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Exploring the key factors affecting the usage intention for cross-border e-commerce platforms based on DEMATEL and EDAS method

Author

Listed:
  • Yi-Hsiang Lu

    (National Taipei University of Business)

  • Ching-Chiang Yeh

    (National Taipei University of Business)

  • Tz-Wei Liau

    (National Taipei University of Business)

Abstract

Cross-border e-commerce (CBEC) is developing into a new business and an important part of the international trade channel. While understanding the usage intention that facilitates platform adoption is a critical issue for any CBEC firm, academia has paid scant attention to this topic. This study thus explores the critical determinants affecting consumers’ usage intention of CBEC platforms. First, this study combines the technology acceptance model (TAM) and the DeLone and McLean (D&M) information system success model (ISSM) as a framework to identify the relevant evaluation factors. Second, the proposed model integrates Decision Making Trial and Evaluation Laboratory (DEMATEL) with the Evaluation based on Distance from Average Solution (EDAS) approach. Moreover, we employ DEMATEL to measure the importance of the factors and alternatives to CBEC platforms as ranked by the EDAS method. According to the results of ranking we are able to identify the best preference among the alternatives to CBEC platforms. Finally, our findings offer some suggestions for developing a model on consumers’ usage intention of CBEC platforms for related businesses.

Suggested Citation

  • Yi-Hsiang Lu & Ching-Chiang Yeh & Tz-Wei Liau, 2023. "Exploring the key factors affecting the usage intention for cross-border e-commerce platforms based on DEMATEL and EDAS method," Electronic Commerce Research, Springer, vol. 23(4), pages 2517-2539, December.
    • Handle: RePEc:spr:elcore:v:23:y:2023:i:4:d:10.1007_s10660-022-09548-6
    DOI: 10.1007/s10660-022-09548-6
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    References listed on IDEAS

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    1. Shao, Bingjia & Cheng, Zhendong & Wan, Lijuan & Yue, Jie, 2021. "The impact of cross border E-tailer's return policy on consumer's purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    2. Maria Antonopoulou & Theodore Kotsilieris, 2019. "A Literature Review of User Satisfaction Models Towards Information System Success," International Journal of E-Services and Mobile Applications (IJESMA), IGI Global, vol. 11(2), pages 71-87, April.
    3. Yi Cui & Jian Mou & Jason Cohen & Yanping Liu, 2019. "Understanding information system success model and valence framework in sellers’ acceptance of cross-border e-commerce: a sequential multi-method approach," Electronic Commerce Research, Springer, vol. 19(4), pages 885-914, December.
    4. Nripendra P. Rana & Yogesh K. Dwivedi & Michael D. Williams, 2015. "A meta-analysis of existing research on citizen adoption of e-government," Information Systems Frontiers, Springer, vol. 17(3), pages 547-563, June.
    5. Gomez-Herrera, Estrella & Martens, Bertin & Turlea, Geomina, 2014. "The drivers and impediments for cross-border e-commerce in the EU," Information Economics and Policy, Elsevier, vol. 28(C), pages 83-96.
    6. Jian Mou & Gang Ren & Chunxiu Qin & Kerry Kurcz, 2019. "Understanding the topics of export cross-border e-commerce consumers feedback: an LDA approach," Electronic Commerce Research, Springer, vol. 19(4), pages 749-777, December.
    7. Koo, Chulmo & Chung, Namho & Nam, Kichan, 2015. "Assessing the impact of intrinsic and extrinsic motivators on smart green IT device use: Reference group perspectives," International Journal of Information Management, Elsevier, vol. 35(1), pages 64-79.
    8. Yu Wang (Avery. W) & Yi Wang & Soo Hee Lee, 2017. "The Effect of Cross-Border E-Commerce on China’s International Trade: An Empirical Study Based on Transaction Cost Analysis," Sustainability, MDPI, vol. 9(11), pages 1-13, November.
    9. Bai, Chunguang & Sarkis, Joseph, 2013. "A grey-based DEMATEL model for evaluating business process management critical success factors," International Journal of Production Economics, Elsevier, vol. 146(1), pages 281-292.
    10. Jeyaraj, Anand, 2020. "DeLone & McLean models of information system success: Critical meta-review and research directions," International Journal of Information Management, Elsevier, vol. 54(C).
    11. Chuanmin Mi & Yijing Wang & Lin Xiao, 2021. "Prediction on transaction amounts of China’s CBEC with improved GM (1, 1) models based on the principle of new information priority," Electronic Commerce Research, Springer, vol. 21(1), pages 125-146, March.
    12. Ananth Srinivasan Kripesh & H. Mahesh Prabhu & K.V. Sriram, 2020. "An empirical study on the effect of product information and perceived usefulness on purchase intention during online shopping in India," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 21(4), pages 509-522.
    13. Mohamed M. Mostafa, 2006. "A Comparison of SERVQUAL and I-P Analysis: Measuring and Improving Service Quality in Egyptian Private Universities," Journal of Marketing for Higher Education, Taylor & Francis Journals, vol. 16(2), pages 83-104, March.
    14. William H. DeLone & Ephraim R. McLean, 1992. "Information Systems Success: The Quest for the Dependent Variable," Information Systems Research, INFORMS, vol. 3(1), pages 60-95, March.
    15. Valarezo, Ángel & Pérez-Amaral, Teodosio & Garín-Muñoz, Teresa & Herguera García, Iñigo & López, Rafael, 2018. "Drivers and barriers to cross-border e-commerce: Evidence from Spanish individual behavior," Telecommunications Policy, Elsevier, vol. 42(6), pages 464-473.
    16. 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.
    17. Zhu, Wenlong & Mou, Jian & Benyoucef, Morad, 2019. "Exploring purchase intention in cross-border E-commerce: A three stage model," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 320-330.
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