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Examining public transport usage by older adults with smart card data: A longitudinal study in Japan

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  • Liu, Shasha
  • Yamamoto, Toshiyuki
  • Yao, Enjian
  • Nakamura, Toshiyuki

Abstract

Understanding public transport usage by older adults is necessary to develop senior-friendly public transport and improve the mobility of older persons. Although extensive literature has examined the travel patterns of older adults, very limited efforts have been invested to explore the longitudinal variability in public transport usage by different age groups of older adults. To address this limitation, we developed user-monthly profiles to explore the seasonal variability in public transport usage by older adults and defined user-based time slots of the day and geographical user areas to represent daily trip patterns and examine day-to-day variability. Using one-year smart card transaction data and an anonymous cardholder database from Shizuoka, Japan, we evaluated the seasonal and day-to-day variability in public transport usage by older adults. We also analyzed the role of age and living environment in travel pattern variability. The results indicate that older adults in highly developed areas and younger-old group (aged 65–74) are more likely to be characterized by high-frequency public transport usage and low seasonal variability. Additionally, the day-to-day variability in public transport usage by older adults is greater in more developed areas and appears to increase with age. This study enhances our understanding of public transport usage by older adults, which may contribute to the development of senior-friendly public transport policies and services.

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  • Liu, Shasha & Yamamoto, Toshiyuki & Yao, Enjian & Nakamura, Toshiyuki, 2021. "Examining public transport usage by older adults with smart card data: A longitudinal study in Japan," Journal of Transport Geography, Elsevier, vol. 93(C).
    • Handle: RePEc:eee:jotrge:v:93:y:2021:i:c:s0966692321000995
    DOI: 10.1016/j.jtrangeo.2021.103046
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    as
    1. van den Berg, Pauline & Arentze, Theo & Timmermans, Harry, 2011. "Estimating social travel demand of senior citizens in the Netherlands," Journal of Transport Geography, Elsevier, vol. 19(2), pages 323-331.
    2. Shao, Fengjing & Sui, Yi & Yu, Xiang & Sun, Rencheng, 2019. "Spatio-temporal travel patterns of elderly people – A comparative study based on buses usage in Qingdao, China," Journal of Transport Geography, Elsevier, vol. 76(C), pages 178-190.
    3. David E. Bloom & Dara Lee Luca, 2016. "The Global Demography of Aging: Facts, Explanations, Future," PGDA Working Papers 13016, Program on the Global Demography of Aging.
    4. Olawole, Moses Olaniran & Aloba, Oluwole, 2014. "Mobility characteristics of the elderly and their associated level of satisfaction with transport services in Osogbo, Southwestern Nigeria," Transport Policy, Elsevier, vol. 35(C), pages 105-116.
    5. David Metz, 2003. "Transport policy for an ageing population," Transport Reviews, Taylor & Francis Journals, vol. 23(4), pages 375-386, July.
    6. Jianqiang Cui & Becky P. Y. Loo & Dong Lin, 2017. "Travel behaviour and mobility needs of older adults in an ageing and car-dependent society," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 21(2), pages 109-128, May.
    7. Kim, Junghwa & Schmöcker, Jan-Dirk & Nakamura, Toshiyuki & Uno, Nobuhiro & Iwamoto, Takenori, 2020. "Integrated impacts of public transport travel and travel satisfaction on quality of life of older people," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 15-27.
    8. Sandra Rosenbloom, 2001. "Sustainability and automobility among the elderly: An international assessment," Transportation, Springer, vol. 28(4), pages 375-408, November.
    9. Morency, Catherine & Trépanier, Martin & Agard, Bruno, 2007. "Measuring transit use variability with smart-card data," Transport Policy, Elsevier, vol. 14(3), pages 193-203, May.
    10. Siren, Anu & Haustein, Sonja, 2013. "Baby boomers’ mobility patterns and preferences: What are the implications for future transport?," Transport Policy, Elsevier, vol. 29(C), pages 136-144.
    11. He, Sylvia Y. & Cheung, Yannie H.Y. & Tao, Sui, 2018. "Travel mobility and social participation among older people in a transit metropolis: A socio-spatial-temporal perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 608-626.
    12. Theo Arentze & Harry Timmermans & Peter Jorritsma & Marie-José Olde Kalter & Arnout Schoemakers, 2008. "More gray hair—but for whom? Scenario-based simulations of elderly activity travel patterns in 2020," Transportation, Springer, vol. 35(5), pages 613-627, August.
    13. Engels, Benno & Liu, Gang-Jun, 2011. "Social exclusion, location and transport disadvantage amongst non-driving seniors in a Melbourne municipality, Australia," Journal of Transport Geography, Elsevier, vol. 19(4), pages 984-996.
    14. Moniruzzaman, Md. & Páez, Antonio & Nurul Habib, Khandker M. & Morency, Catherine, 2013. "Mode use and trip length of seniors in Montreal," Journal of Transport Geography, Elsevier, vol. 30(C), pages 89-99.
    15. Baker, Stuart & White, Peter, 2010. "Impacts of free concessionary travel: Case study of an English rural region," Transport Policy, Elsevier, vol. 17(1), pages 20-26, January.
    16. Wong, R.C.P. & Szeto, W.Y. & Yang, Linchuan & Li, Y.C. & Wong, S.C., 2018. "Public transport policy measures for improving elderly mobility," Transport Policy, Elsevier, vol. 63(C), pages 73-79.
    17. Zhang, Yongsheng & Yao, Enjian & Zhang, Rui & Xu, Hao, 2019. "Analysis of elderly people's travel behaviours during the morning peak hours in the context of the free bus programme in Beijing, China," Journal of Transport Geography, Elsevier, vol. 76(C), pages 191-199.
    18. Ipingbemi, Olusiyi, 2010. "Travel characteristics and mobility constraints of the elderly in Ibadan, Nigeria," Journal of Transport Geography, Elsevier, vol. 18(2), pages 285-291.
    19. Boschmann, E. Eric & Brady, Sylvia A., 2013. "Travel behaviors, sustainable mobility, and transit-oriented developments: a travel counts analysis of older adults in the Denver, Colorado metropolitan area," Journal of Transport Geography, Elsevier, vol. 33(C), pages 1-11.
    20. Oscar Egu & Patrick Bonnel, 2020. "Investigating day-to-day variability of transit usage on a multimonth scale with smart card data. A case study in Lyon," Post-Print halshs-03148937, HAL.
    21. Graham Currie & Alexa Delbosc, 2010. "Exploring public transport usage trends in an ageing population," Transportation, Springer, vol. 37(1), pages 151-164, January.
    22. Luis Miranda-Moreno & Martin Lee-Gosselin, 2008. "A week in the life of baby boomers: how do they see the spatial–temporal organization of their activities and travel?," Transportation, Springer, vol. 35(5), pages 629-653, August.
    23. Hjorthol, Randi J. & Levin, Lena & Sirén, Anu, 2010. "Mobility in different generations of older persons," Journal of Transport Geography, Elsevier, vol. 18(5), pages 624-633.
    24. Alsnih, Rahaf & Hensher, David A., 2003. "The mobility and accessibility expectations of seniors in an aging population," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(10), pages 903-916, December.
    25. Bloom, D.E. & Luca, D.L., 2016. "The Global Demography of Aging," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 3-56, Elsevier.
    26. Shoval, Noam & Auslander, Gail & Cohen-Shalom, Kineret & Isaacson, Michal & Landau, Ruth & Heinik, Jeremia, 2010. "What can we learn about the mobility of the elderly in the GPS era?," Journal of Transport Geography, Elsevier, vol. 18(5), pages 603-612.
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