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Exploring shopping travel behavior of millennials in Beijing: Impacts of built environment, life stages, and subjective preferences

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  • Zhang, Yixue
  • Zhao, Pengjun
  • Lin, Jen-Jia

Abstract

China’s cities have witnessed rapid growth of the consumption economy in recent years. The millennials (defined in this study as those born between 1980 and 2000, also known as Generation Y) have become one of the main forces of domestic consumption. Thus, shopping trips of millennials significantly influence the transportation sector in the context of the consumption society. Previous studies intensively investigated the determinants of non-work travel. However, only a few empirical analyses were conducted on the shopping travel behavior of millennials in China’s cities. In addition, few studies integrated the influence of life stages and shopping habits in their analysis of travel behavior. The purpose of the study is to fill these research gaps by taking Beijing as a case. By using travel survey data in Beijing, this study explores the characteristics and determinants of shopping travel by millennials. A multinomial logistic (MNL) model is applied to investigate the travel mode choice of millennials for shopping purposes. A latent class (LC) model is used to further specify segment preferences according to individual life stages and shopping habits. The impacts of several major factors are addressed. These factors include neighborhood built environments, individual subjective attitudes toward travel, and household attributes. Results show that the completed commercial facilities and public transportation connections surrounding the neighborhoods would encourage shopping by walking or cycling. The findings and conclusions could enhance the knowledge of millennials’ travel behavior and contribute to policy-making to encourage sustainable transport by integrating land use and transportation planning strategies.

Suggested Citation

  • Zhang, Yixue & Zhao, Pengjun & Lin, Jen-Jia, 2021. "Exploring shopping travel behavior of millennials in Beijing: Impacts of built environment, life stages, and subjective preferences," Transportation Research Part A: Policy and Practice, Elsevier, vol. 147(C), pages 49-60.
    • Handle: RePEc:eee:transa:v:147:y:2021:i:c:p:49-60
    DOI: 10.1016/j.tra.2021.03.012
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    References listed on IDEAS

    as
    1. Ralph, Kelcie & Voulgaris, Carole Turley & Taylor, Brian D. & Blumenberg, Evelyn & Brown, Anne E., 2016. "Millennials, built form, and travel insights from a nationwide typology of U.S. neighborhoods," Journal of Transport Geography, Elsevier, vol. 57(C), pages 218-226.
    2. Yusak O. Susilo & Nathan Hanks & Mahmud Ullah, 2013. "An exploration of shoppers travel mode choice in visiting convenience stores in the UK," Transportation Planning and Technology, Taylor & Francis Journals, vol. 36(8), pages 669-684, December.
    3. Cao, Xinyu (Jason) & Mokhtarian, Patricia L. & Handy, Susan L., 2009. "The relationship between the built environment and nonwork travel: A case study of Northern California," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(5), pages 548-559, June.
    4. Venu M. Garikapati & Ram M. Pendyala & Eric A. Morris & Patricia L. Mokhtarian & Noreen McDonald, 2016. "Activity patterns, time use, and travel of millennials: a generation in transition?," Transport Reviews, Taylor & Francis Journals, vol. 36(5), pages 558-584, September.
    5. Liu, Zhiqiang, 2005. "Institution and inequality: the hukou system in China," Journal of Comparative Economics, Elsevier, vol. 33(1), pages 133-157, March.
    6. Thigpen, Calvin & Handy, Susan, 2018. "Driver's licensing delay: A retrospective case study of the impact of attitudes, parental and social influences, and intergenerational differences," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 24-40.
    7. Morris, Eric A. & Blumenberg, Evelyn & Guerra, Erick, 2020. "Does lacking a car put the brakes on activity participation? Private vehicle access and access to opportunities among low-income adults," Transportation Research Part A: Policy and Practice, Elsevier, vol. 136(C), pages 375-397.
    8. Tobias Kuhnimhof & Jimmy Armoogum & Ralph Buehler & Joyce Dargay & Jon Martin Denstadli & Toshiyuki Yamamoto, 2012. "Men Shape a Downward Trend in Car Use among Young Adults—Evidence from Six Industrialized Countries," Transport Reviews, Taylor & Francis Journals, vol. 32(6), pages 761-779, September.
    9. Sanders, Rebecca L & Cooper, Jill F, 2013. "Do All Roadway Users Want the Same Things?," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt1zn7w26v, Institute of Transportation Studies, UC Berkeley.
    10. Feng, Jianxi & Dijst, Martin & Wissink, Bart & Prillwitz, Jan, 2013. "The impacts of household structure on the travel behaviour of seniors and young parents in China," Journal of Transport Geography, Elsevier, vol. 30(C), pages 117-126.
    11. Alexia Prskawetz & Jiang Leiwen & Brian C. O Neill, 2004. "Demographic composition and projections of car use in Austria," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 2(1), pages 175-202.
    12. Kuhnimhof, Tobias & Buehler, Ralph & Wirtz, Matthias & Kalinowska, Dominika, 2012. "Travel trends among young adults in Germany: increasing multimodality and declining car use for men," Journal of Transport Geography, Elsevier, vol. 24(C), pages 443-450.
    13. 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.
    14. Nolan, Anne, 2010. "A dynamic analysis of household car ownership," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(6), pages 446-455, July.
    15. Marlon G. Boarnet & Sharon Sarmiento, 1998. "Can Land-use Policy Really Affect Travel Behaviour? A Study of the Link between Non-work Travel and Land-use Characteristics," Urban Studies, Urban Studies Journal Limited, vol. 35(7), pages 1155-1169, June.
    16. Junyi Shen, 2009. "Latent class model or mixed logit model? A comparison by transport mode choice data," Applied Economics, Taylor & Francis Journals, vol. 41(22), pages 2915-2924.
    17. Wang, Kailai & Akar, Gulsah & Chen, Yu-Jen, 2018. "Bike sharing differences among Millennials, Gen Xers, and Baby Boomers: Lessons learnt from New York City’s bike share," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 1-14.
    18. Greene, William H. & Hensher, David A., 2003. "A latent class model for discrete choice analysis: contrasts with mixed logit," Transportation Research Part B: Methodological, Elsevier, vol. 37(8), pages 681-698, September.
    19. Sarrias, Mauricio & Daziano, Ricardo, 2017. "Multinomial Logit Models with Continuous and Discrete Individual Heterogeneity in R: The gmnl Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 79(i02).
    20. Lissitsa, Sabina & Kol, Ofrit, 2016. "Generation X vs. Generation Y – A decade of online shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 31(C), pages 304-312.
    21. Alexa Delbosc & Graham Currie, 2013. "Causes of Youth Licensing Decline: A Synthesis of Evidence," Transport Reviews, Taylor & Francis Journals, vol. 33(3), pages 271-290, May.
    22. Paulley, Neil & Balcombe, Richard & Mackett, Roger & Titheridge, Helena & Preston, John & Wardman, Mark & Shires, Jeremy & White, Peter, 2006. "The demand for public transport: The effects of fares, quality of service, income and car ownership," Transport Policy, Elsevier, vol. 13(4), pages 295-306, July.
    23. Klein, Nicholas J. & Smart, Michael J., 2017. "Millennials and car ownership: Less money, fewer cars," Transport Policy, Elsevier, vol. 53(C), pages 20-29.
    24. David Metz, 2013. "Peak Car and Beyond: The Fourth Era of Travel," Transport Reviews, Taylor & Francis Journals, vol. 33(3), pages 255-270, May.
    25. Tobias Kuhnimhof & Dirk Zumkeller & Bastian Chlond, 2013. "Who Made Peak Car, and How? A Breakdown of Trends over Four Decades in Four Countries," Transport Reviews, Taylor & Francis Journals, vol. 33(3), pages 325-342, May.
    26. Matthew J. Haught & Ran Wei & Yang Xuerui & Jin Zhang, 2014. "Understanding the Psychology of Mobile Phone Use and Mobile Shopping of the 1990s Cohort in China: A Lifestyle Approach," International Journal of Online Marketing (IJOM), IGI Global, vol. 4(3), pages 68-84, July.
    27. Shen, Qing & Chen, Peng & Pan, Haixiao, 2016. "Factors affecting car ownership and mode choice in rail transit-supported suburbs of a large Chinese city," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 31-44.
    28. Susilo, Yusak O. & Hanks, Nathan & Ullah, Mahmud, 2013. "An exploration of shoppers travel mode choice in visiting convenience stores in the United Kingdom," Working papers in Transport Economics 2013:20, CTS - Centre for Transport Studies Stockholm (KTH and VTI).
    29. Wu, Lingling & Zhang, Junyi & Fujiwara, Akimasa, 2011. "Representing tourists’ heterogeneous choices of destination and travel party with an integrated latent class and nested logit model," Tourism Management, Elsevier, vol. 32(6), pages 1407-1413.
    30. Dargay, Joyce M, 2001. "The effect of income on car ownership: evidence of asymmetry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(9), pages 807-821, November.
    31. 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.
    32. Susan Handy & Kelly Clifton, 2001. "Local shopping as a strategy for reducing automobile travel," Transportation, Springer, vol. 28(4), pages 317-346, November.
    33. Shang Gao & John Krogstie & Zhihao Chen & Wenyan Zhou, 2014. "Lifestyles and Mobile Services Adoption in China," International Journal of E-Business Research (IJEBR), IGI Global, vol. 10(3), pages 36-53, July.
    34. Giuliano, Genevieve & Dargay, Joyce, 2006. "Car ownership, travel and land use: a comparison of the US and Great Britain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(2), pages 106-124, February.
    35. Paul M. Ong, 2002. "Car ownership and welfare-to-work," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 21(2), pages 239-252.
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