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When do shoppers prefer using QR codes? Empirical evidence from Vietnam

Author

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  • Man The Nguyen

    (International University
    Vietnam National University Ho Chi Minh City>)

  • Tho Alang

    (International University
    Vietnam National University Ho Chi Minh City>)

Abstract

This research aimed to explore the factors influencing the behavioural intention to use over-the-counter (OTC) QR codes for purchasing products in Vietnamese supermarkets. The study included 996 consumers and employed a questionnaire-based survey method to test the hypotheses using partial least squares structural equation modelling (PLS-SEM). Drawing on the theory of reasoned action (TRA) and signalling theory, the findings identified five key factors that positively affected the intention to use OTC QR codes: perceived usefulness of OTC QR codes (e.g., for payment and traceability), attitude, customer satisfaction, and supply chain transparency. Additionally, the perceived usefulness of OTC QR codes positively impacted attitude and customer satisfaction, while its usefulness for traceability enhanced supply chain transparency. The study also identified the moderating influence of personal innovativeness on the relationship between perceived usefulness of OTC QR codes for payment and attitude and customer satisfaction. Furthermore, the moderating role of electronic Word-of-Mouth (e-Word-of-Mouth) in the relationship between customer satisfaction, attitude, and behavioural intention was discovered. This research contributes to the existing literature by expanding our understanding of the perceived usefulness of OTC QR codes and elucidating the various mechanisms through which their both functionalities could encourage consumer adoption in the context of Vietnamese supermarkets.

Suggested Citation

  • Man The Nguyen & Tho Alang, 2024. "When do shoppers prefer using QR codes? Empirical evidence from Vietnam," Future Business Journal, Springer, vol. 10(1), pages 1-21, December.
  • Handle: RePEc:spr:futbus:v:10:y:2024:i:1:d:10.1186_s43093-024-00391-9
    DOI: 10.1186/s43093-024-00391-9
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    1. Sachin Kamble & Angappa Gunasekaran & Himanshu Arha, 2019. "Understanding the Blockchain technology adoption in supply chains-Indian context," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2009-2033, April.
    2. Ritu Agarwal & Jayesh Prasad, 1998. "A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology," Information Systems Research, INFORMS, vol. 9(2), pages 204-215, June.
    3. Michael Spence, 2002. "Signaling in Retrospect and the Informational Structure of Markets," American Economic Review, American Economic Association, vol. 92(3), pages 434-459, June.
    4. Muslim Amin & Sajad Rezaei & Maryam Abolghasemi, 2014. "User satisfaction with mobile websites: the impact of perceived usefulness (PU), perceived ease of use (PEOU) and trust," Nankai Business Review International, Emerald Group Publishing Limited, vol. 5(3), pages 258-274, July.
    5. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    6. Verma, Sanjeev & Yadav, Neha, 2021. "Past, Present, and Future of Electronic Word of Mouth (EWOM)," Journal of Interactive Marketing, Elsevier, vol. 53(C), pages 111-128.
    7. Kristoffer Francisco & David Swanson, 2018. "The Supply Chain Has No Clothes: Technology Adoption of Blockchain for Supply Chain Transparency," Logistics, MDPI, vol. 2(1), pages 1-13, January.
    8. Rubén Hernando & José A. Macías, 2023. "Development of usable applications featuring QR codes for enhancing interaction and acceptance: a case study," Behaviour and Information Technology, Taylor & Francis Journals, vol. 42(4), pages 360-378, March.
    9. Joseph E. Stiglitz, 2002. "Information and the Change in the Paradigm in Economics," American Economic Review, American Economic Association, vol. 92(3), pages 460-501, June.
    10. Liu, Hua & Ma, Ruili & He, Guangyao & Lamrabet, Abdesslam & Fu, Shaoling, 2023. "The impact of blockchain technology on the online purchase behavior of green agricultural products," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    11. Nilsah Cavdar Aksoy & Alev Kocak Alan & Ebru Tumer Kabadayi & Hayri Sinan Dagistanli, 2021. "How do people adopt information on social media? The role of e-WOM in revealing travel itineraries," International Journal of Internet Marketing and Advertising, Inderscience Enterprises Ltd, vol. 15(5/6), pages 550-569.
    12. Faten Aisyah Ahmad Ramli & Muhammad Iskandar Hamzah & Siti Norida Wahab & Rishabh Shekhar, 2023. "Modeling the Brand Equity and Usage Intention of QR-Code E-Wallets," FinTech, MDPI, vol. 2(2), pages 1-16, March.
    13. Ela Sibel Bayrak Meydanoğlu & Ahmet Mete Çilingirtürk & Stephan Böhm & Müge Klein, 2018. "QR code advertising: a cross-country comparison of Turkish and German consumers," International Journal of Internet Marketing and Advertising, Inderscience Enterprises Ltd, vol. 12(1), pages 40-68.
    14. Hamzah, Muhammad Iskandar & Ramli, Faten Aisyah Ahmad & Shaw, Norman, 2023. "The moderating influence of brand image on consumers' adoption of QR-code e-wallets," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    15. Bumblauskas, Daniel & Mann, Arti & Dugan, Brett & Rittmer, Jacy, 2020. "A blockchain use case in food distribution: Do you know where your food has been?," International Journal of Information Management, Elsevier, vol. 52(C).
    16. Zohra Ghali-Zinoubi, 2023. "Online Retailers’ Perceived Ethics and Consumer Repetitive Purchases Under the Moderating Role of Reputation: A Commitment-Trust Theory Perspective," SAGE Open, , vol. 13(4), pages 21582440231, November.
    17. Singh, Nidhi & Sinha, Neena & Liébana-Cabanillas, Francisco J., 2020. "Determining factors in the adoption and recommendation of mobile wallet services in India: Analysis of the effect of innovativeness, stress to use and social influence," International Journal of Information Management, Elsevier, vol. 50(C), pages 191-205.
    18. Muslim Amin & Sajad Rezaei & Maryam Abolghasemi, 2014. "User satisfaction with mobile websites: the impact of perceived usefulness (PU), perceived ease of use (PEOU) and trust," Nankai Business Review International, Emerald Group Publishing Limited, vol. 5(3), pages 258-274, July.
    19. Sun, Yang & Gonzalez-Jimenez, Hector & Wang, Shenghui, 2021. "Examining the relationships between e-WOM, consumer ethnocentrism and brand equity," Journal of Business Research, Elsevier, vol. 130(C), pages 564-573.
    20. Dianhui Mao & Fan Wang & Zhihao Hao & Haisheng Li, 2018. "Credit Evaluation System Based on Blockchain for Multiple Stakeholders in the Food Supply Chain," IJERPH, MDPI, vol. 15(8), pages 1-21, August.
    21. Necmi Kemal Avkiran, 2018. "An in-depth discussion and illustration of partial least squares structural equation modeling in health care," Health Care Management Science, Springer, vol. 21(3), pages 401-408, September.
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