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Redesigning subway map to mitigate bottleneck congestion: An experiment in Washington DC using Mechanical Turk

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  • Guo, Zhan
  • Zhao, Jinhua
  • Whong, Chris
  • Mishra, Prachee
  • Wyman, Lance

Abstract

This paper explores the possibility of using subway maps as a planning tool to influence passenger route choice to mitigate congestion. Specifically, it tests whether extending the appearance of an overcrowded subway line on the Washington DC subway map would encourage passengers to use other underutilized lines. The experiment was conducted through the Mechanical Turk, a crowdsourcing platform, with 3056 participants, producing 21,240 route choice decisions on the official and six alternative maps. Results show that redesigned maps significantly affect participants’ route choices. Depending on the specific design, a 20% length increase of the overcrowded line could move 1.9–5.7 percentage points of ridership to an alternative, underutilized line. The change could remove up to 10 passengers per car during the highest peak, reducing the number of highly congested half-hour periods (max load=100–120 passengers per car) on the overcrowded line from 4 to 1, and the number of crush periods (max load>120 passengers per car) from 3 to 1. This is done at minimal or zero cost. The paper calls for more attention from transit agencies to the planning potential of transit maps.

Suggested Citation

  • Guo, Zhan & Zhao, Jinhua & Whong, Chris & Mishra, Prachee & Wyman, Lance, 2017. "Redesigning subway map to mitigate bottleneck congestion: An experiment in Washington DC using Mechanical Turk," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 158-169.
  • Handle: RePEc:eee:transa:v:106:y:2017:i:c:p:158-169
    DOI: 10.1016/j.tra.2017.09.017
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    References listed on IDEAS

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    1. Krupa, Joseph S. & Rizzo, Donna M. & Eppstein, Margaret J. & Brad Lanute, D. & Gaalema, Diann E. & Lakkaraju, Kiran & Warrender, Christina E., 2014. "Analysis of a consumer survey on plug-in hybrid electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 64(C), pages 14-31.
    2. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    3. Raveau, Sebastián & Muñoz, Juan Carlos & de Grange, Louis, 2011. "A topological route choice model for metro," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(2), pages 138-147, February.
    4. P. Christopher Zegras & Emily Eros & Kuan Butts & Elizabeth Resor & Stephen Kennedy & Albert Ching & Muntasir Mamun, 2015. "Tracing a path to knowledge? Indicative user impacts of introducing a public transport map in Dhaka, Bangladesh," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(1), pages 113-129.
    5. Guo, Zhan, 2011. "Mind the map! The impact of transit maps on path choice in public transit," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(7), pages 625-639, August.
    6. Berinsky, Adam J. & Huber, Gregory A. & Lenz, Gabriel S., 2012. "Evaluating Online Labor Markets for Experimental Research: Amazon.com's Mechanical Turk," Political Analysis, Cambridge University Press, vol. 20(3), pages 351-368, July.
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    1. Muren, & Zhang, Shiyuan & Hua, Lianlian & Yu, Bo, 2022. "Peak-easing strategies for urban subway operations in the context of COVID-19 epidemic," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 161(C).

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