Author
Listed:
- Shu-Hsien Liao
- Retno Widowati
- Pham Nguyen My Hanh
Abstract
The Covid-19 pandemic began as early as November 2019, and its first negative impact on business activities was in the retail industry since isolation orders pushed the market into closed environments that restricted payment and delivery services. With the Internet and apps, special delivery platforms are popular and changes in mobile payment methods have facilitated retail operations, such as delivery services. Mobile payments and delivery service have increased globally as attractive transaction methods during the Covid-19 pandemic. Along with mobile payments, with the growing demand for convenience and cultural climate, delivery services in Vietnam became even more popular during the Covid-19 pandemic since they are considered useful, convenient, and safe means to reduce the risk of exposure to infection. This empirical study investigates Vietnamese consumer behaviors with mobile payment and delivery services during the pandemic. Data mining analytics, including association rules and clustering analysis for investigating mobile payment and delivery service business model development. Thus, this study finds several knowledge clusters, which are named the Cluster-1 Women’s Workforce Group; the Cluster-2 Men’s Workforce Group; and the Cluster-3 Student Group. In addition, patterns and rules which found the associations of consumer behavior and delivery service preferences; and the associations of consumer behavior and mobile payment and delivery service preferences; in terms of for indicating how mobile payment and delivery services can serve customers for Vietnam retail businesses.
Suggested Citation
Shu-Hsien Liao & Retno Widowati & Pham Nguyen My Hanh, 2025.
"Mobile Payment and Delivery Services in Vietnam During the Covid-19 Pandemic: A Data Mining Analytics Investigation,"
SAGE Open, , vol. 15(3), pages 21582440251, August.
Handle:
RePEc:sae:sagope:v:15:y:2025:i:3:p:21582440251367114
DOI: 10.1177/21582440251367114
Download full text from publisher
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:sagope:v:15:y:2025:i:3:p:21582440251367114. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
We have no bibliographic references for this item. You can help adding them by using this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .
Please note that corrections may take a couple of weeks to filter through
the various RePEc services.