Digital Trust and Checkout Choices: Empirical Evidence on Online Consumer Behavior in Asia
Online Consumer Behavior in Asia
Keywords:
Online consumer behavior; Digital trust; Logistics reliability; Checkout choice; AsiaAbstract
This paper considers the role of digital trust, perceived usefulness, social influence, and logistics reliability, as well as checkout option (cash-on-delivery and digital payment) in online consumer behavior among four Asian markets (Bangladesh, India, Indonesia and Vietnam). The information systems theory (TAM/UTAUT) and consumer trust literature guided the implementation of the study that provided cross-sectional survey (N = 2,412) and analyzed the findings through PLS-SEM with multi-group analysis. We discover that the strongest predictors of purchase intention are trust and logistics reliability whereas perceived usefulness is the major predictors of continuance intention. The choice of checkout has a dual nature: cash-on-delivery is perceived to reduce the perceived risk of payment and the trust-intention relationship in lower card-penetration samples but enhances the usefulness- continuance relationship in higher-adoption samples. The social influence has minor but influential effects, especially on the newer online shoppers. The invariance tests employed post-hoc demonstrates that these correlations hold up widely across the four markets, and there are significant differences in the degree of moderation of a checkout choice. We comment on the implication of information systems design and platform strategy with in particular information systems investments in transparent logistics, order tracking, and multi-rails payments. Some of the limitations are self-reported behavior and cross-sectional design. We find that there is a best fit between Asia and trust-first, rails-flexible architectures and suggest market sensitive nudges to shift to the digital-based without losing the perceived safety.
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Ahmed, E., & Islam, M. N. (2022). Impact of COVID-19 and employees’ reaction to changes on employee performance of Bangladesh. https://doi.org/10.5281/zenodo.6768475
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
Akhter, A., Ali, M. J., Tanchi, K. R., Latif, W. B., & Karim, M. M. (2023). Determinants of women’s entrepreneurial performance: Evidence from Bangladesh. Problems and Perspectives in Management, 21(1), 302–311. https://doi.org/10.21511/ppm.21(1).2023.26
Bhattacherjee, A. (2001). Understanding information systems continuance: An expectation-confirmation model. MIS Quarterly, 25(3), 351–370. https://www.jstor.org/stable/3250921
Choudhury, M. M., Karim, M. M., & Latif, W. B. (2019). The art of developing entrepreneurial leadership [Conference presentation]. ACBSP Annual Conference, Kochi, India. https://www.researchgate.net/publication/333035769_The_art_of_Developing_Entrepreneurial_Leadership
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. https://www.jstor.org/stable/249008
Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS Quarterly, 27(1), 51–90. https://www.jstor.org/stable/30036519
Henseler, J., Ringle, C. M., & Sarstedt, J. (2015). A new criterion for assessing discriminant validity in variance-based SEM. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis. Structural Equation Modeling, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
Islam, M. N., Latif, M. S. W. B., Yasin, I. M., & Ali, M. J. (2025). Trending research: Transforming applied medical sciences with EdTech innovations. The Research Seer, 4(1), 1–5. https://www.researchgate.net/publication/390964232_Trending_Research_Transforming_Applied_Medical_Sciences_With_EdTech_Innovations
Karim, M. M., Choudhury, M. M., & Latif, W. B. (2019, April). Conceptual framework of recruitment and selection procedures: A case study on University Grants Commission (UGC) in Bangladesh. In ICBM 2019 Conference Proceedings (BRAC University, Dhaka; ISBN 978-984-344-3540). https://www.researchgate.net/publication/333035591_Conceptual_Framework_of_Recruitment_and_Selection_Procedures_A_Case_Study_on_University_Grants_Commission_UGC_in_Bangladesh_ICBM_2019_Conference_Proceedings_-_ISBN_978-984-344-3540
Khan, M. R., Latif, W. B., Ahmed, S., Hira, M. A., & Tanu, D. R. (2019). Practices of Islamic ethics in the electronics industry in Bangladesh: A study on Minister Hi-Tech Park Electronics Ltd. International Journal of Islamic Business & Management, 3(1), 1–13. https://doi.org/10.46281/ijibm.v3i1.232
Latif, M. W. B. (2017). Brand image on customer-based brand equity in the hotel industry in Bangladesh: Tourism management and advertisement as moderators (Doctoral dissertation, Universiti Malaysia Perlis, School of Business Innovation and Technopreneurship). https://ris.unimap.edu.my/server/api/core/bitstreams/4d089b8e-94b7-43e3-894a-39df53542f11/content
Latif, W. (2022). Determinants of hotel brand image: A unified model of customer-based brand equity. International Journal of Customer Relationship Marketing and Management, 13(1), 1–20. https://doi.org/10.4018/IJCRMM.300834
Latif, W. (2022). Determinants of hotel brand image: A unified model of customer-based brand equity. International Journal of Customer Relationship Marketing and Management, 13(1), 1–20. https://doi.org/10.4018/IJCRMM.300834
Latif, W. B. (2023). Brand image in the hotel industry (Vol. 120). LAP Lambert Academic Publishing. https://www.amazon.com/Brand-Image-Hotel-Industry-Customer-Based/dp/6205527367
Latif, W. B., Ahammad, I., Ahmed, E., Hasan, M. M., Jalil, M. A., & Azad, M. M. (2023). Influence of COVID-19 and employees’ response to deviations on employee enactment. Corporate Governance and Organizational Behavior Review, 7(2), 118–127. https://doi.org/10.22495/cgobrv7i2p10
Latif, W. B., Islam, M. A., & Halim, A. (2016). Outcomes of brand image: A conceptual model. Australian Journal of Basic and Applied Sciences, 10(3), 39–45. https://www.researchgate.net/publication/301564781_Outcomes_of_Brand_Image_A_Conceptual_Model
Latif, W. B., Islam, M. A., Noor, I. B. M., Saaban, S. B., & Kabir, A. J. (2014). Outcomes of brand image: A case of a developing country. The Social Sciences, 9(4), 284–288. https://doi.org/10.3923/sscience.2014.284.288
Latif, W. B., Islam, M. N., Ahammad, I., Forid, M. S., Dona, P. D., & Hasan, M. M. (2024). Determinants of customer-based brand equity on brand image: The moderating role of tourism management and advertisement. Corporate Governance and Organizational Behavior Review, 8(1), 252–263. https://doi.org/10.22495/cgobrv8i1p22
Latif, W. B., Mirag, M. M. K., & Sizan, M. H. (2021). Travel vloggers as sources of information about tourist destinations: A study of Bangladesh. In Proceedings of the 5th International Conference on Business and Economics (Virtual). University of Dhaka, Faculty of Business Studies. https://www.researchgate.net/publication/355109338_TRAVEL_VLOGGERS_AS_SOURCES_OF_INFORMATION_ABOUT_TOURIST_DESTINATIONS_A_STUDY_OF_BANGLADESH_5th_International_Conference_on_Business_and_Economics_Virtual_Theme_Business_and_Economy_in_the_New-normal_L
Latif, W. B., Yasin, I. M., Ali, M. J., Islam, M. N., & Forid, M. S. (2024). Transforming applied medical sciences: The impact of AI, VR, and AR on research, education technology, and clinical practices. Integrative Biomedical Research, 8(9), 1–8. https://doi.org/10.25163/angiotherapy.899862
Pavlou, P. A. (2003). Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model. International Journal of Electronic Commerce, 7(3), 69–103. https://doi.org/10.1080/10864415.2003.11044275
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review. Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879
Tanu, D. R., Ahmed, S., & Latif, W. B. (2018). Measuring customer-based brand equity and brand competitiveness: An empirical study of Minister brand in Bangladesh. Journal of International Business and Management, 1(3), 1–14. https://rpajournals.com/wp-content/uploads/2018/02/IBM-2018-03-57.pd
Uddin, M. S., Rahaman, M. A., & Latif, W. B. (2023). Determining dimensions of job satisfaction among employees: Evidence from commercial bank industries in Bangladesh. The Journal of Asian Finance, Economics and Business, 10(2), 195–201. https://doi.org/10.13106/jafeb.2023.vol10.no2.0195
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. https://www.jstor.org/stable/30036540
Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer acceptance and use of IT: Extending UTAUT. MIS Quarterly, 36(1), 157–178. https://www.jstor.org/stable/41410412
Wang, Y., Hong, J., & Lou, H. (2021). Logistics service quality, perceived risk, and e-commerce continuance. Electronic Commerce Research and Applications, 49, 101076. https://doi.org/10.1016/j.elerap.2021.101076
Yasin, I. M., & Latif, W. B. (2025). The strategic emergence of BRICS in business, policy and economics: Reimagining global trade and development. Pacific Journal of Business Innovation and Strategy, 2(3), 1–4. https://doi.org/10.70818/pjbis.2025.v02i03.074
Zhang, K. Z. K., Zhao, S., Cheung, C. M. K., & Lee, M. K. O. (2014). Examining the influence of online reviews on purchase intention: The role of trust. Information & Management, 51(6), 675–683. https://doi.org/10.1016/j.im.2014.05.007
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