IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/9308.html
   My bibliography  Save this paper

Big Data in Transportation : An Economics Perspective

Author

Listed:
  • Selod,Harris
  • Soumahoro,Souleymane

Abstract

This paper reviews the emerging big data literature applied to urban transportation issues from the perspective of economic research. It provides a typology of big data sources relevant to transportation analyses and describes how these data can be used to measure mobility, associated externalities, and welfare impacts. As an application, it showcases the use of daily traffic conditions data in various developed and developing country cities to estimate the causal impact of stay-at-home orders during the Covid-19 pandemic on traffic congestion in Bogotá, New Dehli, New York, and Paris. In light of the advances in big data analytics, the paper concludes with a discussion on policy opportunities and challenges.

Suggested Citation

  • Selod,Harris & Soumahoro,Souleymane, 2020. "Big Data in Transportation : An Economics Perspective," Policy Research Working Paper Series 9308, The World Bank.
    • Handle: RePEc:wbk:wbrwps:9308
    as

    Download full text from publisher

    File URL: http://documents.worldbank.org/curated/en/144551593524811620/pdf/Big-Data-in-Transportation-An-Economics-Perspective.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Aaron S. Edlin & Pinar Karaca-Mandic, 2006. "The Accident Externality from Driving," Journal of Political Economy, University of Chicago Press, vol. 114(5), pages 931-955, October.
    2. Dasgupta,Susmita & Lall,Somik V. & Wheeler,David, 2020. "Traffic, Air Pollution, and Distributional Impacts in Dar es Salaam : A Spatial Analysis with New Satellite Data," Policy Research Working Paper Series 9185, The World Bank.
    3. Edward L. Glaeser & Scott Duke Kominers & Michael Luca & Nikhil Naik, 2018. "Big Data And Big Cities: The Promises And Limitations Of Improved Measures Of Urban Life," Economic Inquiry, Western Economic Association International, vol. 56(1), pages 114-137, January.
    4. Boarnet, Marlon G., 1997. "Infrastructure Services and the Productivity of Public Capital: The Case of Streets and Highways," National Tax Journal, National Tax Association;National Tax Journal, vol. 50(1), pages 39-57, March.
    5. Venables, Anthony & Duranton, Gilles, 2018. "Place-Based Policies for Development," CEPR Discussion Papers 12889, C.E.P.R. Discussion Papers.
    6. Bhat, Chandra R. & Koppelman, Frank S., 1993. "An endogenous switching simultaneous equation system of employment, income, and car ownership," Transportation Research Part A: Policy and Practice, Elsevier, vol. 27(6), pages 447-459, November.
    7. Stefan Bauernschuster & Timo Hener & Helmut Rainer, 2017. "When Labor Disputes Bring Cities to a Standstill: The Impact of Public Transit Strikes on Traffic, Accidents, Air Pollution, and Health," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 1-37, February.
    8. Kraus, Marvin & Mohring, Herbert & Pinfold, Thomas P, 1976. "The Welfare Costs of Nonoptimum Pricing and Investment Policies for Freeway Transportation," American Economic Review, American Economic Association, vol. 66(4), pages 532-547, September.
    9. Janet Currie & Reed Walker, 2011. "Traffic Congestion and Infant Health: Evidence from E-ZPass," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 65-90, January.
    10. Akbar, Prottoy & Duranton, Gilles, 2017. "Measuring the Cost of Congestion in Highly Congested City: Bogotá," Research Department working papers 1028, CAF Development Bank Of Latinamerica.
    11. Graham, Daniel J., 2007. "Variable returns to agglomeration and the effect of road traffic congestion," Journal of Urban Economics, Elsevier, vol. 62(1), pages 103-120, July.
    12. Hal R. Varian, 2014. "Big Data: New Tricks for Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 3-28, Spring.
    13. Nikolaos Askitas & Klaus F. Zimmermann, 2013. "Nowcasting Business Cycles Using Toll Data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 32(4), pages 299-306, July.
    14. Hymel, Kent, 2009. "Does traffic congestion reduce employment growth?," Journal of Urban Economics, Elsevier, vol. 65(2), pages 127-135, March.
    15. John G. Fernald, 1999. "Roads to Prosperity? Assessing the Link between Public Capital and Productivity," American Economic Review, American Economic Association, vol. 89(3), pages 619-638, June.
    16. Sweet, Matthias N., 2014. "Do firms flee traffic congestion?," Journal of Transport Geography, Elsevier, vol. 35(C), pages 40-49.
    17. Stefan Bauernschuster & Timo Hener & Helmut Rainer, 2017. "When Labor Disputes Bring Cities to a Standstill: The Impact of Public Transit Strikes on Traffic, Accidents, Air Pollution, and Health," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 1-37, February.
    18. Jun Yang & Avralt-Od Purevjav & Shanjun Li, 2020. "The Marginal Cost of Traffic Congestion and Road Pricing: Evidence from a Natural Experiment in Beijing," American Economic Journal: Economic Policy, American Economic Association, vol. 12(1), pages 418-453, February.
    19. Jin, Jangik & Rafferty, Peter, 2017. "Does congestion negatively affect income growth and employment growth? Empirical evidence from US metropolitan regions," Transport Policy, Elsevier, vol. 55(C), pages 1-8.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. WASHIMI Kazuaki, 2021. "Venture Capital and Startup Innovation --Big Data Analysis of Patent Data--," Bank of Japan Research Papers 21-03-12, Bank of Japan.

    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. Philipp Schrauth, 2022. "The Causal Effect of Cycling Infrastructure on Traffic and Accidents: Evidence from Pop-up Bike Lanes in Berlin," CEPA Discussion Papers 48, Center for Economic Policy Analysis.
    2. Clifford Winston, 2013. "On the Performance of the U.S. Transportation System: Caution Ahead," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 773-824, September.
    3. Cheng Keat Tang, 2016. "Traffic Externalities and Housing Prices: Evidence from the London Congestion Charge," SERC Discussion Papers 0205, Centre for Economic Performance, LSE.
    4. Stefan Bauernschuster & Timo Hener & Helmut Rainer, 2017. "When Labor Disputes Bring Cities to a Standstill: The Impact of Public Transit Strikes on Traffic, Accidents, Air Pollution, and Health," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 1-37, February.
    5. Sweet, Matthias N., 2014. "Do firms flee traffic congestion?," Journal of Transport Geography, Elsevier, vol. 35(C), pages 40-49.
    6. Barnes, Stephen R. & Beland, Louis-Philippe & Huh, Jason & Kim, Dongwoo, 2020. "The Effect of COVID-19 Lockdown on Mobility and Traffic Accidents: Evidence from Louisiana," GLO Discussion Paper Series 616, Global Labor Organization (GLO).
    7. Matthias Sweet, 2014. "Traffic Congestion’s Economic Impacts: Evidence from US Metropolitan Regions," Urban Studies, Urban Studies Journal Limited, vol. 51(10), pages 2088-2110, August.
    8. Wesley E. Marshall & Eric Dumbaugh, 2020. "Revisiting the relationship between traffic congestion and the economy: a longitudinal examination of U.S. metropolitan areas," Transportation, Springer, vol. 47(1), pages 275-314, February.
    9. Hao, Jie & Pham, Viet Tuan, 2024. "Stuck in traffic: Do auditors price traffic congestion?," The British Accounting Review, Elsevier, vol. 56(2).
    10. Taylor, Brian & Osman, Taner & Thomas, Trevor & Mondschein, Andrew, 2016. "Not So Fast: A Study of Traffic Delays, Access, and Economic Activity in the San Francisco Bay Area," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt9qf2481r, Institute of Transportation Studies, UC Berkeley.
    11. Stephen R. Barnes & Louis‐Philippe Beland & Jason Huh & Dongwoo Kim, 2022. "COVID‐19 lockdown and traffic accidents: Lessons from the pandemic," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 349-368, April.
    12. Brent, Daniel & Beland, Louis-Philippe, 2020. "Traffic congestion, transportation policies, and the performance of first responders," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    13. Jill Furzer & Boriana Miloucheva, 2020. "The Long Arm of the Clean Air Act: Pollution Abatement and COVID-19 Racial Disparities," Working Papers tecipa-668, University of Toronto, Department of Economics.
    14. Jinwon Kim & Jucheol Moon, 2022. "Congestion Costs and Scheduling Preferences of Car Commuters in California: Estimates Using Big Data," Working Papers 2201, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy).
    15. Niklas Gohl & Philipp Schrauth, 2022. "Ticket to Paradise? The Effect of a Public Transport Subsidy on Air Quality," CEPA Discussion Papers 50, Center for Economic Policy Analysis.
    16. Léa Bou Sleiman, 2021. "Are car-free centers detrimental to the periphery? Evidence from the pedestrianization of the Parisian riverbank," Working Papers 2021-03, Center for Research in Economics and Statistics.
    17. Lichtman-Sadot, Shirlee, 2019. "Can public transportation reduce accidents? Evidence from the introduction of late-night buses in Israeli cities," Regional Science and Urban Economics, Elsevier, vol. 74(C), pages 99-117.
    18. Jin, Jangik & Rafferty, Peter, 2017. "Does congestion negatively affect income growth and employment growth? Empirical evidence from US metropolitan regions," Transport Policy, Elsevier, vol. 55(C), pages 1-8.
    19. Giaccherini, Matilde & Kopinska, Joanna & Palma, Alessandro, 2021. "When particulate matter strikes cities: Social disparities and health costs of air pollution," Journal of Health Economics, Elsevier, vol. 78(C).
    20. Nicholas Rivers & Soodeh Saberian & Brandon Schaufele, 2020. "Public transit and air pollution: Evidence from Canadian transit strikes," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(2), pages 496-525, May.

    More about this item

    Keywords

    ICT Applications; Transport Services; Health Care Services Industry; Global Environment;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:wbk:wbrwps:9308. 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: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.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.