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Causal identification of transit-induced gentrification and spatial spillover effects: The case of the Denver light rail

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  • Bardaka, Eleni
  • Delgado, Michael S.
  • Florax, Raymond J.G.M.
Abstract
We test the hypothesis of transit-induced gentrification for the Regional Transportation District light rail system in Denver, CO. We use a quasi-experimental spatial econometric approach, the spatial difference-in-differences model, to measure the causal relationship between urban rail investments and gentrification, which allows us to capture the average direct and indirect (spatial spillover) effects of urban rail on several socioeconomic measures of gentrification. We further account for unobserved heterogeneity and spatial dependence via the use of a panel data estimator with spatial error components. Our analysis shows that the installation of a light rail station significantly increases household income and housing values in neighborhoods up to one mile from the station.

Suggested Citation

  • Bardaka, Eleni & Delgado, Michael S. & Florax, Raymond J.G.M., 2018. "Causal identification of transit-induced gentrification and spatial spillover effects: The case of the Denver light rail," Journal of Transport Geography, Elsevier, vol. 71(C), pages 15-31.
  • Handle: RePEc:eee:jotrge:v:71:y:2018:i:c:p:15-31
    DOI: 10.1016/j.jtrangeo.2018.06.025
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    as
    1. Ossokina, Ioulia V. & Verweij, Gerard, 2015. "Urban traffic externalities: Quasi-experimental evidence from housing prices," Regional Science and Urban Economics, Elsevier, vol. 55(C), pages 1-13.
    2. McKinnish, Terra & Walsh, Randall & Kirk White, T., 2010. "Who gentrifies low-income neighborhoods?," Journal of Urban Economics, Elsevier, vol. 67(2), pages 180-193, March.
    3. Millo, Giovanni, 2014. "Maximum likelihood estimation of spatially and serially correlated panels with random effects," Computational Statistics & Data Analysis, Elsevier, vol. 71(C), pages 914-933.
    4. Chase Billingham & Barry Bluestone & Stephanie Pollack, 2010. "Maintaining diversity in America's transit-rich neighborhoods: tools for equitable neighborhood change," New England Community Developments, Federal Reserve Bank of Boston, pages 1-6.
    5. Bhattacharjee, Sutapa & Goetz, Andrew R., 2016. "The rail transit system and land use change in the Denver metro region," Journal of Transport Geography, Elsevier, vol. 54(C), pages 440-450.
    6. Rosenthal, Stuart S., 2008. "Old homes, externalities, and poor neighborhoods. A model of urban decline and renewal," Journal of Urban Economics, Elsevier, vol. 63(3), pages 816-840, May.
    7. Annelise Grube-Cavers & Zachary Patterson, 2015. "Urban rapid rail transit and gentrification in Canadian urban centres: A survival analysis approach," Urban Studies, Urban Studies Journal Limited, vol. 52(1), pages 178-194, January.
    8. Mohammad, Sara I. & Graham, Daniel J. & Melo, Patricia C. & Anderson, Richard J., 2013. "A meta-analysis of the impact of rail projects on land and property values," Transportation Research Part A: Policy and Practice, Elsevier, vol. 50(C), pages 158-170.
    9. Bae, Chang-Hee Christine & Jun, Myung-Jin & Park, Hyeon, 2003. "The impact of Seoul's subway Line 5 on residential property values," Transport Policy, Elsevier, vol. 10(2), pages 85-94, April.
    10. Baltagi, Badi H. & Song, Seuck Heun & Koh, Won, 2003. "Testing panel data regression models with spatial error correlation," Journal of Econometrics, Elsevier, vol. 117(1), pages 123-150, November.
    11. Baum-Snow, Nathaniel & Kahn, Matthew E., 2000. "The effects of new public projects to expand urban rail transit," Journal of Public Economics, Elsevier, vol. 77(2), pages 241-263, August.
    12. Cao, Xinyu & Mokhtarian, Patricia & Handy, Susan, 2008. "Examining The Impacts of Residential Self-Selection on Travel Behavior: Methodologies and Empirical Findings," Institute of Transportation Studies, Working Paper Series qt08x1k476, Institute of Transportation Studies, UC Davis.
    13. Gibbons, Stephen & Machin, Stephen, 2005. "Valuing rail access using transport innovations," Journal of Urban Economics, Elsevier, vol. 57(1), pages 148-169, January.
    14. Diao, Mi & Leonard, Delon & Sing, Tien Foo, 2017. "Spatial-difference-in-differences models for impact of new mass rapid transit line on private housing values," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 64-77.
    15. Mokhtarian, Patricia L. & Cao, Xinyu, 2008. "Examining the impacts of residential self-selection on travel behavior: A focus on methodologies," Transportation Research Part B: Methodological, Elsevier, vol. 42(3), pages 204-228, March.
    16. Wheaton, William C, 1977. "Income and Urban Residence: An Analysis of Consumer Demand for Location," American Economic Review, American Economic Association, vol. 67(4), pages 620-631, September.
    17. Devaux, Nicolas & Dubé, Jean & Apparicio, Philippe, 2017. "Anticipation and post-construction impact of a metro extension on residential values: The case of Laval (Canada), 1995–2013," Journal of Transport Geography, Elsevier, vol. 62(C), pages 8-19.
    18. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    19. LeRoy, Stephen F. & Sonstelie, Jon, 1983. "Paradise lost and regained: Transportation innovation, income, and residential location," Journal of Urban Economics, Elsevier, vol. 13(1), pages 67-89, January.
    20. Wrede, Matthias, 2017. "Urban land use, sorting, and population density: A continuous logit model," Transportation Research Part B: Methodological, Elsevier, vol. 101(C), pages 283-294.
    21. Kapoor, Mudit & Kelejian, Harry H. & Prucha, Ingmar R., 2007. "Panel data models with spatially correlated error components," Journal of Econometrics, Elsevier, vol. 140(1), pages 97-130, September.
    22. Carol Atkinson-Palombo, 2010. "Comparing the Capitalisation Benefits of Light-rail Transit and Overlay Zoning for Single-family Houses and Condos by Neighbourhood Type in Metropolitan Phoenix, Arizona," Urban Studies, Urban Studies Journal Limited, vol. 47(11), pages 2409-2426, October.
    23. Loretta Lees, 2008. "Gentrification and Social Mixing: Towards an Inclusive Urban Renaissance?," Urban Studies, Urban Studies Journal Limited, vol. 45(12), pages 2449-2470, November.
    24. Delgado, Michael S. & Florax, Raymond J.G.M., 2015. "Difference-in-differences techniques for spatial data: Local autocorrelation and spatial interaction," Economics Letters, Elsevier, vol. 137(C), pages 123-126.
    25. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    26. Helms, Andrew C., 2003. "Understanding gentrification: an empirical analysis of the determinants of urban housing renovation," Journal of Urban Economics, Elsevier, vol. 54(3), pages 474-498, November.
    27. Millo, Giovanni & Piras, Gianfranco, 2012. "splm: Spatial Panel Data Models in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 47(i01).
    28. 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.
    29. Chagas, André L.S. & Azzoni, Carlos R. & Almeida, Alexandre N., 2016. "A spatial difference-in-differences analysis of the impact of sugarcane production on respiratory diseases," Regional Science and Urban Economics, Elsevier, vol. 59(C), pages 24-36.
    30. Comber, Sam & Arribas-Bel, Dani, 2017. "“Waiting on the train”: The anticipatory (causal) effects of Crossrail in Ealing," Journal of Transport Geography, Elsevier, vol. 64(C), pages 13-22.
    31. Dubé, Jean & Legros, Diègo & Thériault, Marius & Des Rosiers, François, 2014. "A spatial Difference-in-Differences estimator to evaluate the effect of change in public mass transit systems on house prices," Transportation Research Part B: Methodological, Elsevier, vol. 64(C), pages 24-40.
    32. Daniel Baldwin Hess & Tangerine Maria Almeida, 2007. "Impact of Proximity to Light Rail Rapid Transit on Station-area Property Values in Buffalo, New York," Urban Studies, Urban Studies Journal Limited, vol. 44(5-6), pages 1041-1068, May.
    33. Dubé, Jean & Thériault, Marius & Des Rosiers, François, 2013. "Commuter rail accessibility and house values: The case of the Montreal South Shore, Canada, 1992–2009," Transportation Research Part A: Policy and Practice, Elsevier, vol. 54(C), pages 49-66.
    34. Claudio A. Agostini & Gastón A. Palmucci, 2008. "The Anticipated Capitalisation Effect of a New Metro Line on Housing Prices," Fiscal Studies, Institute for Fiscal Studies, vol. 29(2), pages 233-256, June.
    35. Pagliara, Francesca & Papa, Enrica, 2011. "Urban rail systems investments: an analysis of the impacts on property values and residents’ location," Journal of Transport Geography, Elsevier, vol. 19(2), pages 200-211.
    36. Rowland Atkinson, 2000. "Measuring Gentrification and Displacement in Greater London," Urban Studies, Urban Studies Journal Limited, vol. 37(1), pages 149-165, January.
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