APJIS Asia Pacific Journal of Information Systems

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The Journal for Information Professionals

Asia Pacific Journal of Information Systems (APJIS), a Scopus and ABDC indexed journal, is a
flagship journal of the information systems (IS) field in the Asia Pacific region.

ISSN 2288-5404 (Print) / ISSN 2288-6818 (Online)

Editor : Byounggu Choi / One-Ki (Daniel) Lee

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Past Issue

Date March 2022
Vol. No. Vol. 32 No. 1
DOI https://doi.org/10.14329/apjis.2022.32.1.51
Page 51~69
Title Emergence of Curbside Pickup: Consumers’ Usage Intention Amid COVID-19 Pandemic
Author Zihsyuan Liu, Youngsok Bang
Keyword Curbside Pickup, COVID-19, Contact Avoidance, Shipping Delays, Vaccination Rate, Immediacy, Political Affiliation
Abstract This study examines how consumers’ intention to use a curbside pickup responds to the COVID-19 vaccination rates. With our first survey conducted in March 2021, we find that a low (high) vaccination rate is associated with consumers’ high (low) intention to maintain contact avoidance and their high (low) anticipation for shipping delays. Heightened contact avoidance and anticipation for shipping delays may encourage consumers to use a curbside pickup. Our results also show that when a product is needed immediately, and a consumer expects shipping delays, s/he is more likely to use a curbside pickup. However, with our second survey conducted in November 2021, we find heterogeneous consumer responses to the vaccination rates. Specifically, consumers’political affiliation moderates the relationship between the vaccination rates and their intention to maintain contact avoidance. The association between the vaccination rates and the anticipation for shipping delays is also weakened compared to March 2021. Our empirical results illustrate how consumers’ intention to use a curbside pickup emerges and changes amid the COVID-19 pandemic.


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