The Graduate Students' E-Wallet Adoption Readiness and Behavioral Intentions
DOI:
https://doi.org/10.69569/jip.2025.485Keywords:
Adoption readiness, Behavioral intentions, e-wallet, UTAUT framework, Graduate studiesAbstract
In recent years, the increasing integration of digital financial services has prompted interest in understanding the factors that influence e-wallet adoption, especially among students in higher education. This study aimed to assess the readiness of graduate students for e-wallet adoption and behavioral intentions at a local university in the Philippines. Specifically, it examined respondents’ readiness along six key factors: perceived usefulness, perceived ease of use, social influence, facilitating conditions, perceived security, and perceived trust, and their relationship to behavioral intention toward online payments. A descriptive-correlational research design was employed, and a validated survey questionnaire was administered to a total of 195 respondents, selected from a population of 285 graduate students enrolled in the second semester of the 2024-2025 academic year. The data were analyzed using descriptive statistics, One-way ANOVA, and Pearson’s correlation coefficient, with statistical significance set at 0.05. Findings revealed that the respondents strongly agreed with most indicators of adoption readiness, particularly in terms of perceived ease of use and usefulness. The study also found a firm behavioral intention to use e-wallets, especially for university-related financial transactions. Among socio-demographic variables, only educational attainment showed a significant difference in perceived usefulness. Moreover, all six factors of adoption readiness were significantly and positively correlated with behavioral intention, with perceived usefulness, ease of use, and facilitating conditions emerging as the strongest predictors. The study concludes that higher education students are generally ready and willing to adopt e-wallets, influenced primarily by how helpful and easy these systems are to use, as well as the support available to facilitate their adoption. These results suggest that institutions and service providers should enhance their security measures, digital infrastructure, and awareness campaigns to improve adoption further and sustain usage. The findings also support the application of the UTAUT framework in local e-wallet adoption contexts.
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References
Ahmed, S., & Sur, S. (2023). Change in the uses pattern of digital banking services by Indian rural MSMEs during demonetization and Covid-19 pandemic-related restrictions. Vilakshan - XIMB Journal of Management, 20(1), 166–192. https://doi.org/10.1108/xjm-09-2020-0138
Agarwal, R., & Karahanna, E. (2000). Time flies when you’re having fun: Cognitive absorption and beliefs about information technology usage. MIS Quarterly, 24(4), 665. https://doi.org/10.2307/3250951
Agustin, A., Marvella, D., & Deviarti, H. (2023). The impact of e-wallet towards consumer behavior in Indonesia moderated by consumers aged 15-30. E3S Web of Conferences, 426, 01048. https://doi.org/10.1051/e3sconf/202342601048
Ariffin, S. K., Abd Rahman, M. F. R., Muhammad, A. M., & Zhang, Q. (2021). Understanding the consumer's intention to use the e-wallet services. Spanish Journal of Marketing - ESIC, 25(3), 446–461. https://doi.org/10.1108/SJME-07-2021-0138
Balita, C. (2024, June 24). Total number of active electronic wallet application users in the Philippines in 2021 and 2022, with a forecast for 2025(in millions). Statista. https://tinyurl.com/mt54jhh7
Babbie, E. R. (2013). The practice of social research (13th ed.). Cengage Learning. https://archive.org/details/practiceofsocial0000babb_p1v1
Bhardwaj, H., Kapoor, P., Kumar, A., Ganapathi, N. V., & Madhu, B. (2023). Incorporating Sustainability: A Comprehensive Review of Factors Influencing Consumer Acceptance of Mobile Wallets. E3S Web of Conferences, 430. https://doi.org/10.1051/e3sconf/202343001206
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications. https://tinyurl.com/yc66cnna
Daragmeh, A., Sági, J., & Zéman, Z. (2021). Continuous intention to use e-wallet in the context of the covid-19 pandemic: Integrating the health belief model (hbm) and technology continuous theory (tct). Journal of Open Innovation: Technology, Market, and Complexity, 7(2). https://doi.org/10.3390/joitmc7020132
Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information. In Source: MIS Quarterly 13 (3). https://doi.org/10.2307/249008
Esawe, A. T. (2022). Understanding mobile e-wallet consumers' intentions and user behavior. Spanish Journal of Marketing - ESIC, 26(3), 363–384. https://doi.org/10.1108/SJME-05-2022-0105
Gan, E. H., Yeap, J. A., Li, C., & Ooi, S. K. (2023). Sustained interest in e-wallet adoption among Malaysian consumers. International Journal of Academic Research in Business and Social Sciences, 13(12). https://doi.org/10.6007/ijarbss/v13-i12/18630
Janteng, J., & Dino, N. F. N. (2022). Investigating the Determinants of E-wallet adoption intention in malaysia: an empirical study. International Journal of Academic Research in Business and Social Sciences, 12(6). https://doi.org/10.6007/ijarbss/v12-i6/13855
Jingnan, J., Teo, P. C., Ho, T. C. F., & Hooi Ling, C. (2023). The behavioral intention of young Malaysians towards cashless society: Value-based adoption model. Cogent Business and Management, 10(2). https://doi.org/10.1080/23311975.2023.2244756
Harishanthan, N. S., & Neruja, N. S. (2023). Factors influence on usage of e-wallets among millennials in the Sri Lankan context. Asian Journal of Marketing Management, 2(01). https://doi.org/10.31357/ajmm.v2i01.6253
Israel, G. D. (1992). Determining sample size (Fact Sheet PEOD-6). University of Florida, Institute of Food and Agricultural Sciences.
Istijanto, & Handoko, I. (2022). Customers' continuance usage of mobile payment during the COVID-19 pandemic. Spanish Journal of Marketing - ESIC, 26(3), 345–362. https://doi.org/10.1108/SJME-02-2022-0016
Kaur, J. J., & Bahar, A. A. (2022). Factors influencing the intention to adopt electronic wallet among undergraduate student in Klang Valley. Quantum Journal of Social Sciences and Humanities, 3(4), 48–61. https://doi.org/10.55197/qjssh.v3i4.157
Kemp, S. (2023, February 9). Digital 2023: The Philippines. DataReportal. https://datareportal.com/reports/digital-2023-philippines
Kınış, F., & Tanova, C. (2022). Can I trust my phone to replace my wallet? The determinants of E-Wallet adoption in North Cyprus. Journal of Theoretical and Applied Electronic Commerce Research, 17(4), 1696–1715. https://doi.org/10.3390/jtaer17040086
Ly, H. T. N., Khuong, N. V., & Son, T. H. (2022). Determinants affect mobile wallet continuous usage in covid 19 pandemic: Evidence from Vietnam. Cogent Business and Management, 9(1). https://doi.org/10.1080/23311975.2022.2041792
Luhmann, N. (1979), Trust and Power, John Wiley & Sons, Chichester.
McCombes, S. (2019, May 15). Descriptive Research | Definition, Types, Methods & Examples. Scribbr. https://www.scribbr.com/methodology/descriptive-research/
Mew, J., & Millan, E. (2021). Mobile wallets: key drivers and deterrents of consumers' intention to adopt. International Review of Retail, Distribution and Consumer Research, 31(2), 182–210. https://doi.org/10.1080/09593969.2021.1879208
Ming, K. L. Y., Jais, M., Wen, C. C., & 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). https://doi.org/10.6007/ijarafms/v10-i2/7446
Napis, N. M., & Daud, N. (2023). Factors Influencing Adoption of E-Wallet Among Malaysian Young. International Journal of Academic Research in Business and Social Sciences, 13(2). https://doi.org/10.6007/ijarbss/v13-i2/16363
Narendrar, N. A., Suseno, J. E., & Nugraheni, D. M. K. (2023). Factors influencing interest in continuing use of e-Wallet using the Technology Acceptance Model and Task-Technology FIT. Mimbar Ilmu, 28(2), 221–230. https://doi.org/10.23887/mi.v28i2.61228
Patil, P. P., Tamilmani, K., Rana, N. P., & Raghavan, V. (2020). Understanding consumer adoption of mobile payment in india: Extending meta-utaut model with personal innovativeness, anxiety, trust, and grievance redressal. International Journal of Information Management, 54, 102144. https://doi.org/10.1016/j.ijinfomgt.2020.102144
Parilla, E. S., & Abadilla, M. E. (2023). Continuous Intention to Use E-wallet by Business Owners in the Context of the COVID-19 Pandemic. International Journal of Entrepreneurship, Business and Creative Economy, 3(1), 1–14. https://doi.org/10.31098/ijebce.v3i1.1256
Puasa, S., Tan, J., Gazali, H. M., & Ayub, N. (2021). Consumers' behavioural intention to use e-wallet during the pandemic of covid-19: applying the unified theory of acceptance and use of technology (UTAUT). Labuan Bulletin of International Business and Finance (LBIBF), 19, 64-78. https://doi.org/10.51200/lbibf.v19i2.2959
Ramadhani, G. a. N. R., Astuti, M., & Nasirun, N. (2022). The influence of compatibility and technology acceptance model toward intention to use E-Wallet during Covid-19. European Journal of Business Management and Research, 7(5), 148–154. https://doi.org/10.24018/ejbmr.2022.7.5.1585
Rahman, M., Ismail, I., & Bahri, S. (2020). Analyzing consumer adoption of cashless payment in Malaysia. Digital Business, 1(1), 100004. https://doi.org/10.1016/j.digbus.2021.100004
Raon, C. J. B., De Leon, M. V, & Dui, R. (2021). Adoption of e-payment systems in the Philippines. Jurnal ILMU Komunikasi, 18(1). https://doi.org/10.24002/jik.v18i1.3197
Rohit, D., & Magi, M. G. (2019). Determinants of the Usage Intentions towards Mobile Wallets: An Empirical Study. Durgadevi Saraf Institute of Management Studies (DSIMS) The Management Quest, 2(1).
Ruslim, T. S., Herwindiati, D. E., & Cokki. (2024). Adoption of e-wallet in the post-pandemic era: A study on Generation X's intention to use e-wallet. Innovative Marketing, 20(2), 267–280. https://doi.org/10.21511/im.20(2).2024.22
Sehat, N. S., Suhaime, I. L., Daud, S. R., Jogeran, J., & Ahmad, K. S. (2023). Factors affecting acceptance of E-Wallets among UiTM Melaka Students. International Journal of Academic Research in Business and Social Sciences, 13(1). https://doi.org/10.6007/ijarbss/v13-i1/15238
Sikri, A., Dalal, S., Singh, N., & Le, D. (2019). Mapping of e‐wallets with features. Scrivener Publishing LLC, 245–261. https://doi.org/10.1002/9781119488330.ch16
Shaikh, A. A., Alamoudi, H., Alharthi, M., & Glavee-Geo, R. (2022). Advances in mobile financial services: a review of the literature and future research directions. International Journal of Bank Marketing, 41(1), 1–33. https://doi.org/10.1108/ijbm-06-2021-0230
Soodan, V., & Rana, A. (2020). Modeling customers' intention to use e-wallet in a developing nation: Extending UTAUT2 with security, privacy and savings. Journal of Electronic Commerce in Organizations, 18(1), 89–114. https://doi.org/10.4018/JECO.2020010105
Undale, S., Kulkarni, A., & Patil, H. (2020). Perceived e-wallet security: Impact of COVID-19 pandemic. Vilakshan – XIMB Journal of Management, 18(1), 89–104. https://doi.org/10.1108/xjm-07-2020-0022
United Nations Economic and Social Commission for Asia and the Pacific (UNESCAP). (2023). Digital and sustainable trade facilitation: Global report 2023. https://tinyurl.com/2ev7rn8s
United Nations Development Programme. (2023, June 20). Free Wi-Fi: Enabling inclusive and accessible internet for all. https://tinyurl.com/3ppefyww
Truc, L. T. (2024). Empowering tomorrow: Unleashing the power of e-wallets with adoption readiness, personal innovativeness, and perceived risk to client’s intention. Journal of Open Innovation: Technology, Market, and Complexity, 10(3). https://doi.org/10.1016/j.joitmc.2024.100322
Venkatesh, V., Morris, M.G., Davis, G.B. and Davis, F.D. (2003). User acceptance of information technology: Toward a unified view, MISQuarterly, 27(3), pp. 425-478. https://doi.org/10.2307/30036540
Yang, M., Mamun, A. A., Mohiuddin, M., Nawi, N. C., & Zainol, N. R. (2021). Cashless Transactions: A study on Intention and adoption of e-Wallets. Sustainability, 13(2), 831. https://doi.org/10.3390/su13020831
Zhao, Y., & Bacao, F. (2021). How does the pandemic facilitate mobile payment? An investigation on users' perspective under the COVID-19 pandemic. International Journal of Environmental Research and Public Health, 18(3), 1–22. https://doi.org/10.3390/ijerph18031016
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