The interactions between online shopping and personal activity travel behavior: an analysis with a GPS-based activity travel diary
Tóm tắt
Accompanying the widespread use of the Internet, the popularity of e-commerce is growing in developing countries such as China. Online shopping has significant effects on in-store shopping and on other personal activity travel behavior such as leisure activities and trip chaining behavior. Using data collected from a GPS-based activity travel diary in the Shangdi area of Beijing, this paper investigates the relationships between online shopping, in-store shopping and other dimensions of activity travel behavior using a structural equation modelling framework. Our results show that online buying frequency has positive effects on the frequencies of both in-store shopping and online searching, and in-store shopping frequency positively affects the frequency of online searching. Frequent online purchasers tend to shop in stores on weekends rather than weekdays. We also found a negative effect of online buying on the frequency of leisure activities, indicating that online shopping may reduce out-of-home leisure trips.
Tài liệu tham khảo
Bhat, C.R., Sivakumar, A., Axhausen, K.W.: An analysis of the impact of information and communication technologies on non-maintenance shopping activities. Transp. Res. Part B 37(10), 857–881 (2003)
Bollen, K.A.: Structural equations with latent variables. Wiley, New York (1989)
Bureau of Statistics of Beijing: Beijing Statistical Yearbook 2013. China Statistical Press, Beijing (2013)
Cao, X.: E-shopping, spatial attributes, and personal travel: a review of empirical studies. Transp. Res. Rec. 2135, 160–169 (2009)
Cao, X., Douma, F., Cleaveland, F.: The influence of e-shopping on shopping travel: evidence from Twin Cities. Transp. Res. Rec. 2157, 147–154 (2010)
Cao, X., Xu, Z., Douma, F.: The interactions between e-shopping and traditional in-store shopping: an application of structural equations model. Transportation 39, 957–974 (2012)
China Internet Network Information Center (CNNIC): Chinese online shopping Market Research Report 2013 (2014)
Ding, Y., Lu, H., Zhang, L.: An analysis of activity time use on vehicle usage rationed days. Transportation (2014). doi:10.1007/s11116-014-9568-8
Farag, S., Schwanen, T., Dijst, M.: Empirical investigation of online searching and buying and their relationship to shopping trips. Transp. Res. Rec. 1926, 242–251 (2005)
Farag, S., Schwanen, T., Dijst, M., Faber, J.: Shopping online and/or in-store? A structural equation model of the relationships between e-shopping and in-store shopping. Transp. Res. Part A 41(2), 125–141 (2007)
Ferrell, C.: Home-based teleshoppers and shopping travel: do teleshoppers travel less? Transp. Res. Part A 1894, 241–248 (2004)
Ferrell, C.: Home-based teleshopping and shopping travel: where do people find the time? Transportation Research Record: Journal of the Transportation Research Board 1926, 212–223 (2005)
Golob, T.F.: Structural equation modeling for travel behavior research. Transp. Res. Part B 37, 1–25 (2003)
Kline, R.B.: Principles and Practice of Structural Equation Modeling. Guilford Press, New York (2005)
Lu, X., Pas, E.I.: Socio-demographics, activity participation and travel behavior. Transp. Res. Part A 33, 1–18 (1999)
Mokhtarian, P.L.: A conceptual analysis of the transportation impacts of B2C e-commerce. Transportation 31, 257–284 (2004)
Mokhtarian, P.L., Salomon, I., Handy, S.L.: The impacts of ICT on leisure activities and travel: a conceptual exploration. Transportation 33, 263–289 (2006)
Rotem-Mindali, O.: E-tail versus retail: the effects on shopping related travel empirical evidence from Israel. Transp. Policy 17(5), 312–322 (2010)
Rotem-Mindali, O., Weltevreden, J.W.J.: Transport effects of e-commerce: what can be learned after years of research? Transportation 40, 867–885 (2013)
Sugie, Y., Zhang, J., Fujiwara, A.: A weekend shopping activity participation model dependent on weekday shopping behavior. J. Retail. Consum. Serv. 10(6), 335–343 (2003)
Ward, M.R., Morganosky, M.: Consumer acquisition of product information and subsequent purchase channel decisions. In: Baye, M.R. (ed.) Advances in Applied Microeconomics: The Economics of the Internet and E-Commerce. Elsevier Science, Amsterdam (2002)
Weltevreden, J.W.J.: Substitution or complementarity? How the Internet changes city center shopping. J. Retail. Consum. Serv. 14(3), 192–207 (2007)
Weltevreden, J.W.J., Van Rietbergen, T.: E-shopping versus city centre shopping: the role of perceived city centre attractiveness. Tijdschr. Econ Soc Geogr 98, 68–85 (2007)
Zhang, M.: Exploring the relationship between urban form and nonwork travel through time use analysis. Landsc. Urban Plan. 73, 244–261 (2005)
Zhou, Y., Wang, X.: Explore the relationship between online shopping and shopping trips: an analysis with the 2009 NHTS data. Transp. Res. Part A 70, 1–9 (2014)