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Evaluating the spatial and temporal distribution of beltway effects on housing prices using difference-in-differences methods

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  • John Murray

    (Texas A&M Transportation Institute)

  • Eleni Bardaka

    (North Carolina State University)

Abstract

This study investigates the temporal and spatial distribution of the causal impacts of major beltway facilities on housing prices using quasi-experimental econometric approaches. Difference-in-differences methods are employed to quantify construction and anticipation effects and explore how impacts evolve and differ over space and time. The study particularly focuses on spatial variations and seeks to identify potentially heterogeneous effects in the inner and outer sides of a beltway. Two methods for control group selection are adopted to test the robustness of the estimated treatment effects. Using data from three major beltway facilities in the US, we find that impacts are nonlinear with distance from an interchange, with the maximum effect found between a 0.75 and 1.5-mile distance. In two of the studied beltway projects, properties outside the beltway experienced significant positive effects, while effects on properties inside the beltway were negative within the first 0.25 miles from an interchange and insignificant thereafter. We also find that effects during construction differ by project, while after the end of construction, prices typically increase and fully materialize after 6–8 years. This research makes a significant contribution to the very limited literature on the causal identification of highway impacts on surrounding properties as well as the small group of studies that have investigated the spatial extent and distribution of transportation-induced effects. The results can be used to inform stakeholders and planning decisions of future highway facilities.

Suggested Citation

  • John Murray & Eleni Bardaka, 2022. "Evaluating the spatial and temporal distribution of beltway effects on housing prices using difference-in-differences methods," Transportation, Springer, vol. 49(6), pages 1963-1998, December.
    • Handle: RePEc:kap:transp:v:49:y:2022:i:6:d:10.1007_s11116-021-10233-0
    DOI: 10.1007/s11116-021-10233-0
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    1. Yen, Barbara T.H. & Mulley, Corinne & Shearer, Heather & Burke, Matthew, 2018. "Announcement, construction or delivery: When does value uplift occur for residential properties? Evidence from the Gold Coast Light Rail system in Australia," Land Use Policy, Elsevier, vol. 73(C), pages 412-422.
    2. Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, September.
    3. David Card, 1990. "The Impact of the Mariel Boatlift on the Miami Labor Market," ILR Review, Cornell University, ILR School, vol. 43(2), pages 245-257, January.
    4. Aaron Swoboda & Tsegaye Nega & Maxwell Timm, 2015. "Hedonic Analysis Over Time And Space: The Case Of House Prices And Traffic Noise," Journal of Regional Science, Wiley Blackwell, vol. 55(4), pages 644-670, September.
    5. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    6. Robert Armstrong & Daniel Rodríguez, 2006. "An Evaluation of the Accessibility Benefits of Commuter Rail in Eastern Massachusetts using Spatial Hedonic Price Functions," Transportation, Springer, vol. 33(1), pages 21-43, January.
    7. 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.
    8. Vincenzo Del Giudice & Pierfrancesco De Paola & Benedetto Manganelli & Fabiana Forte, 2017. "The Monetary Valuation of Environmental Externalities through the Analysis of Real Estate Prices," Sustainability, MDPI, vol. 9(2), pages 1-16, February.
    9. Shengxiao Li & Luoye Chen & Pengjun Zhao, 2019. "The impact of metro services on housing prices: a case study from Beijing," Transportation, Springer, vol. 46(4), pages 1291-1317, August.
    10. 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.
    11. Ashenfelter, Orley C, 1978. "Estimating the Effect of Training Programs on Earnings," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 47-57, February.
    12. Besley, Timothy & Case, Anne, 2000. "Unnatural Experiments? Estimating the Incidence of Endogenous Policies," Economic Journal, Royal Economic Society, vol. 110(467), pages 672-694, November.
    13. Dubé, Jean & Andrianary, Eugénie & Assad-Déry, François & Poupart, Janie & Simard, Justine, 2018. "Exploring difference in value uplift resulting from new bus rapid transit routes within a medium size metropolitan area," Journal of Transport Geography, Elsevier, vol. 72(C), pages 258-269.
    14. 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..
    15. Ghebreegziabiher Debrezion & Eric Pels & Piet Rietveld, 2007. "The Impact of Railway Stations on Residential and Commercial Property Value: A Meta-analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 161-180, August.
    16. Wagner, Gary A. & Komarek, Timothy & Martin, Julia, 2017. "Is the light rail “Tide” lifting property values? Evidence from Hampton Roads, VA," Regional Science and Urban Economics, Elsevier, vol. 65(C), pages 25-37.
    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. 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.
    19. Bardaka, Eleni & Delgado, Michael S. & Florax, Raymond J.G.M., 2019. "A spatial multiple treatment/multiple outcome difference-in-differences model with an application to urban rail infrastructure and gentrification," Transportation Research Part A: Policy and Practice, Elsevier, vol. 121(C), pages 325-345.
    20. 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.
    21. Gibbons, Stephen & Machin, Stephen, 2005. "Valuing rail access using transport innovations," Journal of Urban Economics, Elsevier, vol. 57(1), pages 148-169, January.
    22. 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.
    23. 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.
    24. Mats Wilhelmsson, 2000. "The Impact of Traffic Noise on the Values of Single-family Houses," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 43(6), pages 799-815.
    25. Or Levkovich & Jan Rouwendal & Ramona Marwijk, 2016. "The effects of highway development on housing prices," Transportation, Springer, vol. 43(2), pages 379-405, March.
    26. 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.
    27. 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.
    28. Pilgram, Clemens A. & West, Sarah E., 2018. "Fading premiums: The effect of light rail on residential property values in Minneapolis, Minnesota," Regional Science and Urban Economics, Elsevier, vol. 69(C), pages 1-10.
    29. 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.
    30. Seo, Kihwan & Golub, Aaron & Kuby, Michael, 2014. "Combined impacts of highways and light rail transit on residential property values: a spatial hedonic price model for Phoenix, Arizona," Journal of Transport Geography, Elsevier, vol. 41(C), pages 53-62.
    31. Jon Strand & Mette Vågnes, 2001. "The relationship between property values and railroad proximity: a study based on hedonic prices and real estate brokers' appraisals," Transportation, Springer, vol. 28(2), pages 137-156, May.
    32. Sun, Weizeng & Zheng, Siqi & Wang, Rui, 2015. "The capitalization of subway access in home value: A repeat-rentals model with supply constraints in Beijing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 104-115.
    33. 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.
    34. Kihwan Seo & Deborah Salon & Michael Kuby & Aaron Golub, 2019. "Hedonic modeling of commercial property values: distance decay from the links and nodes of rail and highway infrastructure," Transportation, Springer, vol. 46(3), pages 859-882, June.
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