IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v118y2018icp374-386.html
   My bibliography  Save this article

Modelling the choice and timing of acquiring a driver’s license: Revelations from a hazard model applied to the University students in Toronto

Author

Listed:
  • Nurul Habib, Khandker

Abstract

The declining rate of acquiring drivers’ licenses by young adults in developed countries has elicited concern among transportation researchers because of the potential consequences for future urban transportation systems. The study uses a dataset collected through a large-scale survey of the students of all four universities in Toronto. The specific aim of the study is to improve understanding of factors affecting the choice of acquiring driver’s license by university students in Toronto. Unlike similar studies, it employs econometric approach for the disaggregate analysis using a unique dataset of social-economic, personal, transportation system and land use related variables. Results reveal that the living conditions of university students in the form of living with parents/family show the highest influence in delaying in acquiring drivers’ licenses. However, the empirical model also identifies that better transit accessibility plays the second most critical role in delaying the choice of acquiring a driver’s license. Public transit pass ownership is proven to be an important mobility tool that discourages the acquiring of drivers’ licenses by the students. Students living in densely populated neighborhoods are more likely to delay or do not acquire a driver’s license. Students who delay acquiring their driver’s license may remain transit-users during their time as students and may also continue to have similar public transit use in future.

Suggested Citation

  • Nurul Habib, Khandker, 2018. "Modelling the choice and timing of acquiring a driver’s license: Revelations from a hazard model applied to the University students in Toronto," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 374-386.
  • Handle: RePEc:eee:transa:v:118:y:2018:i:c:p:374-386
    DOI: 10.1016/j.tra.2018.09.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S096585641630653X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tra.2018.09.012?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lavery, T.A. & Páez, A. & Kanaroglou, P.S., 2013. "Driving out of choices: An investigation of transport modality in a university sample," Transportation Research Part A: Policy and Practice, Elsevier, vol. 57(C), pages 37-46.
    2. Chang, Hsin-Li & Yeh, Tsu-Hurng, 2007. "Exploratory analysis of motorcycle holding time heterogeneity using a split-population duration model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(6), pages 587-596, July.
    3. Scott Le Vine & Charilaos Latinopoulos & John Polak, 2014. "What is the relationship between online activity and driving-licence-holding amongst young adults?," Transportation, Springer, vol. 41(5), pages 1071-1098, September.
    4. Scott Vine & Charilaos Latinopoulos & John Polak, 2014. "Erratum to: What is the relationship between online activity and driving-licence-holding amongst young adults?," Transportation, Springer, vol. 41(6), pages 1341-1341, November.
    5. Bhat, Chandra R., 1996. "A hazard-based duration model of shopping activity with nonparametric baseline specification and nonparametric control for unobserved heterogeneity," Transportation Research Part B: Methodological, Elsevier, vol. 30(3), pages 189-207, June.
    6. Alexa Delbosc & Graham Currie, 2014. "Changing demographics and young adult driver license decline in Melbourne, Australia (1994–2009)," Transportation, Springer, vol. 41(3), pages 529-542, May.
    7. Han, Aaron & Hausman, Jerry A, 1990. "Flexible Parametric Estimation of Duration and Competing Risk Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 5(1), pages 1-28, January-M.
    8. Cobb-Clark, Deborah A., 2008. "Leaving Home: What Economics Has to Say about the Living Arrangements of Young Australians," IZA Discussion Papers 3309, Institute of Labor Economics (IZA).
    9. repec:bla:ausecr:v:41:y:2008:i:2:p:160-176 is not listed on IDEAS
    10. Zhou, Jiangping, 2012. "Sustainable commute in a car-dominant city: Factors affecting alternative mode choices among university students," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 1013-1029.
    11. David Metz, 2013. "Peak Car and Beyond: The Fourth Era of Travel," Transport Reviews, Taylor & Francis Journals, vol. 33(3), pages 255-270, May.
    12. Hjorthol, Randi, 2016. "Decreasing popularity of the car? Changes in driving licence and access to a car among young adults over a 25-year period in Norway," Journal of Transport Geography, Elsevier, vol. 51(C), pages 140-146.
    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. Hossain, Sanjana & Loa, Patrick & Ong, Felita & Habib, Khandker Nurul, 2022. "The determinants of commute mode usage frequency of post-secondary students in the Greater Toronto and Hamilton Area," Transportation Research Part A: Policy and Practice, Elsevier, vol. 166(C), pages 164-185.
    2. Aghaabbasi, Mahdi & Shekari, Zohreh Asadi & Shah, Muhammad Zaly & Olakunle, Oloruntobi & Armaghani, Danial Jahed & Moeinaddini, Mehdi, 2020. "Predicting the use frequency of ride-sourcing by off-campus university students through random forest and Bayesian network techniques," Transportation Research Part A: Policy and Practice, Elsevier, vol. 136(C), pages 262-281.
    3. Hidalgo-González, Cristina & Rodríguez-Fernández, M Pilar & Pérez-Neira, David, 2022. "Energy consumption in university commuting: Barriers, policies and reduction scenarios in León (Spain)," Transport Policy, Elsevier, vol. 116(C), pages 48-57.
    4. De Vos, Jonas & Alemi, Farzad, 2020. "Are young adults car-loving urbanites? Comparing young and older adults’ residential location choice, travel behavior and attitudes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 986-998.
    5. Nur Sabahiah Abdul Sukor & Surachai Airak & Sitti Asmah Hassan, 2021. "“More Than a Free Bus Ride”—Exploring Young Adults’ Perceptions of Free Bus Services Using a Qualitative Approach: A Case Study of Penang, Malaysia," Sustainability, MDPI, vol. 13(6), pages 1-18, March.
    6. Cho, WooKeol & Chung, Jin-Hyuk & Kim, Jinhee, 2023. "Need-based approach for modeling multiday activity participation patterns and identifying the impact of activity/travel conditions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 172(C).
    7. Wang, Kaili & Hossain, Sanjana & Nurul Habib, Khandker, 2022. "What happens when post-secondary programmes go virtual for COVID-19? Effects of forced telecommuting on travel demand of post-secondary students during the pandemic," Transportation Research Part A: Policy and Practice, Elsevier, vol. 166(C), pages 62-85.
    8. Kamruzzaman, Md. & Shatu, Farjana & Habib, Khandker Nurul, 2020. "Travel behaviour in Brisbane: Trends, saturation, patterns and changes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 140(C), pages 231-250.
    9. Shaila Jamal & K. Bruce Newbold, 2020. "Factors Associated with Travel Behavior of Millennials and Older Adults: A Scoping Review," Sustainability, MDPI, vol. 12(19), pages 1-27, October.

    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. Muromachi, Yasunori, 2017. "Experiences of past school travel modes by university students and their intention of future car purchase," Transportation Research Part A: Policy and Practice, Elsevier, vol. 104(C), pages 209-220.
    2. Delbosc, Alexa & Nakanishi, Hitomi, 2017. "A life course perspective on the travel of Australian millennials," Transportation Research Part A: Policy and Practice, Elsevier, vol. 104(C), pages 319-336.
    3. Rotaris, Lucia & Danielis, Romeo, 2015. "Commuting to college: The effectiveness and social efficiency of transportation demand management policies," Transport Policy, Elsevier, vol. 44(C), pages 158-168.
    4. Klein, Nicholas J. & Guerra, Erick & Smart, Michael J., 2018. "The Philadelphia story: Age, race, gender and changing travel trends," Journal of Transport Geography, Elsevier, vol. 69(C), pages 19-25.
    5. Picasso, Emilio & Postorino, Maria Nadia & Bonoli-Escobar, Mariano & Stewart-Harris, Maria, 2020. "Car-sharing vs bike-sharing: A choice experiment to understand young people behaviour," Transport Policy, Elsevier, vol. 97(C), pages 121-128.
    6. Delbosc, Alexa & Mokhtarian, Patricia, 2018. "Face to Facebook: The relationship between social media and social travel," Transport Policy, Elsevier, vol. 68(C), pages 20-27.
    7. Butler, Alex & Sweet, Matthias, 2020. "No free rides: Winners and losers of the proposed Toronto Transit Commission U-Pass program," Transport Policy, Elsevier, vol. 96(C), pages 15-28.
    8. Kamruzzaman, Md. & Shatu, Farjana & Habib, Khandker Nurul, 2020. "Travel behaviour in Brisbane: Trends, saturation, patterns and changes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 140(C), pages 231-250.
    9. Nam, Doohee & Mannering, Fred, 2000. "An exploratory hazard-based analysis of highway incident duration," Transportation Research Part A: Policy and Practice, Elsevier, vol. 34(2), pages 85-102, February.
    10. Devajyoti Deka, 2017. "Benchmarking gentrification near commuter rail stations in New Jersey," Urban Studies, Urban Studies Journal Limited, vol. 54(13), pages 2955-2972, October.
    11. Pérez-Neira, David & Rodríguez-Fernández, Ma Pilar & Hidalgo-González, Cristina, 2020. "The greenhouse gas mitigation potential of university commuting: A case study of the University of León (Spain)," Journal of Transport Geography, Elsevier, vol. 82(C).
    12. Manuel Salas-Velasco, 2024. "Transitioning from the University to the Workplace: A Duration Model with Grouped Data," Stats, MDPI, vol. 7(3), pages 1-13, July.
    13. Kharoufeh, Jeffrey P. & Goulias, Konstadinos G., 2002. "Nonparametric identification of daily activity durations using kernel density estimators," Transportation Research Part B: Methodological, Elsevier, vol. 36(1), pages 59-82, January.
    14. Timmer, Sebastian & Merfeld, Katrin & Henkel, Sven, 2023. "Exploring motivations for multimodal commuting: A hierarchical means-end chain analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(C).
    15. Lee, Backjin & Timmermans, Harry J.P., 2007. "A latent class accelerated hazard model of activity episode durations," Transportation Research Part B: Methodological, Elsevier, vol. 41(4), pages 426-447, May.
    16. Mattia Cattaneo & Paolo Malighetti & Stefano Paleari & Renato Redondi, 2015. "Evolution of long distance students? mobility: the role of transport infrastructures in Italy," ERSA conference papers ersa15p1231, European Regional Science Association.
    17. Habib, Khandker Nurul & Weiss, Adam & Hasnine, Sami, 2018. "On the heterogeneity and substitution patterns in mobility tool ownership choices of post-secondary students: The case of Toronto," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 650-665.
    18. Blumenberg, Evelyn & Ralph, Kelcie & Smart, Michael & Taylor, Brian D., 2016. "Who knows about kids these days? Analyzing the determinants of youth and adult mobility in the U.S. between 1990 and 2009," Transportation Research Part A: Policy and Practice, Elsevier, vol. 93(C), pages 39-54.
    19. Khandker Nurul Habib & Ph. D. & PEng, 2020. "On the Factors Influencing the Choices of Weekly Telecommuting Frequencies of Post-secondary Students in Toronto," Papers 2004.04683, arXiv.org.
    20. Alexa Delbosc, 2017. "Delay or forgo? A closer look at youth driver licensing trends in the United States and Australia," Transportation, Springer, vol. 44(5), pages 919-926, September.

    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:transa:v:118:y:2018:i:c:p:374-386. 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: http://www.elsevier.com/wps/find/journaldescription.cws_home/547/description#description .

    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.