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Bus rapid transit and property values in Buenos Aires: Combined spatial hedonic pricing and propensity score techniques

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  • D'Elia, Vanesa Valeria
  • Grand, Mariana Conte
  • León, Sonia

Abstract

This study estimates the impact on property value of one of the first Bus Rapid Transit (BRT) in Buenos Aires, Argentina. Data comes from two real estate internet sites for neighborhoods surrounding the BRT. The empirical methodology is innovative since it combines traditional spatial hedonic pricing with matching and weighted regressions, using propensity score estimates. Robustness checks are based on trimmed samples. BRT has a non significant impact on property prices, which can be attributed to the fact that this BRT lies on a traditional corridor and people that come downtown for work are those that use it most.

Suggested Citation

  • D'Elia, Vanesa Valeria & Grand, Mariana Conte & León, Sonia, 2020. "Bus rapid transit and property values in Buenos Aires: Combined spatial hedonic pricing and propensity score techniques," Research in Transportation Economics, Elsevier, vol. 80(C).
    • Handle: RePEc:eee:retrec:v:80:y:2020:i:c:s0739885920300032
    DOI: 10.1016/j.retrec.2020.100814
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    1. Mulley, Corinne & Ma, Liang & Clifton, Geoffrey & Yen, Barbara & Burke, Matthew, 2016. "Residential property value impacts of proximity to transport infrastructure: An investigation of bus rapid transit and heavy rail networks in Brisbane, Australia," Journal of Transport Geography, Elsevier, vol. 54(C), pages 41-52.
    2. Deng, Taotao & Ma, Mulan & Nelson, John D., 2016. "Measuring the impacts of Bus Rapid Transit on residential property values: The Beijing case," Research in Transportation Economics, Elsevier, vol. 60(C), pages 54-61.
    3. Aiga Stokenberga, 2014. "Does Bus Rapid Transit Influence Urban Land Development and Property Values: A Review of the Literature," Transport Reviews, Taylor & Francis Journals, vol. 34(3), pages 276-296, May.
    4. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    5. Karl E. Case & Robert J. Shiller, 1987. "Prices of single-family homes since 1970: new indexes for four cities," New England Economic Review, Federal Reserve Bank of Boston, issue Sep, pages 45-56.
    6. 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..
    7. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc.
    8. Soundararajan, Pushparaj, 2013. "Regional income convergence in India: A Bayesian Spatial Durbin Model approach," MPRA Paper 44744, University Library of Munich, Germany.
    9. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    10. Hensher, David A., 2010. "Hypothetical bias, choice experiments and willingness to pay," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 735-752, July.
    11. Estupiñán, Nicolás & Rodri­guez, Daniel A., 2008. "The relationship between urban form and station boardings for Bogotá's BRT," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(2), pages 296-306, February.
    12. 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.
    13. Cervero, Robert & Kang, Chang Deok, 2011. "Bus rapid transit impacts on land uses and land values in Seoul, Korea," Transport Policy, Elsevier, vol. 18(1), pages 102-116, January.
    14. 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.
    15. Olaru, Doina & Mulley, Corinne & Smith, Brett & Ma, Liang, 2017. "Policy-led selection of the most appropriate empirical model to estimate hedonic prices in the residential market," Journal of Transport Geography, Elsevier, vol. 62(C), pages 213-228.
    16. Rodríguez, Daniel A. & Mojica, Carlos H., 2009. "Capitalization of BRT network expansions effects into prices of non-expansion areas," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(5), pages 560-571, June.
    17. Zhang, Ming & Wang, Lanlan, 2013. "The impacts of mass transit on land development in China: The case of Beijing," Research in Transportation Economics, Elsevier, vol. 40(1), pages 124-133.
    18. Jesper Bláfoss Ingvardson & Otto Anker Nielsen, 2018. "Effects of new bus and rail rapid transit systems – an international review," Transport Reviews, Taylor & Francis Journals, vol. 38(1), pages 96-116, January.
    19. Paul J. Gertler & Sebastian Martinez & Patrick Premand & Laura B. Rawlings & Christel M. J. Vermeersch, . "Impact Evaluation in Practice, First Edition [La evaluación de impacto en la práctica]," World Bank Publications, The World Bank, number 2550, September.
    20. Mulley, Corinne & Tsai, Chi-Hong (Patrick), 2016. "When and how much does new transport infrastructure add to property values? Evidence from the bus rapid transit system in Sydney, Australia," Transport Policy, Elsevier, vol. 51(C), pages 15-23.
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    Cited by:

    1. Damian Przekop, 2022. "Artificial Neural Networks vs Spatial Regression Approach in Property Valuation," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 14(2), pages 199-223, June.
    2. Guzman, Luis A. & Enríquez, Hernán Darío & Hessel, Phillip, 2021. "BRT system in Bogotá and urban effects: More residential land premiums?," Research in Transportation Economics, Elsevier, vol. 90(C).
    3. Chao Zhang & Mimi Xiong & Xuehui Wei & Zongmin Lan, 2023. "Spatial heterogeneity of marginal willingness to pay for air quality in PM2.5: analysis of buyers’ housing price in Beijing through hedonic price, spatial regression, and quantile regression models," Asia-Pacific Journal of Regional Science, Springer, vol. 7(3), pages 697-720, September.
    4. Manuel A. Zambrano-Monserrate & Maria Alejandra Ruano & Carlos A. Silva & Ronald Campoverde & Christian Rosero & Daniel A. Sanchez-Loor, 2023. "Dynamism of the housing rental market in Guayaquil, Ecuador: an empirical analysis," Empirical Economics, Springer, vol. 64(2), pages 747-764, February.
    5. Yang, Linchuan & Chu, Xiaoling & Gou, Zhonghua & Yang, Hongtai & Lu, Yi & Huang, Wencheng, 2020. "Accessibility and proximity effects of bus rapid transit on housing prices: Heterogeneity across price quantiles and space," Journal of Transport Geography, Elsevier, vol. 88(C).
    6. Zhang, Min, 2023. "Value uplift from transit investment-Property value or land value? A case study of the Gold Coast light rail system in Australia," Transport Policy, Elsevier, vol. 132(C), pages 88-98.

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    More about this item

    Keywords

    Bus rapid transit; Buenos aires; Argentina; Property value; Hedonic pricing; Spatial econometrics; Propensity score matching; Propensity score weighting; Trimmed estimations;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R40 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - General

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