The EFFECT OF PERCEIVED RISK ON INTENTION TO USE OF E-WALLET IN JABODETABEK WITH THE MEDIATION OF PERCEIVED USEFULNESS AND PERCEIVED EASE OF USE
DOI:
https://doi.org/10.22437/jbsmr.v8i1.38259Keywords:
Perceived Risk, Perceived Usefulness, Perceived Ease of Use, Intention to UseAbstract
This study aims to determine the influence of Perceived Risk, Perceived Usefulness and Perceived Ease of Use on Intention to use and to see the role of Perceived Usefulness and Perceived Ease of Use as Mediating variables. The researcher used purposive sampling to 125 e-wallet user respondents. This study used the Partial Least Square Structural Equation Model (PLS-SEM). The Perceived Risk variable was analyzed using outer loading first order to determine the role of its dimensions consisting of Privacy risk, financial risk, Time risk, psychological risk, and security risk. The results of the study showed that Perceived Risk had a significant negative effect on Perceived Usefulness and Perceived Ease of Use. The study also showed that the Perceived Usefulness and Perceived Ease of Use variables had a positive and significant effect on intention to use E-wallet. Furthermore, Perceived Usefulness and Perceived Ease of Use significantly mediated the influence of perceived risk on intention to use e-wallet.
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Alharbi, S., and Drew, S. (2014). Using the Technology Acceptance Model in Understanding Academics’ Behavioural Intention to Use Learning Management Systems. School of ICT, Griffith University Gold Coast, Australia
Annur, Cindy Mutia (2021). OVO, E-wallet Yang Paling Banyak Digunakan UMKM di Masa Pandemi. https://databoks.katadata.co.id/datapublish/2021/06/30/ovo-e-wallet-yang-paling- banyak-digunakan-umkm-di-masa-pandemi
Gangwar, H., Date, H., and Ramaswamy, R. (2015) Understanding determinants of cloud computing adoption using an integrated TAM-TOE model. Journal of Enterprise Information Management, 28(1), p107-130, 2015. http://dx.doi.org/10.1108/JEIM-08-2013-0065
G. Julya Almira, T. Pradekso, and N. Surayya Ulfa (2022). "The Influence of Perceived Usefulness, Perceived Ease of Use, and Sales Promotions Exposure on the Purchase Intention of OVO," Interaksi Online, vol. 10, no. 4, pp. 215-222.
Hair, J.F., Hult, G.T.M., Ringle, C.M. and Sarstedt, M. (2017) A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). 2nd Edition, Sage Publications Inc., Thousand Oaks, CA.
Im, I., Kim, Y. and Han, H-J. (2008) The effects of perceived risk and technology type on users’ acceptance of technologies’, Information & Management, Vol. 45, No. 1, pp.1–9, https://doi.org/10.1016/j.im.2007.03.005
Krisnawati, M., Wienadi, J., & Wiradinata, T. (2021). The Effect of Consumer Trust and Perceived Risk on e-Wallet Adoption: Consideration for Technology Startup Entrepreneurs: Consideration for Technology Startup Entrepreneurs. Jurnal Entrepreneur Dan Entrepreneurship, 10(2), 101–108. https://doi.org/10.37715/jee.v10i2.2212
Krogstie, J. (2012) ‘The adoption of mobile tourism services: an empirical study’, 10th International Conference on Advances in Mobile Computing & Multimedia (MoMM2012), Bali, Indonesia, pp.47–56.
Lee, M-C. (2009) ‘Factors influencing the adoption of internet banking: an integration of TAM and TPB with perceived risk and perceived benefit’, Electronic Commerce Research and Applications, Vol. 8, No. 3, pp.130–141, https://doi.org/10.1016/j.elerap.2008.11.006
Mishra, P.; Pandey, C. M.; Singh, U; Gupta, A.; Sahu, Chinmoy.; Keshri, A. (2019) Descriptive Statistics and Normality Tests for Statistical Data. Annals of Cardiac Anaesthesia 22(1):p 67-72, Jan–Mar 2019. | DOI: 10.4103/aca.ACA_157_18
Molina-Castillo, F.-J., Rodriguez-Guirao, A., Lopez-Nicolas, C., & Bouwman, H. (2016). Analysis of mobile pre-payment (pay in advance) and post-payment (pay later) services. International Journal of Mobile Communications, 14(5), 499–517.
Mutahar, A.M., Daud, N.M., Ramayah, T., Isaac, O. and Aldholay, A.H. (2018) ‘The effect of awareness and perceived risk on the technology acceptance model (TAM): mobile banking in Yemen’, Int. J. Services and Standards, Vol. 12, No. 2, pp.180–204.
Norzaidi, M.D., Ezalin, N., Kassim, M., Seri, W., Wan, R., Said, M. and Noor, M.M. (2011) ‘Determining critical success factors of mobile banking adoption in Malaysia’, Australian Journal of Basic and Applied Sciences, Vol. 5, No. 9, pp.252– 265.
Oktavia, A.D., Inan, D.I., Wurarah, R.N., & Fenetiruma, O.A. (2024). Analisis Faktor-faktor Penentu Adopsi E-Wallet di Papua Barat: Extended UTAUT 2 dan Perceived Risk. MALCOM: Indonesian Journal of Machine Learning and Computer Science.
Osafo-Kwaako, P., Singer, M., White, O., & Zouaoui, Y. (2018). Mobile money in emerging markets: The business case for financial inclusion.
https://www.mckinsey.com/industries/financial-services/our-insights/mobile-money- in-emerging-markets-the-business-case-for-financial-inclusion.
Qalati, S. A., Vela, E. G., Li, W., Dakhan, S. A., Hong Thuy, T. T., Merani, S. H., & Foroudi, P. (2021). Effects of perceived service quality, website quality, and reputation on purchase intention: The mediating and moderating roles of trust and perceived risk in online shopping. Cogent Business & Management, 8(1). https://doi.org/10.1080/23311975.2020.1869363
Tan, E., Leby, J., Tan, E. and Lau, J.L. (2016) ‘Behavioural intention to adopt mobile banking among the millennial generation’, Young Consumers, Vol. 17, No. 1, pp.18–31.
Tan, K. L., Memon, M. A., Sim, P. L., Leong, C. M., Soetrisno, F. K., & Hussain, K. (2019). Intention to use mobile payment system by ethnicity: A partial least squares multi-group approach. Asian Journal of Business Research, 9(1), 36-59.
Tempo (2023) “Saldo Pengguna Hilang, ini tanggapan DANA” (2023) https://bisnis.tempo.co/read/1810275/saldo-pengguna-hilang-ini-tanggapan-dana
Thakur, R. and Srivastava, M. (2013) Customer Usage Intention of Mobile Commerce in India: An Empirical Study, https://doi.org/10.1108/17554191311303385
Wijanto dan Heri (2015) “Structural Equation Modeling Dengan Lisrel 8.8”. Edisi Pertama, Cetakan Pertama. Penerbit Graha Ilmu, Yogyakarta
Wiradinata, T. (2019). Mobile Payment Services Adoption: The Role of Perceived Technology Risk. 2018 International Conference on Orange Technologies, ICOT 2018. https://doi.org/10.1109/ ICOT.2018.8705859.
Yong, I., Wong, T., & Lim, P. (2021). Intention To Use E-Wallet Amongst The University Students In Klang Valley. International Journal Of Business And Economy, 3(1), 75-84.
Zolait, A.H.S. (2010) ‘An examination of the factors influencing Yemeni Bank users’ behavioural intention to use Internet banking services’, Journal of Financial Services Marketing, Vol. 15, No. 1, pp.76–94, https://doi.org/10.1057/fsm.2010.1
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This work is licensed under a Creative Commons Attribution 4.0 International License.