Factors Influencing Intention of Adopting S Pay Global Fintech Mobile App: Extending the Unified Theory of Acceptance and Use of Technology

Authors

Chang Jin Quan

Universiti Malaysia Sarawak (Malaysia)

Tan Vie Ming

Swinburne University of Technology (Malaysia)

Rodney Lim Thiam Hock

Swinburne University of Technology (Malaysia)

Luu Trong Tuan

Sunway University, Bandar Sunway (Malaysia)

Cathy Ling Nguik King

Swinburne University of Technology (Malaysia)

Article Information

DOI: 10.47772/IJRISS.2026.100700740

Subject Category: Information Technology

Volume/Issue: 10/7 | Page No: 10897-10912

Publication Timeline

Submitted: 2026-07-26

Accepted: 2026-07-31

Published: 2026-08-11

Abstract

The rapid growth of mobile technologies has driven the expansion of mobile payment services, yet little is known about what shapes consumer intention to use government-funded platforms such as S Pay Global. Despite strong promotion by the Sarawak state government, S Pay Global’s adoption remains lower than private alternatives like Touch ‘n Go, raising concerns about competitiveness, security, and privacy. To examine the factors influencing the intention to use S Pay Global, an extended Unified Theory of Acceptance and Use of Technology (UTAUT) was tested by incorporating variables more closely aligned with consumer perceptions. Survey data from 192 respondents in Sarawak were analysed using SmartPLS. Results show that the core UTAUT variables—performance expectancy, effort expectancy and social influence—significantly influenced intention to adopt S Pay Global. In contrast, the extended variables of perceived trust, perceived risk and innovativeness exerted no significant effect. The findings confirm the strength of the core UTAUT model in a government-backed mobile payment context and highlight the need to enhance S Pay Global’s usefulness, ease of use, and social acceptance, alongside continuous improvements in security.

Keywords

S Pay Global, mobile payment, UTAUT

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References

1. Abdull Rahman, N. L., Mutalib, H. A., Sabri, S. M., Annuar, N, Abdul Mutalib, S. K. M. S., & Abdull Rahman, Z. S. (2022). Factors Influencing E-Wallet Adoption among Adults During Covid-19 Pandemic in Malaysia: Extending the TAM Model. International Journal of Academic Research in Business and Social Sciences, 12(7), 983–94. [Google Scholar] [Crossref]

2. Afifah, N. (2020, April 13). 5 E-Wallet Applications You Can Use in Sarawak. iloveborneo.my. https://www.iloveborneo.my/5-aplikasi-e-wallet-yang-boleh-anda-gunakan-di-sarawak/ [Google Scholar] [Crossref]

3. Aydin, G., & Burnaz, S. (2016). Adoption of mobile payment systems: a study on mobile wallets. Journal of Business, Economics and Finance, 5(1), 73-92. [Google Scholar] [Crossref]

4. Ayupp, K., Jaafar, N., & Tinggi, M. (2021). Financial Technology Awareness Among Homestay Operators in Sarawak, Malaysia. International Journal of Academic Research in Business and Social Sciences, 11(7), 497-512. [Google Scholar] [Crossref]

5. Azmi, D. (2019, July 11). IDECS 2019: Michio Kaku says Sarawak is a ‘huge booster rocket’ carrying the digital economy. Digital News Asia. https://www.digitalnewsasia.com/digital-economy/idecs-2019-michio-kaku-says-sarawak-huge-booster-rocket-carrying-digital-economy [Google Scholar] [Crossref]

6. Babulal, V. (2020, January 19). Petty traders, consumers not keen on e-wallet. New Straits Times. https://www.nst.com.my/news/nation/2020/01/557828/petty-traders-consumers-not-keen-e-wallet [Google Scholar] [Crossref]

7. Baharuddin, Z., & Abu, S. N. A. (2020, August 11). Covid-19 pandemic accelerates adoption of cashless transactions. Bernama. https://www.bernama.com/en/general/news_covid-19.php?id=1869084 [Google Scholar] [Crossref]

8. Bernama (2018, February 14). Mobile cellular penetration reaches 131.8%. The Star Online. https://www.thestar.com.my/business/business-news/2018/02/14/mobile-cellular-penetration-reaches-1318/ [Google Scholar] [Crossref]

9. Berthene, A. (2018, February 19). Mobile accounts for nearly 35% of 2017 e‑commerce sales. Digital Commerce 360. https://www.digitalcommerce360.com/2018/02/19/mobile-accounts-for-nearly-35-of-2017-e8209commerce-sales/ [Google Scholar] [Crossref]

10. Chandra, S., Srivastava, S., & Theng, Y. L. (2010). Evaluating the role of trust in consumer adoption of mobile payment systems: An empirical analysis. Communications of the Association for Information Systems, 27(29), 561-588. [Google Scholar] [Crossref]

11. Cheong, A. (2022, January 14). Visa Study: Majority of Malaysians Can Go Without Cash for More Than a Week. RinggitPlus. https://ringgitplus.com/en/blog/personal-finance-news/visa-study-majority-of-malaysians-can-go-without-cash-for-more-than-a-week.html [Google Scholar] [Crossref]

12. Chiam, A. (2025, December 19). Pioneering cashless future with S Pay Global. Dayak Daily. https://dayakdaily.com/pioneering-cashless-future-with-s-pay-global/ [Google Scholar] [Crossref]

13. Chua, A. (2017, December 28). Sarawak Pay the way to go. The Star Online. https://www.thestar.com.my/metro/metro-news/2017/12/28/sarawak-pay-the-way-to-go-states-userfriendly-mobile-epayment-service-fast-gaining-popularity/ [Google Scholar] [Crossref]

14. Cohen, J. (1988). Statistical power analysis for the behavioural sciences (2nd ed.). Hillsdale: Lawrence Erlbaum Associates. [Google Scholar] [Crossref]

15. Consultancy.asia (2018, March 13). Chinese consumers increasingly turn to mobile for their shopping, Consultancy.asia. https://www.consultancy.asia/news/487/chinese-consumers-increasingly-turn-to-mobile-for-their-shopping [Google Scholar] [Crossref]

16. Dahlberg, T., Guo, J., & Ondrus, J. (2015). A critical review of mobile payment research. Electronic Commerce Research and Applications, 14, 265-84. [Google Scholar] [Crossref]

17. Dickinger, A., Arami, M., & Meyer, D. (2008). The role of perceived enjoyment and social norm in the adoption of technology with network externalities. European Journal of Information Systems, 17(1), 4-11. [Google Scholar] [Crossref]

18. Eriksson, N., Gökhan, A., & Stenius, M. (2021). A qualitative study of consumer resistance to mobile payments for in-store purchases. Procedia Computer Science, 181, 634-641. [Google Scholar] [Crossref]

19. Fintechnews Singapore (2019, January 4). Thailand Accelerates Mobile Payments Adoption. Fintech Singapore. http://fintechnews.sg/27825/thailand/thailand-mobile-payments-adoption/ [Google Scholar] [Crossref]

20. FT Confidential Research (2019, January 29). Red tape holds Vietnam back in digital payments. Nikkei Asian Review. https://asia.nikkei.com/Editor-s-Picks/FT-Confidential-Research/Red-tape-holds-Vietnam-back-in-digital-payments [Google Scholar] [Crossref]

21. Gaur, A., & Ondrus, J. (2012). The role of banks in the mobile payment ecosystem: A strategic asset perspective. Proceedings of the 14th International Conference on Electronic Commerce, 7-8th August, Singapore, 171-177. https://doi.org/10.1145/2346536.2346570 [Google Scholar] [Crossref]

22. Gefen, D., Straub, D., & Boudreau, M. C. (2000). Structural equation modelling and regression: Guidelines for research practice. Communications of the Association for Information Systems, 4(7). [Google Scholar] [Crossref]

23. Gomes, V. (2022, February 28). E-Wallet: Digital payments pivotal to Malaysia’s financial services industry. The Edge Malaysia. https://www.theedgemarkets.com/article/ewallet-digital-payments-pivotal-malaysias-financial-services-industry [Google Scholar] [Crossref]

24. Google (2025). Google Play Store (Version 47.3.29) [Mobile application software], Google Play Store. https://play.google.com/store?hl=en [Google Scholar] [Crossref]

25. Hair, J., Black, W., Babin, B., & Anderson, R. (2010). Multivariate data analysis (7th ed.) Englewood Cliffs: Prentice Hall. [Google Scholar] [Crossref]

26. Hair, J., Hult, G., Ringle, C., Sarstedt, M., Richter, N., & Hauff, S. (2014), A Primer on Partial Least Squares Structural Equations Modeling (PLS-SEM) (2nd ed.), Los Angeles: SAGE. [Google Scholar] [Crossref]

27. Hirschman, E. (1980). Innovativeness, novelty seeking, and consumer creativity. Journal of Consumer Research, 7, 283-95. [Google Scholar] [Crossref]

28. IBM Corp. (2019). IBM SPSS statistics for Windows (Version 26.0) [Computer software]. IBM Corp. [Google Scholar] [Crossref]

29. Jackson, J., Yi, M., & Park, J. (2013). An empirical test of three mediation models for the relationship between personal innovativeness and user acceptance of technology. Information & Management, 50(4), 154–61. [Google Scholar] [Crossref]

30. Jee, N. (2020, June 17). Sarawak Pay to go international. Sarawak Voice. https://sarawakvoice.com/2020/06/17/sarawak-pay-to-go-international/ [Google Scholar] [Crossref]

31. Kang, Y. S. (2019). Factors Determining the Intention to Use Mobile Payment Services: The Perspectives of Non-Users and Users. Information, 22(1), 5-22. [Google Scholar] [Crossref]

32. Kaur, P., Dhir, A., Bodhi, R., Singh, T., & Almotairi, M. (2020). Why do people use and recommend m-wallets?. Journal of Retailing and Consumer Services, 56, 102091. [Google Scholar] [Crossref]

33. Keen, P. G. W. (1997). Are you ready for 'trust' economy? Computer World, 31(16), 80. [Google Scholar] [Crossref]

34. Keith, M. J., Thompson, S. C., Hale, J., Lowry, P. B., & Greer, C. (2013). Information disclosure on mobile devices: Re-examining privacy calculus with actual user behavior. International journal of human-computer studies, 71(12), 1163-1173. [Google Scholar] [Crossref]

35. Kim, G., Shin, B., & Lee, H. (2009). Understanding dynamics between initial trust and usage intentions of mobile banking. Information Systems Journal, 19(3), 283-311. [Google Scholar] [Crossref]

36. Lau, R., & Kong, S. (2019, January 13). The rise of Sarawak’s digital economy. The Borneo Post. https://www.theborneopost.com/2019/01/13/the-rise-of-sarawaks-digital-economy/ [Google Scholar] [Crossref]

37. Lavrakas, P. (2008). Encyclopedia of survey research methods (1st ed.). Thousand Oaks: SAGE Publications. [Google Scholar] [Crossref]

38. Lee, K. Y. M., Jais, M., Chan, C. W., & Zaidi, N. S. (2020). Factor Affecting Adoption of E-Wallet in Sarawak. International Journal of Academic Research in Accounting, Finance and Management Sciences, 10(2), 244-56. [Google Scholar] [Crossref]

39. Lee, K. Y. M., & Jais, M. (2022). Factors Affecting the Intention to Use E-Wallets During the COVID-19 Pandemic. Gadjah Mada International Journal of Business, 24(1), 82-100. [Google Scholar] [Crossref]

40. Leong, L. Y., Hew, T. S., Tan, G. W. H., & Ooi, K. B. (2013). Predicting the determinants of the NFC-enabled mobile credit card acceptance: A neural networks approach. Expert Systems with Applications, 40(14), 5604-620. [Google Scholar] [Crossref]

41. Liébana-Cabanillas, F., Sánchez-Fernández, J., & Muñoz-Leiva, F. (2014). The moderating effect of experience in the adoption of mobile payments tool in Virtual Social Networks: The m-payment acceptance model in virtual social networks. International Journal of Information Management, 34(2), 151-66. [Google Scholar] [Crossref]

42. Lim, H. P. (2017, November 15). Sarawak Pay officially launched. The Borneo Post. https://www.theborneopost.com/2017/11/15/sarawakpay-officially-launched/ [Google Scholar] [Crossref]

43. Lorna, A. (2025a, July 27). S Pay Global achieves prominence as digital e-wallet platform. Sarawak Tribune. https://www.sarawaktribune.com/s-pay-global-achieves-prominence-as-digital-e-wallet-platform/ [Google Scholar] [Crossref]

44. Lorna, N. V. (2025b, February18). Cashless payment systems growing on Sarawakians. Sarawak Tribune. https://www.sarawaktribune.com/cashless-payment-systems-growing-on-sarawakians/ [Google Scholar] [Crossref]

45. Lu, Y., Yang, S., Chau, P., & Cao, Y. (2011). Dynamics between the trust transfer process and intention to use mobile payment services: A cross-environment perspective. Information & Management, 48(8), 393-403. [Google Scholar] [Crossref]

46. Mandrik, C., & Bao, Y. (2005). Exploring the concept and measurement of general risk aversion. Advances in Consumer Research, 32(1), 531-39. [Google Scholar] [Crossref]

47. Mohamed, N. N., Ganie, K., Narawi, F., & Ramlee, N. E. F. (2023). Factors influencing the intention to use and actual use of the S Pay Global e-wallet application in Sarawak. International Journal of Academic Research in Accounting Finance and Management Sciences, 13(2), 566-580. [Google Scholar] [Crossref]

48. Nair, V. (2018, October 19). The problem with e-wallets? There are just too many of them, say fintech experts. Tech in Asia. https://www.techinasia.com/problem-with-ewallets-china-conference-2018 [Google Scholar] [Crossref]

49. Oliveira, T., Thomas, M., Baptista, G., & Campos, F. (2016). Mobile payment: Understanding the determinants of customer adoption and intention to recommend the technology. Computers in Human Behavior, 61, 404–14. [Google Scholar] [Crossref]

50. Panel on Productivity Culture (2018, August 10). Others have tech, we have our youth. New Straits Times. https://www.nst.com.my/opinion/letters/2018/08/399954/others-have-tech-we-have-our-youth [Google Scholar] [Crossref]

51. Pham, T. T., & Ho, J. C. (2015). The effects of product-related, personal-related factors and attractiveness of alternatives on consumer adoption of NFC-based mobile payments. Technology in Society, 43, 159-72. [Google Scholar] [Crossref]

52. Phuah, K. T., Ting, J. L., & Wong, K. K. S. (2018). Understanding Customer Intention to Use Mobile Payment Services in Nanjing, China. International Journal of Community Development & Management Studies, 2, 49-60. [Google Scholar] [Crossref]

53. Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879-903. [Google Scholar] [Crossref]

54. Putrevu, J., & Mertzanis, C. (2024). The adoption of digital payments in emerging economies: challenges and policy responses. Digital Policy, Regulation and Governance, 26(5), 476-500. [Google Scholar] [Crossref]

55. Ramli, F. A. A., & Hamzah, M. I. (2021). Mobile payment and e-wallet adoption in emerging economies: a systematic literature review. Journal of Emerging Economies and Islamic Research, 9(2), 1-39. [Google Scholar] [Crossref]

56. Ringle, C., Wende, S., & Becker, J. (2015). SmartPLS. SmartPLS GmbH, Boenningstedt. [Google Scholar] [Crossref]

57. Rogers, E. J. (2003). Diffusion of Innovations (5th ed.). Free Press, New York. [Google Scholar] [Crossref]

58. Rowena, A. (2025). 5 Top E-Wallets in Malaysia and What They’re Best For (2025). Fintech News Network. https://fintechnews.my/50928/payments-remittance-malaysia/top-ewallets-in-malaysia/ [Google Scholar] [Crossref]

59. See Tho, A. (2017, January 4). MCMC: Smartphone 'most popular device' for Malaysia Internet access. The Edge Markets. https://www.theedgemarkets.com/article/mcmc-smartphone-most-popular-device-malaysia-internet-access [Google Scholar] [Crossref]

60. Sekhon, H., Ennew, C., Kharouf, H., & Devlin, J. (2014). Trustworthiness and trust: Influences and implications. Journal of Marketing Management, 30(3-4), 409-30. [Google Scholar] [Crossref]

61. Shankar, A., & Datta, B. (2018). Factors Affecting Mobile Payment Adoption Intention: An Indian Perspective. Global Business Review, 19(3S), 72S–89S. [Google Scholar] [Crossref]

62. Slade, E. L., Dwivedi, Y. K., Piercy, N. C., & Williams, M. D. (2015). Modeling Consumers’ Adoption Intentions of Remote Mobile Payments in the United Kingdom: Extending UTAUT with Innovativeness, Risk, and Trust. Psychology and Marketing, 32(8), 860-73. [Google Scholar] [Crossref]

63. So, I. G., Winoto, A. G., Muzakkir, A. A. A. F., Sardjono, W., & Gui, A. (2024, May). Government Support and Consumer Acceptance of E-Wallet Payments in Indonesia. In 2024 9th International Conference on Business and Industrial Research (ICBIR) (pp. 0051-0055). IEEE. [Google Scholar] [Crossref]

64. Suhaida, N. (2022, July 22). Cashless payment growing in prevalence. The Malaysian Reserve. https://themalaysianreserve.com/2022/07/22/cashless-payment-growing-in-prevalence/ [Google Scholar] [Crossref]

65. Supahan, S. B. (2024). Developing an integrated e-wallet continuance model for the Malaysian digital economy [Master’s thesis, Swinburne University of Technology]. Figshare. https://doi.org/10.25916/sut.28260782 [Google Scholar] [Crossref]

66. Tan, G., Ooi, K. B., Chong, S. C., & Hew, S. C. (2014). NFC mobile credit card: The next frontier of mobile payment? Telematics and Informatics, 31(2), 292-307. [Google Scholar] [Crossref]

67. Tan, J. Y. (2019, July 1). Nielsen sees security concerns as main barrier to e-wallet adoption. Digital News Asia. https://www.digitalnewsasia.com/digital-economy/nielsen-sees-security-concerns-main-barrier-e-wallet-adoption [Google Scholar] [Crossref]

68. Tawie, S. (2024, March 31). User data with S Pay Global is safe and secure, Sarawak minister assures. Malay Mail. https://www.malaymail.com/news/malaysia/2024/03/31/user-data-with-s-pay-global-is-safe-and-secure-sarawak-minister-assures/126512 [Google Scholar] [Crossref]

69. Tay, C. (2019, October 30). Sarawak Pay Will Be Rebranded As S-Pay, Partners With UnionPay International. RinggitPlus. https://ringgitplus.com/en/blog/e-wallet/sarawak-pay-will-be-rebranded-as-s-pay-partners-with-unionpay-international.html [Google Scholar] [Crossref]

70. Teo, C. C., Tan, G. W. H., Ooi, K. B., Hew, T. S., & Yew, K. T. (2015). The effects of convenience and speed in m-payment. Industrial Management & Data Systems, 115(2), 311-31. [Google Scholar] [Crossref]

71. Thakur, R. (2013). Customer adoption of mobile payment services by professionals across two cities in India: An empirical study using modified technology acceptance model. Business Perspectives and Research, January-June, 17-29. [Google Scholar] [Crossref]

72. Thakur, R., & Srivastava, M. (2014). Adoption readiness, personal innovativeness, perceived risk and usage intention across customer groups for mobile payment services in India. Internet Research, 24(3), 369-92. [Google Scholar] [Crossref]

73. Ting, H., Yacob, Y., Liew, L., & Lau, W. M. (2015). Intention to use mobile payment system: A case of developing market by ethnicity. Procedia-Social and Behavioral Sciences, 224, 368–75. [Google Scholar] [Crossref]

74. Umpang, M. (2025, January 2). Sarawakians can now check eligibility for Sarawak Basic Needs Assistance Contribution online. Borneo Post. https://www.theborneopost.com/2025/01/02/sarawakians-can-now-check-eligibility-for-sarawak-basic-needs-assistance-contribution-online/ [Google Scholar] [Crossref]

75. Uzialko, A. (2024, December 16). Mobile wallet guide: Google Pay vs. Apple Pay vs. Samsung Pay. Business.com. https://www.business.com/articles/google-pay-vsapple-pay-vs-samsung-pay/ [Google Scholar] [Crossref]

76. Venkatesh, V., & Bala, H. (2008). Technology Acceptance Model 3 and a Research Agenda on Interventions. Decision Sciences, 39(2), 273-315. [Google Scholar] [Crossref]

77. Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management science, 46(2), 186-204. [Google Scholar] [Crossref]

78. Venkatesh, V., Morris, M., Davis, G., & Davis, F. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425-78. [Google Scholar] [Crossref]

79. Venkatesh, V., Thong, J., & Xu, X. (2012). Consumer acceptance and use of information technology: extending the unified theory of acceptance and use of technology. MIS Quarterly, 36(1), 157-78. [Google Scholar] [Crossref]

80. Wang, L., & Yi, Y. (2012). The impact of use context on mobile payment acceptance: An empirical study in China. In A. Xie, & X. Huang (Eds.), Advances in computer science and education (pp. 293-300). Berlin: Springer. [Google Scholar] [Crossref]

81. Yap, A. (2025, July 1). S Pay Global records RM5.21 bln in transactions, marks cashless growth. Borneo Post. https://www.theborneopost.com/2025/07/01/s-pay-global-records-rm5-21-bln-in-transactions-marks-cashless-growth/ [Google Scholar] [Crossref]

82. Yu, E. (2018, October 4). Singapore consumers harbour distrust of e-payment: study. ZDNet. https://www.zdnet.com/article/singapore-consumers-harbour-distrust-of-e-payment-study/ [Google Scholar] [Crossref]

83. Yu, E. (2019, April 12). Asia driving global mobile payments, with eight in top 10 markets. ZDNet. https://www.zdnet.com/article/asia-driving-global-mobile-payments-with-eight-in-top-10-markets/ [Google Scholar] [Crossref]

84. Yunus, R. (2020, December 10). Boost expects e-wallets to consolidate in the future. The Malaysian Reserve. https://themalaysianreserve.com/2020/12/10/boost-expects-e-wallets-to-consolidate-in-the-future/ [Google Scholar] [Crossref]

85. Zhou, T. (2011). Understanding mobile Internet continuance usage from the perspectives of UTAUT and flow. Information development, 27(3), 207-218. [Google Scholar] [Crossref]

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