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The association between spatial attributes and e-shopping in the shopping process for search goods and experience goods: Evidence from Nanjing

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  • Zhen, Feng
  • Du, Xiaojuan
  • Cao, Jason
  • Mokhtarian, Patricia L.

Abstract

The proliferation of e-shopping has implications for shopping travel and commercial land use. Using data collected from adult internet users in Nanjing, China in 2015, this study develops trivariate probit models to explore the influence of spatial attributes on shopping channel choices at the pre-purchase and purchase stages in the shopping process for both search goods (books) and experience goods (clothing). We find that those who live and work in suburban areas are more likely than others to shop at traditional stores to conduct pre-purchase and purchase activities for books and clothing, likely because of the slow diffusion of e-shopping in these areas. On the other hand, travel time to stores is positively associated with online shopping for books but not for clothing, and onerous travel modes are associated with pre-purchase activities on the internet. Thus, shopping accessibility negatively affects e-shopping. However, its effects vary by shopping stage and product type.

Suggested Citation

  • Zhen, Feng & Du, Xiaojuan & Cao, Jason & Mokhtarian, Patricia L., 2018. "The association between spatial attributes and e-shopping in the shopping process for search goods and experience goods: Evidence from Nanjing," Journal of Transport Geography, Elsevier, vol. 66(C), pages 291-299.
    • Handle: RePEc:eee:jotrge:v:66:y:2018:i:c:p:291-299
    DOI: 10.1016/j.jtrangeo.2017.11.007
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    as
    1. Yu Ding & Huapu Lu, 2017. "The interactions between online shopping and personal activity travel behavior: an analysis with a GPS-based activity travel diary," Transportation, Springer, vol. 44(2), pages 311-324, March.
    2. Helen Couclelis, 2004. "Pizza over the Internet: e-commerce, the fragmentation of activity and the tyranny of the region," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 16(1), pages 41-54, January.
    3. Farag, Sendy & Schwanen, Tim & Dijst, Martin & Faber, Jan, 2007. "Shopping online and/or in-store? A structural equation model of the relationships between e-shopping and in-store shopping," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(2), pages 125-141, February.
    4. Schröder, Hendrik & Zaharia, Silvia, 2008. "Linking multi-channel customer behavior with shopping motives: An empirical investigation of a German retailer," Journal of Retailing and Consumer Services, Elsevier, vol. 15(6), pages 452-468.
    5. William P. Anderson & Lata Chatterjee & T.R. Lakshmanan, 2003. "E‐commerce, Transportation, and Economic Geography," Growth and Change, Wiley Blackwell, vol. 34(4), pages 415-432, September.
    6. Patricia Mokhtarian, 2004. "A conceptual analysis of the transportation impacts of B2C e-commerce," Transportation, Springer, vol. 31(3), pages 257-284, August.
    7. Jesse W.J. Weltevreden & Ton Van Rietbergen, 2007. "E‐Shopping Versus City Centre Shopping: The Role Of Perceived City Centre Attractiveness," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 98(1), pages 68-85, February.
    8. Sendy Farag & Jesse Weltevreden & Ton van Rietbergen & Martin Dijst & Frank van Oort, 2006. "E-Shopping in the Netherlands: Does Geography Matter?," Environment and Planning B, , vol. 33(1), pages 59-74, February.
    9. Qing Zhai & Xinyu Cao & Patricia L. Mokhtarian & Feng Zhen, 2017. "The interactions between e-shopping and store shopping in the shopping process for search goods and experience goods," Transportation, Springer, vol. 44(5), pages 885-904, September.
    10. Nelson, Phillip, 1970. "Information and Consumer Behavior," Journal of Political Economy, University of Chicago Press, vol. 78(2), pages 311-329, March-Apr.
    11. Klein, Lisa R., 1998. "Evaluating the Potential of Interactive Media through a New Lens: Search versus Experience Goods," Journal of Business Research, Elsevier, vol. 41(3), pages 195-203, March.
    12. Tim Schwanen & Martin Dijst & Frans M Dieleman, 2002. "A Microlevel Analysis of Residential Context and Travel Time," Environment and Planning A, , vol. 34(8), pages 1487-1507, August.
    13. Young, Gary & Valdez, Emiliano A. & Kohn, Robert, 2009. "Multivariate probit models for conditional claim-types," Insurance: Mathematics and Economics, Elsevier, vol. 44(2), pages 214-228, April.
    14. David Evers, 2002. "The Rise (and fall?) of National Retail Planning," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 93(1), pages 107-113, February.
    15. Jonas De Vos & Patricia L. Mokhtarian & Tim Schwanen & Veronique Van Acker & Frank Witlox, 2016. "Travel mode choice and travel satisfaction: bridging the gap between decision utility and experienced utility," Transportation, Springer, vol. 43(5), pages 771-796, September.
    16. Fang Ren & Mei-Po Kwan, 2009. "The Impact of Geographic Context on E-Shopping Behavior," Environment and Planning B, , vol. 36(2), pages 262-278, April.
    17. Patricia L. Mokhtarian & Wei (Laura) Tang, 2013. "Trivariate probit models of pre-purchase/purchase shopping channel choice: clothing purchases in Northern California," Chapters, in: Stephane Hess & Andrew Daly (ed.), Choice Modelling, chapter 12, pages 243-273, Edward Elgar Publishing.
    18. Rice, Ronald E. & Katz, James E., 0. "Comparing internet and mobile phone usage: digital divides of usage, adoption, and dropouts," Telecommunications Policy, Elsevier, vol. 27(8-9), pages 597-623, September.
    19. Shankar, Venkatesh & Venkatesh, Alladi & Hofacker, Charles & Naik, Prasad, 2010. "Mobile Marketing in the Retailing Environment: Current Insights and Future Research Avenues," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 111-120.
    20. Cao, Xinyu (Jason), 2012. "The relationships between e-shopping and store shopping in the shopping process of search goods," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 993-1002.
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