ANALYZING E-COMMERCE USER SATISFACTION THROUGH A HYBRID DELONE & MCLEAN AND TAM APPROACH: A STUDY OF SHOPEE AND TOKOPEDIA USERS IN INDONESIA
DOI:
https://doi.org/10.18623/rvd.v23.5831Keywords:
TAM, DeLone & McLean Model, SEM-PLSAbstract
This research investigates user satisfaction within e-commerce in East Java by utilizing a comprehensive framework that integrates the Technology Acceptance Model (TAM) with the DeLone and McLean (D&M) Information Systems Success Model, specifically concentrating on the prominent platforms Shopee and Tokopedia. Through the application of PLS-SEM, the results indicate that both Information Quality (IQ) and System Quality (SyQ) significantly positively influence Perceived Ease of Use (PEU) and Perceived Usefulness (PU), with PEU further augmenting PU. Additionally, it is revealed that PEU, PU, and Service Quality (SvQ) directly and significantly affect user satisfaction, with SvQ being identified as the most critical factor. The structural model demonstrates considerable explanatory power (R² = 0.73), reflecting a strong capacity to account for variations in user satisfaction. These results highlight the essential influence of SvQ alongside technological characteristics in determining user satisfaction while also confirming the theoretical strength of merging TAM with the D&M model within the realm of e-commerce in developing digital markets.
References
Ahn, T., Ryu, S., & Han, I. (2007). The impact of web quality and playfulness on user acceptance of online retailing. Information & Management, 44(3), 263–275.
Alalwan, A. A. (2020). Mobile food ordering apps: An empirical study of the factors affecting customer e-satisfaction and continued intention to reuse. International Journal of Information Management, 50, 28–44.
Alalwan, A. A., Dwivedi, Y. K., & Rana, N. P. (2018). Factors influencing adoption of mobile banking by Jordanian bank customers. International Journal of Information Management, 37(3), 99–110.
Al-Fraihat, D., Joy, M., Masa'deh, R., & Sinclair, J. (2020). Evaluating e-learning systems success: An empirical study. Computers in Human Behavior, 102, 67–86.
Bhattacherjee, A. (2001). Understanding information systems continuance: An expectation-confirmation model. MIS Quarterly, 25(3), 351–370.
Blut, M., Chowdhry, N., Mittal, V., & Brock, C. (2015). E-service quality: A meta-analytic review. Journal of Retailing, 91(4), 679–700.
Chao, C.-M. (2019). Factors determining the behavioral intention to use mobile learning: An application of the UTAUT model. Frontiers in Psychology, 10, Article 1652.
Collier, J. E., & Bienstock, C. C. (2006). Measuring service quality in e-retailing. Journal of Service Research, 8(3), 260–275.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340.
DeLone, W. H., & McLean, E. R. (2003). The DeLone and McLean model of information systems success: A ten-year update. Journal of Management Information Systems, 19(4), 9–30.
Devaraj, S., Fan, M., & Kohli, R. (2002). Antecedents of B2C channel satisfaction and preference. Information Systems Research, 13(3), 316–333.
Dwivedi, Y. K., Rana, N. P., Jeyaraj, A., Clement, M., & Williams, M. D. (2021). Re-examining the unified theory of acceptance and use of technology (UTAUT). Information Systems Frontiers, 23, 1–16.
Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS Quarterly, 27(1), 51–90.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2019). A primer on partial least squares structural equation modeling (PLS-SEM) (2nd ed.). Sage Publications.
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based SEM. Journal of the Academy of Marketing Science, 43(1), 115–135.
Hsu, C.-L., Lin, J. C.-C., & Chiang, H.-S. (2014). The effects of blogger recommendations on customers' online shopping intentions. Internet Research, 24(1), 69–88.
Kim, D. J., Ferrin, D. L., & Rao, H. R. (2008). A trust-based consumer decision-making model in electronic commerce. Decision Support Systems, 44(2), 544–564.
King, W. R., & He, J. (2006). A meta-analysis of the technology acceptance model. Information & Management, 43(6), 740–755.
Laudon, K. C., & Traver, C. G. (2021). E-commerce: Business, technology, society (16th ed.). Pearson.
Oliveira, T., Thomas, M., Baptista, G., & Campos, F. (2016). Mobile payment adoption: A meta-analysis. Computers in Human Behavior, 61, 404–414.
Parasuraman, A., Zeithaml, V. A., & Malhotra, A. (2005). E-S-QUAL: A multiple-item scale for assessing electronic service quality. Journal of Service Research, 7(3), 213–233.
Petter, S., DeLone, W., & McLean, E. (2008). Measuring information systems success: Models, dimensions, measures, and interrelationships. European Journal of Information Systems, 17(3), 236–263.
Rita, P., Oliveira, T., & Farisa, A. (2019). The impact of e-service quality and customer satisfaction on customer behavior in online shopping. Heliyon, 5(10), Article e02690.
Sarstedt, M., Ringle, C. M., & Hair, J. F. (2021). Partial least squares structural equation modeling. In Handbook of market research (pp. 587–632). Springer.
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.
Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer acceptance and use of information technology. MIS Quarterly, 36(1), 157–178.
Wixom, B. H., & Todd, P. A. (2005). A theoretical integration of user satisfaction and technology acceptance. Information Systems Research, 16(1), 85–102.
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