IDEAS home Printed from https://ideas.repec.org/a/eee/jotrge/v92y2021ics0966692321000727.html
   My bibliography  Save this article

Walk-to-transit demand estimation methods applied at the parcel level to improve pedestrian infrastructure investment

Author

Listed:
  • Azad, Mojdeh
  • Abdelqader, Dua
  • Taboada, Luis M.
  • Cherry, Christopher R.

Abstract

Public transportation is a critical component of cities' transportation system that can be supported by a safe, complete, and connected pedestrian infrastructure. Agencies spend millions of dollars each year to improve transit ridership, yet many of the transit destinations do not have adequate pedestrian infrastructure to connect to the transit stops creating a substantial barrier to growing demand. This is particularly true in suburban areas. This paper presents a replicable methodology for estimating relative parcel-level transit demand such that analysts can conduct fine-grained evaluation and prioritization of the pedestrian network enhancements as they relate to public transit system. To this end, pedestrian infrastructure can boost transit ridership and enhance riders' safety. We rely on spatial data available in most cities coupled with land use and socioeconomic data to generate potential relative number of walk-to-transit trips for each parcel and weight the occupied road segments based on the results from mode choice and gravity models. Using this GIS-based tool, we identify road segments that have a higher potential in serving as a walking path to transit stops and prioritize gaps in existing sidewalk infrastructure. This result eliminates arbitrary sidewalk investment scoring programs and the reliance on transit walksheds to direct investment. We apply this method to a case study of the city of Knoxville and discuss the challenges and possible solutions. This approach can help city planners and engineers in data-oriented investment strategic management of sidewalk enhancement programs that support transit.

Suggested Citation

  • Azad, Mojdeh & Abdelqader, Dua & Taboada, Luis M. & Cherry, Christopher R., 2021. "Walk-to-transit demand estimation methods applied at the parcel level to improve pedestrian infrastructure investment," Journal of Transport Geography, Elsevier, vol. 92(C).
  • Handle: RePEc:eee:jotrge:v:92:y:2021:i:c:s0966692321000727
    DOI: 10.1016/j.jtrangeo.2021.103019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0966692321000727
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jtrangeo.2021.103019?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Doina Olaru & Simon Moncrieff & Gary McCarney & Yuchao Sun & Tristan Reed & Cate Pattison & Brett Smith & Sharon Biermann, 2019. "Place vs. Node Transit: Planning Policies Revisited," Sustainability, MDPI, vol. 11(2), pages 1-14, January.
    2. Baldwin Hess, Daniel, 2009. "Access to Public Transit and Its Influence on Ridership for Older Adults in Two U.S. Cities," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 2(1), pages 3-27.
    3. Maria Vittoria Corazza & Nicola Favaretto, 2019. "A Methodology to Evaluate Accessibility to Bus Stops as a Contribution to Improve Sustainability in Urban Mobility," Sustainability, MDPI, vol. 11(3), pages 1-23, February.
    4. Kaplan, Sigal & Popoks, Dmitrijs & Prato, Carlo Giacomo & Ceder, Avishai (Avi), 2014. "Using connectivity for measuring equity in transit provision," Journal of Transport Geography, Elsevier, vol. 37(C), pages 82-92.
    5. Daniels, Rhonda & Mulley, Corinne, 2013. "Explaining walking distance to public transport: The dominance of public transport supply," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 6(2), pages 5-20.
    6. Jin Kim & Ming Zhang, 2005. "Determining Transit’s Impact on Seoul Commercial Land Values: An Application of Spatial Econometrics," International Real Estate Review, Global Social Science Institute, vol. 8(1), pages 1-26.
    7. Vale, David S. & Viana, Cláudia M. & Pereira, Mauro, 2018. "The extended node-place model at the local scale: Evaluating the integration of land use and transport for Lisbon's subway network," Journal of Transport Geography, Elsevier, vol. 69(C), pages 282-293.
    8. Ahmed El-Geneidy & Michael Grimsrud & Rania Wasfi & Paul Tétreault & Julien Surprenant-Legault, 2014. "New evidence on walking distances to transit stops: identifying redundancies and gaps using variable service areas," Transportation, Springer, vol. 41(1), pages 193-210, January.
    9. Graham Currie & Alexa Delbosc, 2010. "Exploring public transport usage trends in an ageing population," Transportation, Springer, vol. 37(1), pages 151-164, January.
    10. Sharaby, Nir & Shiftan, Yoram, 2012. "The impact of fare integration on travel behavior and transit ridership," Transport Policy, Elsevier, vol. 21(C), pages 63-70.
    11. Taylor, Brian D. & Fink, Camille N.Y., 2003. "The Factors Influencing Transit Ridership: A Review and Analysis of the Ridership Literature," University of California Transportation Center, Working Papers qt3xk9j8m2, University of California Transportation Center.
    12. Lane, Bradley W., 2012. "A time-series analysis of gasoline prices and public transportation in US metropolitan areas," Journal of Transport Geography, Elsevier, vol. 22(C), pages 221-235.
    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. Jianming Le & Kunhui Ye, 2022. "Measuring City-Level Transit Accessibility Based on the Weight of Residential Land Area: A Case of Nanning City, China," Land, MDPI, vol. 11(9), pages 1-17, September.

    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. Olga Tzanni & Paraskevas Nikolaou & Stella Giannakopoulou & Apostolos Arvanitis & Socrates Basbas, 2022. "Social Dimensions of Spatial Justice in the Use of the Public Transport System in Thessaloniki, Greece," Land, MDPI, vol. 11(11), pages 1-26, November.
    2. Mingzhu Song & Yi Zhang & Meng Li & Yi Zhang, 2021. "Accessibility of Transit Stops with Multiple Feeder Modes: Walking and Private-Bike Cycling," Sustainability, MDPI, vol. 13(6), pages 1-27, March.
    3. Bueno Rezendede Castro, André & Ortega Sandoval, Abby Daniela & Odamtten, Genevieve, 2022. "Up around the bend? How transport poverty can lead to social exclusion in a low-income community in Lagos, Nigeria," Journal of Transport Geography, Elsevier, vol. 102(C).
    4. Manout, Ouassim & Bonnel, Patrick & Bouzouina, Louafi, 2018. "Transit accessibility: A new definition of transit connectors," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 88-100.
    5. Yang, Yongjiang & Sasaki, Kuniaki & Cheng, Long & Tao, Sui, 2022. "Does the built environment matter for active travel among older adults: Insights from Chiba City, Japan," Journal of Transport Geography, Elsevier, vol. 101(C).
    6. Vale, David S. & Viana, Cláudia M. & Pereira, Mauro, 2018. "The extended node-place model at the local scale: Evaluating the integration of land use and transport for Lisbon's subway network," Journal of Transport Geography, Elsevier, vol. 69(C), pages 282-293.
    7. Verachtert, Els & Mayeres, Inge & Vermeiren, Karolien & Van der Meulen, Maarten & Vanhulsel, Marlies & Vanderstraeten, Geoffrey & Loris, Isabelle & Mertens, Geert & Engelen, Guy & Poelmans, Lien, 2023. "Mapping regional accessibility of public transport and services in support of spatial planning: A case study in Flanders," Land Use Policy, Elsevier, vol. 133(C).
    8. Ouassim Manout & Patrick Bonnel & François Pacull, 2020. "The impact of centroid connectors on transit assignment outcomes," Public Transport, Springer, vol. 12(3), pages 611-629, October.
    9. G. Dikas & I. Minis, 2018. "Scheduled Paratransit Transport Enhanced by Accessible Taxis," Transportation Science, INFORMS, vol. 52(5), pages 1122-1140, October.
    10. Tilahun, Nebiyou & Thakuriah, Piyushimita (Vonu) & Li, Moyin & Keita, Yaye, 2016. "Transit use and the work commute: Analyzing the role of last mile issues," Journal of Transport Geography, Elsevier, vol. 54(C), pages 359-368.
    11. Xiaoshu Cao & Huiling Chen & Feiwen Liang & Wulin Wang, 2018. "Measurement and Spatial Differentiation Characteristics of Transit Equity: A Case Study of Guangzhou, China," Sustainability, MDPI, vol. 10(4), pages 1-17, April.
    12. Zhang, Yuerong & Marshall, Stephen & Manley, Ed, 2019. "Network criticality and the node-place-design model: Classifying metro station areas in Greater London," Journal of Transport Geography, Elsevier, vol. 79(C), pages 1-1.
    13. Pueboobpaphan, Rattaphol & Pueboobpaphan, Suthatip & Sukhotra, Suthasinee, 2022. "Acceptable walking distance to transit stations in Bangkok, Thailand: Application of a stated preference technique," Journal of Transport Geography, Elsevier, vol. 99(C).
    14. Wang, Jueyu & Cao, Xinyu, 2017. "Exploring built environment correlates of walking distance of transit egress in the Twin Cities," Journal of Transport Geography, Elsevier, vol. 64(C), pages 132-138.
    15. Yaqi Hu & Yingzi Chen, 2022. "Coupling of Urban Economic Development and Transportation System: An Urban Agglomeration Case," Sustainability, MDPI, vol. 14(7), pages 1-17, March.
    16. Tao, Tao & Wang, Jueyu & Cao, Xinyu, 2020. "Exploring the non-linear associations between spatial attributes and walking distance to transit," Journal of Transport Geography, Elsevier, vol. 82(C).
    17. Dixit, Malvika & Chowdhury, Subeh & Cats, Oded & Brands, Ties & van Oort, Niels & Hoogendoorn, Serge, 2021. "Examining circuity of urban transit networks from an equity perspective," Journal of Transport Geography, Elsevier, vol. 91(C).
    18. Cheng, Long & Chen, Xuewu & Yang, Shuo & Cao, Zhan & De Vos, Jonas & Witlox, Frank, 2019. "Active travel for active ageing in China: The role of built environment," Journal of Transport Geography, Elsevier, vol. 76(C), pages 142-152.
    19. Guowei Lyu & Luca Bertolini & Karin Pfeffer, 2020. "Is Labour Productivity Higher in Transit Oriented Development Areas? A Study of Beijing," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 111(4), pages 652-670, September.
    20. Park, Keunhyun & Farb, Anna & Chen, Shuolei, 2021. "First-/last-mile experience matters: The influence of the built environment on satisfaction and loyalty among public transit riders," Transport Policy, Elsevier, vol. 112(C), pages 32-42.

    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:eee:jotrge:v:92:y:2021:i:c:s0966692321000727. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-transport-geography .

    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.