4.5 Article

Blazing the Trail: Considering Browsing Path Dependence in Online Service Response Strategy

期刊

INFORMATION SYSTEMS FRONTIERS
卷 25, 期 4, 页码 1605-1619

出版社

SPRINGER
DOI: 10.1007/s10796-022-10311-3

关键词

E-commerce; Business Analytics; Consumer Behavior; Path Dependence; Duration Analysis

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This study examines the impact of sequential browsing behavior on marketing strategies on e-commerce platforms using clickstream data. The findings demonstrate the accuracy of using sequential browsing path dependence to explain consumer behavior, as well as the patterns and heterogeneity of consumer groups' behavioral intentions. The implications of this study provide valuable insights for strategically managing branding, marketing, and customer relations on e-commerce platforms.
Competition on e-commerce platforms is becoming increasingly fierce, due to the ease of online searching for comparing products and services. We examine how the sequential browsing behavior of consumers can enable targeted marketing strategies on e-commerce platforms, by using clickstream data from one of the largest e-commerce platforms in Asia. We deploy duration analysis to i) explore how path dependence can better explain consumers' sequential browsing behavior in different product categories, and ii) characterize the sequential browsing behavior of heterogeneous consumer groups. The findings of our work showcase i) the high accuracy of using sequential browsing path dependence to explain consumer behavior, ii) the patterns of their behavioral intentions and iii) the spell of the behavior of heterogeneous consumer groups. Our findings provide nuanced implications for strategically managing branding, marketing, and customer relations on e-commerce platforms. We discuss the implications of our findings for both research and practice, and we delineate an agenda for future research on the topic.

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