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The Behavior of Using Blockchain-Integrated Supply Chain Management Systems on E-commerce Distribution Channel

  • Nhan Cam TRI (Ho Chi Minh City University of Economics and Finance)
  • Received : 2024.08.26
  • Accepted : 2024.11.05
  • Published : 2024.11.30

Abstract

Purpose: Blockchain technology is becoming increasingly important in e-commerce trading applications thanks to the many benefits it brings. The research aims to understand the factors affecting the behavior of using blockchain-integrated supply chain management systems on e-commerce distribution channel. Research design, data and methodology: Based on the UTAUT2 model, a theoretical research model was developed. Data was collected from 348 buyers who are using a blockchain-integrated SCM system. Results: The results of testing the hypotheses showed that performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation, and price value had a positive impact on behavior intention. The outcomes further demonstrated that use behavior is directly impacted by behavior intention. The findings also supported the study model's behavior intention's mediating function. Conclusions: This has confirmed that the application and integration of blockchain technology into the supply chain management system is being very well received in Vietnam. Policy recommendations and suggestions for businesses are based on these results. This result contributes to the TAM and TPB theories on usage behavior through the promotion of factors influencing behavior intention. The implications drawn from the research results help businesses and managers make effective decisions in promoting the use of blockchain technology on e-commerce distribution channel.

Keywords

References

  1. Ajzen, I., & Fishbein, M. (1975). A Bayesian analysis of attribution processes. Psychological Bulletin, 82(2), 261-277. https://doi.org/10.1037/h0076477
  2. Aslam, J., Saleem, A., Khan, N. T., & Kim, Y. B. (2021). Factors influencing blockchain adoption in supply chain management practices: A study based on the oil industry. Journal of Innovation and Knowledge, 6(2), 124-134. https://doi.org/10.1016/j.jik.2021.01.002
  3. Avinash, B. M., Divakar, G. M., Potluri, R. M., & Megha, B. (2024). Impact of Big Data Analytics on Indian E-Tailing from SCM to TCS. Journal of Distribution Science, 22(8), 65-76. https://doi.org/10.15722/jds.22.08.202408.65
  4. Chowdhury, S., Rodriguez-Espindola, O., Dey, P., & Budhwar, P. (2022). Blockchain technology adoption for managing risks in operations and supply chain management: evidence from the UK. Annals of Operations Research. https://doi.org/10.1007/s10479-021-04487-1
  5. Davis, F. D. (1993). User acceptance of information technology: system characteristics, user perceptions and behavioral impacts. International journal of man-machine studies, 38(3), 475-487.
  6. Duan, K., Pang, G., & Lin, Y. (2023). Exploring the current status and future opportunities of blockchain technology adoption and application in supply chain management. Journal of Digital Economy, 2(September 2023), 244-288. https://doi.org/10.1016/j.jdec.2024.01.005
  7. Fan, Z. P., Wu, X. Y., & Cao, B. B. (2022). Considering the traceability awareness of consumers: should the supply chain adopt the blockchain technology? Annals of Operations Research, 309(2), 837-860. https://doi.org/10.1007/s10479-020-03729-y
  8. Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research This, 18(1), 39-50. http://www.jstor.org/stable/3151312
  9. Hair, Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling ( PLS-SEM ) Using R. Springer Nature.
  10. Hair, R., JJ, S. M., & Ringle, C. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2-24. https://doi.org/10.1108/EBR-11-2018-0203
  11. Hair, Sarstedt, M., Ringle, C. M., & Gudergan, S. P. (2017). Advanced issues in partial least squares structural equation modeling. Sage Publications.
  12. Haq, I. U., & Awan, T. M. (2020). Impact of e-banking service quality on e-loyalty in pandemic times through interplay of e-satisfaction. Vilakshan-XIMB Journal of Management, 17(1/2), 39-55. https://doi.org/DOI 10.1108/XJM-07-2020-0039
  13. Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: Updated guidelines. Industrial Management and Data Systems, 116(1), 2-20. https://doi.org/10.1108/IMDS-09-2015-0382
  14. Idrawahyuni, PAGALUNG, G., SAID, D., & PONTOH, G. T. (2024). Role of Big Data Technology and Whistleblowing System in Distribution of Fraud Detection. Journal of Distribution Science, 22(9), 1-12. https://doi.org/10.15722/jds.22.09.202409.1
  15. Javaid, M., Haleem, A., Singh, R. P., Suman, R., &Khan, S. (2022). A review of Blockchain Technology applications for financial services. BenchCouncil Transactions on Benchmarks, Standards and Evaluations, 2(3), 100073. https://doi.org/10.1016/j.tbench.2022.100073
  16. Kuhn, O., Jacob, A., & Schuller, M. (2019). Blockchain Adoption at German Logistics Service Providers. Hamburg International Conference of Logistics(HICL), 387-411.
  17. Kumari, A., & Devi, N. C. (2023). Blockchain technology acceptance by investment professionals: a decomposed TPB model. Journal of Financial Reporting and Accounting, 21(1), 45-59. https://doi.org/10.1108/JFRA-12-2021-0466
  18. Lin, X., Chang, S. C., Chou, T. H., Chen, S. C., & Ruangkanjanases, A. (2021). Consumers' intention to adopt blockchain food traceability technology towards organic food products. International Journal of Environmental Research and Public Health, 18(3), 1-19. https://doi.org/10.3390/ijerph18030912
  19. Madden, T. J., Ellen, P. S., & Ajzen, I. (1992). A comparison of the theory of planned behavior and the theory of reasoned action. Personality and Social Psychology Bulletin, February, 3-9. https://doi.org/10.1177/0146167292181001
  20. Maulidina, P. R., Sarno, R., Sungkono, K. R., & Giranita, T. A. (2020). Using extended UTAUT2 Model to Determine Factors Influencing the Use of Shopee E-commerce. Proceedings - 2020 International Seminar on Application for Technology of Information and Communication: IT Challenges for Sustainability, Scalability, and Security in the Age of Digital Disruption, ISemantic 2020, 493-498. https://doi.org/10.1109/iSemantic50169.2020.9234255
  21. METRIC.VN. (2023). E-commerce market report. https://metric.vn/insights/wp-content/uploads/2023/04/Metric-Ecom-Report-Q1.2023.pdf
  22. Naef, S., Wagner, S. M., & Saur, C. (2024). Blockchain and network governance: learning from applications in the supply chain sector. Production Planning and Control, 35(9), 932-946. https://doi.org/10.1080/09537287.2022.2044072
  23. Nguyen, T. L., Anh, T., Tran, P., Le, D. T., & Pham, T. Van. (2024). Enterprise Innovation in The Distribution Sector Such as Logistics and Trade Towards Green and Sustainable Development. Journal of Distribution Science, 10, 1-12.
  24. Osato Itohan Oriekhoe, Bankole Ibrahim Ashiwaju, Kelechi Chidiebere Ihemereze, Uneku Ikwue, & Chioma Ann Udeh. (2024). Blockchain Technology in Supply Chain Management: a Comprehensive Review. International Journal of Management & Entrepreneurship Research, 6(1), 150-166. https://doi.org/10.51594/ijmer.v6i1.714
  25. Ozdemir, A. I., Ar, I. M., & Erol, I. (2020). Assessment of blockchain applications in travel and tourism industry. Quality and Quantity, 54(5-6), 1549-1563. https://doi.org/10.1007/s11135-019-00901-w
  26. Queiroz, M. M., Telles, R., Bonilla, S. H., & Telles, R. (2019). Blockchain and supply chain management integration: a systematic review of the literature. Supply Chain Management: An International Journal, 25(2), 241-254. https://doi.org/10.1108/SCM-03-2018-0143
  27. Ramirez, J., Herrera, H., Redondo, O., & Sulbaran, S. (2024). Implementation of Artificial Intelligence Systems for Agri-food Supply Chains: A Bibliometric Approach. Journal of Distribution Science, 22(6), 83-93. https://doi.org/10.15722/jds.22.06.202406.83
  28. Sang, T. M. (2023). Digital transformation toward sustainable development in Vietnamese small and medium enterprises. Management and Marketing, 18(s1), 459-473. https://doi.org/10.2478/mmcks-2023-0025
  29. Schuetz, S., & Venkatesh, V. (2020). Blockchain, adoption, and financial inclusion in India: Research opportunities. International Journal of Information Management, 52(52), 1-22.
  30. Sengupta, K. (2021). Blockchain Applications in Supply Chain. The Emerald Handbook of Blockchain for Business, 325-339. https://doi.org/10.1108/978-1-83982-198-120211025
  31. Setiyani, L., Natalia, I., & Liswadi, G. T. (2023). Analysis of Behavioral Intentions of E-Commerce Shopee Users in Indonesia Using UTAUT2. ADI Journal on Recent Innovation (AJRI), 4(2), 160-171. https://doi.org/10.34306/ajri.v4i2.861
  32. Sharma, A., Sharma, A., Singh, R. K., & Bhatia, T. (2023). Blockchain adoption in agri-food supply chain management: an empirical study of the main drivers using extended UTAUT. Business Process Management Journal, 29(3), 737-756. https://doi.org/10.1108/BPMJ-10-2022-0543
  33. Sharma, D., & Vaid, Y. K. (2023). Factors Affecting M-Payment Adoption in Millenials - Testing Extended Utaut2 Model. Thailand and the World Economy, 41(2), 40-61.
  34. Sheel, A., & Nath, V. (2020). Blockchain technology adoption in the supply chain (UTAUT2 with risk) - Evidence from Indian supply chains. International Journal of Applied Management Science, 12(4), 324-346. https://doi.org/10.1504/IJAMS.2020.110344
  35. VECOM. (2023). Vietnam E-Business Index 2023. In Vietnam E-Commerce Association.
  36. Venkatesh, Thong, J. Y., & Xu, X. (2012). Consumer acceptance and use of information technology: extending the unified theory of acceptance and use of technology. MIS Quarterly, 36(1), 157-178.
  37. Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425-478.
  38. Vokerla, R. R., Shanmugam, B., Azam, S., Karim, A., Boer, F. De, Jonkman, M., & Faisal, F. (2019). An Overview of Blockchain Applications and Attacks. Proceedings - International Conference on Vision Towards Emerging Trends in Communication and Networking, ViTECoN 2019, 1-6. https://doi.org/10.1109/ViTECoN.2019.8899450
  39. Zhang, Z., Yuan, Z., Ni, G., Lin, H., & Lu, Y. (2020). The quality traceability system for prefabricated buildings using blockchain: An integrated framework. Frontiers of Engineering Management, 7(4), 528-546. https://doi.org/10.1007/s42524-020-0127-z