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Understanding senior's daily mobility patterns in California using human mobility motifs

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  • Su, Rongxiang
  • Xiao, Jingyi
  • McBride, Elizabeth C.
  • Goulias, Konstadinos G.

Abstract

Population ageing has been a thorny issue in many countries. One of the challenges is how to improve and change transportation design and transport policy development to adapt to the dramatic changes in the composition of our population. In this paper, we apply a network-based approach of human mobility measurement called “motif” to investigate the distinct patterns in daily travel for seniors (age 60 and above) in California using the 2017 National Household Travel Survey (California-NHTS) data. Motifs are networks of distinct locations visited in a day and the directional movements between them. Using patterns of motifs, we correlate the diverse daily mobility patterns with socio-demographic characteristics as well as built environment factors. We find that 15 distinct motifs can capture approximately 82% and 86% of the total senior respondents on workdays and non-workdays, respectively. Seniors are more likely to have simple motifs with three or fewer distinct locations on non-workdays, while they present more complex motifs during workdays. Given 65% of the included seniors are retired, a large number of seniors present diverse and complex daily mobility patterns instead of staying at home all day. In addition, given the similarity between the urban core, urban district, and urban neighborhood in function and spatial proximity, there is significant heterogeneity in the daily mobility patterns among seniors living in these areas. Furthermore, we find that seniors living in areas with higher percentages of single-family housing units are most likely to stay at home on workdays.

Suggested Citation

  • Su, Rongxiang & Xiao, Jingyi & McBride, Elizabeth C. & Goulias, Konstadinos G., 2021. "Understanding senior's daily mobility patterns in California using human mobility motifs," Journal of Transport Geography, Elsevier, vol. 94(C).
  • Handle: RePEc:eee:jotrge:v:94:y:2021:i:c:s0966692321001708
    DOI: 10.1016/j.jtrangeo.2021.103117
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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. Reid Ewing & Robert Cervero, 2010. "Travel and the Built Environment," Journal of the American Planning Association, Taylor & Francis Journals, vol. 76(3), pages 265-294.
    3. Mercado, Ruben & Páez, Antonio, 2009. "Determinants of distance traveled with a focus on the elderly: a multilevel analysis in the Hamilton CMA, Canada," Journal of Transport Geography, Elsevier, vol. 17(1), pages 65-76.
    4. Adler, Thomas & Ben-Akiva, Moshe, 1979. "A theoretical and empirical model of trip chaining behavior," Transportation Research Part B: Methodological, Elsevier, vol. 13(3), pages 243-257, September.
    5. Marlon Boarnet, 2011. "A Broader Context for Land Use and Travel Behavior, and a Research Agenda," Journal of the American Planning Association, Taylor & Francis Journals, vol. 77(3), pages 197-213.
    6. Winters, Meghan & Voss, Christine & Ashe, Maureen C. & Gutteridge, Kaitlyn & McKay, Heather & Sims-Gould, Joanie, 2015. "Where do they go and how do they get there? Older adults' travel behaviour in a highly walkable environment," Social Science & Medicine, Elsevier, vol. 133(C), pages 304-312.
    7. Pettersson, Pierre & Schmöcker, Jan-Dirk, 2010. "Active ageing in developing countries? – trip generation and tour complexity of older people in Metro Manila," Journal of Transport Geography, Elsevier, vol. 18(5), pages 613-623.
    8. Su, Fengming & Bell, Michael G.H., 2009. "Transport for older people: Characteristics and solutions," Research in Transportation Economics, Elsevier, vol. 25(1), pages 46-55.
    9. Darren M. Scott & Kenneth Bruce Newbold & Jamie E.L. Spinney & Ruben Mercado & Antonio Páez & Pavlos S. Kanaroglou, 2009. "New Insights into Senior Travel Behavior: The Canadian Experience," Growth and Change, Wiley Blackwell, vol. 40(1), pages 140-168, March.
    10. Frank Primerano & Michael Taylor & Ladda Pitaksringkarn & Peter Tisato, 2008. "Defining and understanding trip chaining behaviour," Transportation, Springer, vol. 35(1), pages 55-72, January.
    11. 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.
    12. Elisa Barbour & Elizabeth Deakin, 2012. "Smart Growth Planning for Climate Protection," Journal of the American Planning Association, Taylor & Francis Journals, vol. 78(1), pages 70-86.
    13. Eric Hildebrand, 2003. "Dimensions in elderly travel behaviour: A simplified activity-based model using lifestyle clusters," Transportation, Springer, vol. 30(3), pages 285-306, August.
    14. Lars Böcker & Patrick Amen & Marco Helbich, 2017. "Elderly travel frequencies and transport mode choices in Greater Rotterdam, the Netherlands," Transportation, Springer, vol. 44(4), pages 831-852, July.
    15. Antonio Paez & Darren Scott & Dimitris Potoglou & Pavlos Kanaroglou & K. Bruce Newbold, 2007. "Elderly Mobility: Demographic and Spatial Analysis of Trip Making in the Hamilton CMA, Canada," Urban Studies, Urban Studies Journal Limited, vol. 44(1), pages 123-146, January.
    16. 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.
    17. Jinzhou Cao & Qingquan Li & Wei Tu & Feilong Wang, 2019. "Characterizing preferred motif choices and distance impacts," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-17, April.
    18. Kondo, Katsunao & Kitamura, Ryuichi, 1987. "Time-space constraints and the formation of trip chains," Regional Science and Urban Economics, Elsevier, vol. 17(1), pages 49-65, February.
    19. Jan-Dirk Schmöcker & Fengming Su & Robert Noland, 2010. "An analysis of trip chaining among older London residents," Transportation, Springer, vol. 37(1), pages 105-123, January.
    20. Tim Schwanen & Martin Dijst & Frans M. Dieleman, 2001. "Leisure trips of senior citizens: determinants of modal choice," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 92(3), pages 347-360, August.
    21. Sandra Rosenbloom, 2001. "Sustainability and automobility among the elderly: An international assessment," Transportation, Springer, vol. 28(4), pages 375-408, November.
    22. Marta C. González & César A. Hidalgo & Albert-László Barabási, 2009. "Understanding individual human mobility patterns," Nature, Nature, vol. 458(7235), pages 238-238, March.
    23. Goulias, Konstadinos G & Blain, Larry & Kilgren, Neil & Michalowski, Timothy & Murakami, Elaine, 2007. "Catching the Next Big Wave: Are the Observed Behavioral Dynamics of the Baby Boomers Forcing Us to Rethink Regional Travel Demand Models?," University of California Transportation Center, Working Papers qt9f83x03p, University of California Transportation Center.
    24. Xiao-Yong Yan & Wen-Xu Wang & Zi-You Gao & Ying-Cheng Lai, 2017. "Universal model of individual and population mobility on diverse spatial scales," Nature Communications, Nature, vol. 8(1), pages 1-9, December.
    25. 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.
    26. 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.
    27. 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.
    28. Kieran Donaghy & Georg Rudinger & Stefan Poppelreuter, 2004. "Societal trends, mobility behaviour and sustainable transport in Europe and North America," Transport Reviews, Taylor & Francis Journals, vol. 24(6), pages 679-690, August.
    29. Martin Dijst & Velibor Vidakovic, 2000. "Travel time ratio: the key factor of spatial reach," Transportation, Springer, vol. 27(2), pages 179-199, May.
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    2. Su, Rongxiang & Goulias, Konstadinos, 2023. "Untangling the relationships among residential environment, destination choice, and daily walk accessibility," Journal of Transport Geography, Elsevier, vol. 109(C).

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