IDEAS home Printed from https://ideas.repec.org/p/col/000089/013133.html
   My bibliography  Save this paper

The Effect of Commuting Costs to Employment Centers on Urban Property Values: A Spatial Analysis in Bogotá, Colombia

Author

Listed:
  • Fernando Carriazo
  • Julian Peñaranda

Abstract

We study the effect that changes of commuting costs to intra urban employment centers may have on property prices in Bogotá, Colombia. To explore the relationship between prices and communing costs, we use a difference in difference spatial model. Parametric and non-parametric estimations suggest a negative and significant impact of commuting costs on property values for dwellings far away from employment centers. The estimated price elasticity with respect to commuting costs for housing located in distant zones, indicates that a 1% increase in fuel price, reduces property values in 1.48%. Non-parametric Geographically Weighted Regression (GWR) showed to outperform traditional Spatial Autoregressive (SAR, SEM) models.

Suggested Citation

  • Fernando Carriazo & Julian Peñaranda, 2015. "The Effect of Commuting Costs to Employment Centers on Urban Property Values: A Spatial Analysis in Bogotá, Colombia," Documentos CEDE 13133, Universidad de los Andes, Facultad de Economía, CEDE.
    • Handle: RePEc:col:000089:013133
    as

    Download full text from publisher

    File URL: https://repositorio.uniandes.edu.co/bitstream/handle/1992/8596/dcede2015-23.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Carriazo, Fernando & Ready, Richard & Shortle, James, 2013. "Using stochastic frontier models to mitigate omitted variable bias in hedonic pricing models: A case study for air quality in Bogotá, Colombia," Ecological Economics, Elsevier, vol. 91(C), pages 80-88.
    2. Olof Åslund & John Östh & Yves Zenou, 2010. "How important is access to jobs? Old question--improved answer," Journal of Economic Geography, Oxford University Press, vol. 10(3), pages 389-422, May.
    3. 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.
    4. McMillen, Daniel P., 1996. "One Hundred Fifty Years of Land Values in Chicago: A Nonparametric Approach," Journal of Urban Economics, Elsevier, vol. 40(1), pages 100-124, July.
    5. 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..
    6. Jan K. Brueckner & Yves Zenou, 2003. "Space and Unemployment: The Labor-Market Effects of Spatial Mismatch," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 242-262, January.
    7. Acharya, Gayatri & Bennett, Lynne Lewis, 2001. "Valuing Open Space and Land-Use Patterns in Urban Watersheds," The Journal of Real Estate Finance and Economics, Springer, vol. 22(2-3), pages 221-237, March-May.
    8. Jian Zhou & Daniel P. McMillen & John F. McDonald, 2008. "Land Values and the 1957 Comprehensive Amendment to the Chicago Zoning Ordinance," Urban Studies, Urban Studies Journal Limited, vol. 45(8), pages 1647-1661, July.
    9. Guangqing Chi & David Marcouiller, 2011. "Isolating the Effect of Natural Amenities on Population Change at the Local Level," Regional Studies, Taylor & Francis Journals, vol. 45(4), pages 491-505.
    10. Yinger, John, 1992. "City and suburb: Urban models with more than one employment center," Journal of Urban Economics, Elsevier, vol. 31(2), pages 181-205, March.
    11. Maria Abreu & Henri L.F. de Groot & Raymond J.G.M. Florax, 2004. "Space and Growth," Tinbergen Institute Discussion Papers 04-129/3, Tinbergen Institute.
    12. Coulson, N. Edward & Engle, Robert F., 1987. "Transportation costs and the rent gradient," Journal of Urban Economics, Elsevier, vol. 21(3), pages 287-297, May.
    13. 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.
    14. Brookshire, David S, et al, 1982. "Valuing Public Goods: A Comparison of Survey and Hedonic Approaches," American Economic Review, American Economic Association, vol. 72(1), pages 165-177, March.
    15. Cho, Seong-Hoon & Poudyal, Neelam C. & Roberts, Roland K., 2008. "Spatial analysis of the amenity value of green open space," Ecological Economics, Elsevier, vol. 66(2-3), pages 403-416, June.
    16. Geoghegan, Jacqueline & Wainger, Lisa A. & Bockstael, Nancy E., 1997. "Spatial landscape indices in a hedonic framework: an ecological economics analysis using GIS," Ecological Economics, Elsevier, vol. 23(3), pages 251-264, December.
    17. Anderson, Soren T. & West, Sarah E., 2006. "Open space, residential property values, and spatial context," Regional Science and Urban Economics, Elsevier, vol. 36(6), pages 773-789, November.
    18. Wheaton, William C., 1974. "A comparative static analysis of urban spatial structure," Journal of Economic Theory, Elsevier, vol. 9(2), pages 223-237, October.
    Full references (including those not matched with items on IDEAS)

    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. Poudyal, Neelam C. & Hodges, Donald G. & Tonn, Bruce & Cho, Seong-Hoon, 2009. "Valuing diversity and spatial pattern of open space plots in urban neighborhoods," Forest Policy and Economics, Elsevier, vol. 11(3), pages 194-201, May.
    2. Waltert, Fabian & Schläpfer, Felix, 2010. "Landscape amenities and local development: A review of migration, regional economic and hedonic pricing studies," Ecological Economics, Elsevier, vol. 70(2), pages 141-152, December.
    3. Sanglim Yoo & John E. Wagner, 2016. "A review of the hedonic literatures in environmental amenities from open space: a traditional econometric vs. spatial econometric model," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 20(1), pages 141-166, March.
    4. Delores Conway & Christina Li & Jennifer Wolch & Christopher Kahle & Michael Jerrett, 2010. "A Spatial Autocorrelation Approach for Examining the Effects of Urban Greenspace on Residential Property Values," The Journal of Real Estate Finance and Economics, Springer, vol. 41(2), pages 150-169, August.
    5. Gregmar I. Galinato & Pitchayaporn Tantihkarnchana, 2018. "The amenity value of climate change across different regions in the United States," Applied Economics, Taylor & Francis Journals, vol. 50(37), pages 4024-4039, August.
    6. Pia Nilsson, 2017. "Are valuations of place-based amenities driven by scale?," Housing Studies, Taylor & Francis Journals, vol. 32(4), pages 449-469, May.
    7. Marta Sylla & Tadeusz Lasota & Szymon Szewrański, 2019. "Valuing Environmental Amenities in Peri-Urban Areas: Evidence from Poland," Sustainability, MDPI, vol. 11(3), pages 1-15, January.
    8. Reeves, Tyler & Mei, Bin & Siry, Jacek & Bettinger, Pete & Ferreira, Susana, 2020. "Effect of working forest conservation easements on surrounding property values," Forest Policy and Economics, Elsevier, vol. 118(C).
    9. Seong-Hoon Cho & Christopher D. Clark & William M. Park & Seung Gyu Kim, 2009. "Spatial and Temporal Variation in the Housing Market Values of Lot Size and Open Space," Land Economics, University of Wisconsin Press, vol. 85(1), pages 51-73.
    10. Fernandez, Linda & Mukherjee, Monobina & Scott, Thomas, 2018. "The effect of conservation policy and varied open space on residential property values: A dynamic hedonic analysis," Land Use Policy, Elsevier, vol. 73(C), pages 480-487.
    11. Robert Kling & T. Findley & Emin Gahramanov & David Theobald, 2015. "Hedonic valuation of land protection methods: implications for cluster development," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 39(4), pages 782-806, October.
    12. Abbott, Joshua K. & Klaiber, H. Allen, 2010. "Is all space created equal? Uncovering the relationship between competing land uses in subdivisions," Ecological Economics, Elsevier, vol. 70(2), pages 296-307, December.
    13. Hao Huang & Jianyi Li, 2021. "The spatial variation of moderating effects of density and natural amenities on housing prices in Wuhan, China," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(6), pages 1778-1804, December.
    14. Cho, Seong-Hoon & Kim, Seung Gyu & Roberts, Roland K. & Jung, Suhyun, 2009. "Amenity values of spatial configurations of forest landscapes over space and time in the Southern Appalachian Highlands," Ecological Economics, Elsevier, vol. 68(10), pages 2646-2657, August.
    15. Beal-Hodges, Mary, 2012. "Conservation land acquisition lists and nearby property values: evidence from the Florida Forever programme," Studies in Agricultural Economics, Research Institute for Agricultural Economics, vol. 114(1), pages 1-8.
    16. Lynne Y. Lewis & Curtis Bohlen & Sarah Wilson, 2008. "Dams, Dam Removal, And River Restoration: A Hedonic Property Value Analysis," Contemporary Economic Policy, Western Economic Association International, vol. 26(2), pages 175-186, April.
    17. Gabriel M. Ahfeldt & Alexandra Mastro, 2011. "Valuing Iconic Design: Frank Lloyd Wright Architecture in Oak Park, Illinois," SERC Discussion Papers 0084, Centre for Economic Performance, LSE.
    18. Özge Öner, 2017. "Retail city: the relationship between place attractiveness and accessibility to shops," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(1), pages 72-91, January.
    19. 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.
    20. Fernandez, Mario Andres & Bucaram, Santiago, 2019. "The changing face of environmental amenities: Heterogeneity across housing submarkets and time," Land Use Policy, Elsevier, vol. 83(C), pages 449-460.

    More about this item

    Keywords

    spatial econometrics; non-parametric methods; hedonic model; commuting costs;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • 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

    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:col:000089:013133. 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: Universidad De Los Andes-Cede (email available below). General contact details of provider: https://edirc.repec.org/data/ceandco.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.