong, F., Yin, H., & Nakagoshi, N. (2007). Using GIS and landscape metrics in the hedonic price modeling of the amenity value of urban green space: a case study in Jinan City, China. Landscape and Urban Planning, 79, 240–252.CrossRef
Zurück zum Zitat Lafferty, R. N., & Frech, H. E. (1978). Community environment and the market value of single-family homes—effect of the dispersion of land uses. Journal of Law & Economics, 21, 381–394.CrossRef Lafferty, R. N., & Frech, H. E. (1978). Community environment and the market value of single-family homes—effect of the dispersion of land uses. Journal of Law & Economics, 21, 381–394.CrossRef
Zurück zum Zitat Larson, K. L., & Santelmann, M. V. (2007). An analysis of the relationship between residents’ proximity to water and attitudes about resource protection. The Professional Geographer, 59, 316–333.CrossRef Larson, K. L., & Santelmann, M. V. (2007). An analysis of the relationship between residents’ proximity to water and attitudes about resource protection. The Professional Geographer, 59, 316–333.CrossRef
Zurück zum Zitat Leech, D., & Campos, E. (2003). Is comprehensive education really free?: a case-study of the effects of secondary school admissions policies on house prices in one local area. Journal of the Royal Statistical Society Series A-Statistics in Society, 166, 135–154. Leech, D., & Campos, E. (2003). Is comprehensive education really free?: a case-study of the effects of secondary school admissions policies on house prices in one local area. Journal of the Royal Statistical Society Series A-Statistics in Society, 166, 135–154.
Zurück zum Zitat Mahan, B. L., Polasky, S., & Adams, R. M. (2000). Valuing urban wetlands: a property price approach. Land Economics, 76, 100–113.CrossRef Mahan, B. L., Polasky, S., & Adams, R. M. (2000). Valuing urban wetlands: a property price approach. Land Economics, 76, 100–113.CrossRef
Zurück zum Zitat Marsh and Cormier. (2001). Spline regression models. Sage University Papers Series on Quantitative Applications in the Social Sciences, series no. 07–137. Thousand Oaks, CA: Sage. Marsh and Cormier. (2001). Spline regression models. Sage University Papers Series on Quantitative Applications in the Social Sciences, series no. 07–137. Thousand Oaks, CA: Sage.
Zurück zum Zitat Matthews, J. W., & Turnbull, G. K. (2007). Neighborhood street layout and property value: the interaction of accessibility and land use mix. Journal of Real Estate Finance and Economics, 35, 111–141.CrossRef Matthews, J. W., & Turnbull, G. K. (2007). Neighborhood street layout and property value: the interaction of accessibility and land use mix. Journal of Real Estate Finance and Economics, 35, 111–141.CrossRef
Zurück zum Zitat McMillen, D. P., & McDonald, J. (2004). Reaction of house prices to a new rapid transit line: Chicago’s Midway Line, 1983–1999. Real Estate Economics, 32, 463–486.CrossRef McMillen, D. P., & McDonald, J. (2004). Reaction of house prices to a new rapid transit line: Chicago’s Midway Line, 1983–1999. Real Estate Economics, 32, 463–486.CrossRef
Zurück zum Zitat Mikelbank, B. A. (2004). Spatial analysis of the relationship between housing values and investments in transportation infrastructure. Annals of Regional Science, 38, 705–726.CrossRef Mikelbank, B. A. (2004). Spatial analysis of the relationship between housing values and investments in transportation infrastructure. Annals of Regional Science, 38, 705–726.CrossRef
Zurück zum Zitat Mikelbank, B. A. (2005). Be careful what you wish for: the house price impact of investments in transportation infrastructure. Urban Affairs Review, 41, 20–46.CrossRef Mikelbank, B. A. (2005). Be careful what you wish for: the house price impact of investments in transportation infrastructure. Urban Affairs Review, 41, 20–46.CrossRef
Zurück zum Zitat Muth, R. E. (1969). Cities and housing. Chicago: University of Chicago Press. Muth, R. E. (1969). Cities and housing. Chicago: University of Chicago Press.
Zurück zum Zitat Nelson, J. P. (1978). Residential choice, hedonic prices, and demand for urban air-quality. Journal of Urban Economics, 5, 357–369.CrossRef Nelson, J. P. (1978). Residential choice, hedonic prices, and demand for urban air-quality. Journal of Urban Economics, 5, 357–369.CrossRef
Zurück zum Zitat Plaut, P. O., & Plaut, S. E. (1998). Endogenous identification of multiple housing price centers in metropolitan areas. Journal of Housing Economics, 7, 193–217.CrossRef Plaut, P. O., & Plaut, S. E. (1998). Endogenous identification of multiple housing price centers in metropolitan areas. Journal of Housing Economics, 7, 193–217.CrossRef
Zurück zum Zitat Rosen, S. (1974). Hedonic prices and implicit markets: product differentiation in pure competition. Journal of Political Economy, 82, 34–55.CrossRef Rosen, S. (1974). Hedonic prices and implicit markets: product differentiation in pure competition. Journal of Political Economy, 82, 34–55.CrossRef
Zurück zum Zitat Smersh, G. T., & Smith, M. T. (2000). Accessibility changes and urban house price appreciation: a constrained optimization approach to determining distance effects. Journal of Housing Economics, 9, 187–196.CrossRef Smersh, G. T., & Smith, M. T. (2000). Accessibility changes and urban house price appreciation: a constrained optimization approach to determining distance effects. Journal of Housing Economics, 9, 187–196.CrossRef
Zurück zum Zitat Song, Y., & Knaap, G. J. (2003). New urbanism and housing values: a disaggregate assessment. Journal of Urban Economics, 54, 218–238.CrossRef Song, Y., & Knaap, G. J. (2003). New urbanism and housing values: a disaggregate assessment. Journal of Urban Economics, 54, 218–238.CrossRef
Zurück zum Zitat Waddell, P., Berry, B. J. L., & Hoch, I. (1993). Residential property values in a multinodal urban area: new evidence on the implicit price of location. Journal of Real Estate Finance and Economics, 7, 117–141.CrossRef Waddell, P., Berry, B. J. L., & Hoch, I. (1993). Residential property values in a multinodal urban area: new evidence on the implicit price of location. Journal of Real Estate Finance and Economics, 7, 117–141.CrossRef
Zurück zum Zitat Yiu, C. Y., & Wong, S. K. (2005). The effects of expected transport improvements on housing prices. Urban Studies, 42, 113–125.CrossRef Yiu, C. Y., & Wong, S. K. (2005). The effects of expected transport improvements on housing prices. Urban Studies, 42, 113–125.CrossRef
Metadaten
Titel
Nonlinear Spatial and Temporal Effects of Highway Construction on House Prices
verfasst von
Ekaterina Chernobai
Michael Reibel
Michael Carney
Publikationsdatum
01.04.2011
Verlag
Springer US
Erschienen in
The Journal of Real Estate Finance and Economics / Ausgabe 3/2011
Print ISSN: 0895-5638
Elektronische ISSN: 1573-045X
DOI
https://doi.org/10.1007/s11146-009-9208-9

Weitere Artikel der Ausgabe 3/2011

The Journal of Real Estate Finance and Economics 3/2011 Zur Ausgabe