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

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  • 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.

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  • 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
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    References listed on IDEAS

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    1. 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).
    2. repec:bla:ausecr:v:41:y:2008:i:2:p:160-176 is not listed on IDEAS
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. David Metz, 2013. "Peak Car and Beyond: The Fourth Era of Travel," Transport Reviews, Taylor & Francis Journals, vol. 33(3), pages 255-270, May.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
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    Cited by:

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    2. 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.
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    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.

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