The Ability of Risk Value Perception and Trust in Building Continuance Intention
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Abstract
E-commerce transactions have expanded rapidly in Indonesia, making e-commerce platforms increasingly important for all stakeholders involved in the digital marketplace. This study aims to examine the roles of perceived risk dimensions and trust in shaping consumers' continuance intention to use e-commerce platforms. The study surveyed 307 Indonesian consumers, both male and female, aged 17–60 years, who had purchased products from Shopee Mall at least once. Respondents were selected using a convenience sampling technique. The data were analysed using Structural Equation Modelling (SEM) with AMOS 28. The findings demonstrate that the interplay between perceived risk and trust contributes to the formation of continuance intention, regardless of whether perceived risk acts as the antecedent and trust as the mediator, or vice versa. The findings from Model 1 reveal that all three dimensions of perceived risk have significant negative effects on trust. In contrast, Model 2 demonstrates that trust has significant negative effects on the three perceived risk dimensions. Despite these differences in causal direction, both models consistently show that trust positively influences continuance intention, whereas functional risk and time risk exert significant negative effects on continuance intention. In addition, both models indicate that financial risk has a negative but statistically insignificant effect on continuance intention. Furthermore, Model 2 explains continuance intention more strongly than Model 1. These findings suggest that managers should prioritize marketing strategies aimed at strengthening consumers' trust rather than focusing primarily on reducing perceived transaction risk, as trust appears to play a more influential role in encouraging continued use of e-commerce platforms.
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References
Anom, N. S., Ratnawati, K., & Hapsari. R. (2024). An investigation of the impact of green perceived value and green perceived risk on repurchase intention through green trust in green product Adidas. Research in Business & Social Science, 13(9), 54–68.
Bläse, R., Filser, M., Kraus, S., Puumalainen, K., & Moog, P. (2024). Non-sustainable buying behavior: How the fear of missing out drives purchase intentions in the fast fashion industry. Business Strategy and the Environment, 33(2), 626–641. https://doi.org/10.1002/bse.3509
Chang, E. C., & Tseng, Y. F. (2013). Research note: E-store image, perceived value and perceived risk. Journal of Business Research, 66(7), 864–870. https://doi.org/10.1016/j.jbusres.2011.06.012
Dhingra, S., Gupta, S., & Bhatt, R. (2020). A study of relationship among service quality of E-commerce websites, customer satisfaction, and purchase intention. International Journal of E-Business Research, 16(3), 42–59. https://doi.org/10.4018/IJEBR.2020070103
Etha, E. (2024). Factors influencing online repurchase intention in indonesia’s e-commerce market: a structural equation modeling approach. Jurnal Sosial Humaniora Terapan, 6(2). https://doi.org/DOI: 10.7454/jsht.v6i2.1127
Gao, L., Waechter, K. A., & Bai, X. (2015). Understanding consumers’ continuance intention towards mobile purchase: A theoretical framework and empirical study - A case of China. Computers in Human Behavior, 53, 249–262. https://doi.org/10.1016/j.chb.2015.07.014
Hair, J. F., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. (2024). Advanced issues in partial least squares structural equation modeling (PLS-SEM), 2nd ed., Thousand Oaks, CA: Sage.
Handoyo, S. (2024). Purchasing in the digital age: A meta-analytical perspective on trust, risk, security, and e-WOM in e-commerce. Heliyon, 10(8). https://doi.org/10.1016/j.heliyon.2024.e29714
Haryati, R., & Lestari, R. (2020). Factors influencing online buying behaviour of millennial generation. Yogyakarta Conference Series Proceeding on Economic and Business Series (EBS), 1(1), 165–171. https://doi.org/10.31098/ebs.v1i1.64
Hassan, N., Abdelraouf, M., & Shihy, D. El. (2025). The moderating role of personalized recommendations in the trust – satisfaction – loyalty relationship : an empirical study of AI driven e commerce. Future Business Journal. https://doi.org/10.1186/s43093-025-00476-z
Help Shopee. (2020). [Baru di Shopee] Apa itu Shopee Mall? Help.Shopee.Co.Id/. https://help.shopee.co.id/portal/4/article/7322-Baru-di-Shopee-Apa-itu-Shopee- Mall%3F
Hidayat, A., Wijaya, T., Ishak, A., & Catyanadika, E. P. (2021). Consumer trust as the antecedent of online consumer purchase decision. Information (Switzerland), 12(4), 1–10. https://doi.org/10.3390/info12040145
Jiang, Y., & Lau, A. K. W. (2021). Roles of consumer trust and risks on continuance intention in the sharing economy: An empirical investigation. Electronic Commerce Research and Applications, 47(March), 101050. https://doi.org/10.1016/j.elerap.2021.101050
Lăzăroiu, G., Neguriţă, O., Grecu, I., Grecu, G., & Mitran, P. C. (2020). Consumers’ decision-making process on social commerce platforms: online trust, perceived risk, and purchase intentions. Frontiers in Psychology, 11(May), 1–7. https://doi.org/10.3389/fpsyg.2020.00890
Lu, K., & Shi, C. (2025). Why do travelers discontinue using integrated ride-hailing platforms? The role of perceived value and perceived risk. Humanities and Social Sciences Communications, 12(1), 1–19. https://doi.org/10.1057/s41599-025-04683-5
Ma, D., Dong, J., & Lee, C. C. (2025). Influence of perceived risk on consumers’ intention and behavior in cross-border e-commerce transactions: A case study of the Tmall Global platform. International Journal of Information Management, 81(November 2024), 102854. https://doi.org/10.1016/j.ijinfomgt.2024.102854
Miao, M., Jalees, T., Zaman, S. I., Khan, S., Hanif, N. ul A., & Javed, M. K. (2022). The influence of e-customer satisfaction, e-trust and perceived value on consumer’s repurchase intention in B2C e-commerce segment. Asia Pacific Journal of Marketing and Logistics, 34(10), 2184–2206. https://doi.org/10.1108/APJML-03-2021-0221
Pentz, C. D., du Preez, R., & Swiegers, L. (2020). To buy or not to buy: Perceived risk barriers to online shopping among South African generation Y consumers. Cogent Business and Management, 7(1). https://doi.org/10.1080/23311975.2020.1827813
Pratama, R. Y., & Harsono, S. (2025). The influence of perceived risk on trust, e-wom, and purchase intention in shopee users. Jurnal Riset Ekonomi, Manajemen, dan Bisnis, 2(1), 1–5. https://doi.org/10.9744/jremb.2.1.1-5
Rohmatulloh, C., & Sari, D. (2021). The influence of online customer review on purchase intention with trust as intervening variable in shopee. eProceedings of Management, Universitas Telkom, Bandung. 8(1), https://openlibrarypublications.telkomuniversity.ac.id/index.php/management/issue/view/148
Rosa, A., Widad, A., & Iisnawati. (2020). Influence of Perceived Value and Perceived Risk to Trust and the Implications on Buying Intention. 142(Seabc 2019), 423–427. https://doi.org/10.2991/aebmr.k.200520.070
Sae-tae, K., & Wang, Q. (2024). Satisfied but no payment: The impact of perceived value on continuance intention and purchase intention in music streaming services. Telematics and Informatics Reports, 16(800), 100179. https://doi.org/10.1016/j.teler.2024.100179
Sullivan, Y. W., & Kim, D. J. (2018). Assessing the effects of consumers’ product evaluations and trust on repurchase intention in e-commerce environments. International Journal of Information Management, 39(December 2017), 199–219. https://doi.org/10.1016/j.ijinfomgt.2017.12.008
Tang, J., & Yang, F. (2025). Value-in-use and sustaining use intention on e-commerce platforms: the service-dominant logic perspective. Sustainability (Switzerland), 17(3), 1–18. https://doi.org/10.3390/su17031335
Tumaku, J., Ren, J., Boakye, K. G., Ofori, K. S., & Abubakari, A. (2023). Interplay between perceived value, trust and continuance intention: evidence in the sharing economy. International Journal of Quality and Service Sciences, 15(1), 74–96. https://doi.org/10.1108/IJQSS-05-2022-0048
Ugochukwu, K., Christian, O., & Ezenyilmba, E. U. (2021). Perceived risk and online purchase intention for shopping goods: Evidence from an emerging country context. Quest Journals Journal of Research in Business and Management, 9(9), 1–10.
Wang, C., Teo, T. S. H., & Liu, L. (2020). Perceived value and continuance intention in mobile government service in China. Telematics and Informatics, 48(January), 101348. https://doi.org/10.1016/j.tele.2020.101348
Wei, J. (2021). The impacts of perceived risk and negative emotions on the service recovery effect for online travel agencies: the moderating role of corporate reputation. Frontiers in Psychology, 12(May). https://doi.org/10.3389/fpsyg.2021.685351
Wu, Y., & Huang, H. (2023). Influence of perceived value on consumers’ continuous purchase intention in live-streaming e-commerce—mediated by consumer trust. Sustainability (Switzerland), 15(5). https://doi.org/10.3390/su15054432
Yum, K., & Kim, J. (2024). The influence of perceived value, customer satisfaction, and trust on loyalty in entertainment platforms. Applied Sciences (Switzerland), 14(13). https://doi.org/10.3390/app14135763
Zang, W., Qian, Y., & Song, H. (2022). The effect of perceived value on consumers’ repurchase intention of commercial ice stadium: the mediating role of community interactions. International Journal of Environmental Research and Public Health, 19(5). https://doi.org/10.3390/ijerph19053043
Zhang, M., Liu, Y., Wang, Y., & Zhao, L. (2022). How to retain customers: Understanding the role of trust in live streaming commerce with a socio-technical perspective. Computers in Human Behavior, 127(October 2021). https://doi.org/10.1016/j.chb.2021.107052
Zhang, W., Zheng, J., & Li, Y. (2024). Explaining chinese consumers’ continuous consumption intention toward prepared dishes: the role of perceived risk and trust. Foods, 13(1). https://doi.org/10.3390/foods13010088
Zhou, T. (2013). An empirical examination of continuance intention of mobile payment services. Decision Support Systems, 54(2), 1085–1091. https://doi.org/10.1016/j.dss.2012.10.034