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Adoption of delivery services in light of the COVID pandemic: Who and how long?

Author

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  • Wang, Xiaokun (Cara)
  • Kim, Woojung
  • Holguín-Veras, José
  • Schmid, Joshua

Abstract

A significant growth in demand for online shopping in light of the Coronavirus Disease (COVID) crisis has received attention from transportation practitioners, policy-makers, and researchers. However, an important question arises in this increase in online shopping and resulting deliveries: How long will this last? Very little is known whether this popularity would last a long time. To address this question, the authors conducted a survey of 915 individuals residing in the U.S. and classified them into the four distinctive consumer types (i.e., the prior adopter, temporary adopter and permanent new adopter, and non-adopter) depending on their usage of delivery services before, during, and after (expected) the COVID crisis. This research aims to gain behavioral insight by exploring the differences between the four consumer types and investigating factors affecting the initial adoption and continuance intention of using delivery services. The descriptive analysis revealed that there are clear differences not only between the four types of consumers but also between the four product types (i.e., grocery, food, home goods, and other packages) considered in the survey. The models found that factors affecting the initial adoption and continuance intention are different from the previous studies conducted before the COVID pandemic. Implications for planning and policymaking are also discussed.

Suggested Citation

  • Wang, Xiaokun (Cara) & Kim, Woojung & Holguín-Veras, José & Schmid, Joshua, 2021. "Adoption of delivery services in light of the COVID pandemic: Who and how long?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 154(C), pages 270-286.
  • Handle: RePEc:eee:transa:v:154:y:2021:i:c:p:270-286
    DOI: 10.1016/j.tra.2021.10.012
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    References listed on IDEAS

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    1. Lee, Richard J. & Sener, Ipek N. & Mokhtarian, Patricia L. & Handy, Susan L., 2017. "Relationships between the online and in-store shopping frequency of Davis, California residents," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 40-52.
    2. Lin, Zhibin & Filieri, Raffaele, 2015. "Airline passengers’ continuance intention towards online check-in services: The role of personal innovativeness and subjective knowledge," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 81(C), pages 158-168.
    3. Viswanath Venkatesh, 2000. "Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion into the Technology Acceptance Model," Information Systems Research, INFORMS, vol. 11(4), pages 342-365, December.
    4. Hiser, Jennifer & Nayga, Rodolfo M., Jr. & Capps, Oral, Jr., 1999. "An Exploratory Analysis Of Familiarity And Willingness To Use Online Food Shopping Services In A Local Area Of Texas," Journal of Food Distribution Research, Food Distribution Research Society, vol. 30(1), pages 1-13, March.
    5. Xi, Guangliang & Cao, Xinyu & Zhen, Feng, 2020. "The impacts of same day delivery online shopping on local store shopping in Nanjing, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 136(C), pages 35-47.
    6. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    7. Haomin Zhang & Zhijun Lin & Ming Liu & Kai Wang, 2020. "Customer concentration and over-investment," Applied Economics, Taylor & Francis Journals, vol. 52(46), pages 5035-5045, October.
    8. Patricia Mokhtarian, 2004. "A conceptual analysis of the transportation impacts of B2C e-commerce," Transportation, Springer, vol. 31(3), pages 257-284, August.
    9. Schmid, Joshua & Wang, Xiaokun (Cara) & Conway, Alison, 2018. "Commercial vehicle parking duration in New York City and its implications for planning," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 580-590.
    10. 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.
    11. Chen, Quanquan & Conway, Alison & Cheng, Jialei, 2017. "Parking for residential delivery in New York City: Regulations and behavior," Transport Policy, Elsevier, vol. 54(C), pages 53-60.
    12. Cheng, Peng & OuYang, Zhe & Liu, Yang, 2019. "Understanding bike sharing use over time by employing extended technology continuance theory," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 433-443.
    13. Jasper Grashuis & Theodoros Skevas & Michelle S. Segovia, 2020. "Grocery Shopping Preferences during the COVID-19 Pandemic," Sustainability, MDPI, vol. 12(13), pages 1-10, July.
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