ANALYSIS OF E-WALLET USING SATISFACTION THROUGH INTENTION TO CONTINUOUS USE: EMPIRICAL STUDY IN TANGERANG DISTRICT
Keywords:
Perception of Ease, Perceived Usability, Attitude, Subjective Norm, Confirmation, Customer satisfaction, Trust, Intention to Continue Using E-WalletAbstract
This study aims to examine the variables that influence e-wallet user intentions in 2023 in making decisions to reuse digital payments, in this case Shopeepay. These variables are perceived convenience, perceived usefulness, subjective norms, attitudes, confirmations, habits, trust, and user satisfaction. Questionnaires were distributed to 191 respondents to collect data. This study selected respondents using a purposive sampling method. This study is a quantitative study using the Structural Equation Model (SEM) method with data processing and analysis using the SmartPLS device. Test the validity and reliability with factor analysis using SPSS. Some of the findings in this study are perceived convenience, perceived usefulness, subjective norms, attitudes, and confirmations that have an indirect significant effect on the intention to reuse e-wallets through user satisfaction. While the habit variable has no significant effect on reuse intention. Meanwhile, the moderating effect of trust has a significant effect on the intention to reuse e-wallet services. The coefficient of determination (R-Square) for perceived ease of use and perceived usefulness through the intervening attitude variable is 0.644 or 64.40%. While the variable subjective norm, attitude, and confirmation through the intervening user satisfaction variable is 0.689 or 68.90%, meaning that the opportunity for other variables to explain is 31.10%. Based on this, it can be concluded that habit is not necessarily a significant determining factor in the intention to continue use. Meanwhile, perceived usefulness, perceived ease of use, attitude, subjective norm, confirmation, user satisfaction, and trust factors can influence consumer intentions to use Shopeepay services so companies are expected to pay more attention to these matters to increase consumer intentions to reuse Shopeepay digital payment services.
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Abdul-Halim, N. A., Vafaei-Zadeh, A., Hanifah, H., Teoh, A. P., & Nawaser, K. (2022). Understanding the determinants of e-wallet continuance usage intention in Malaysia. Quality and Quantity, 56(5), 3413–3439. https://doi.org/10.1007/s11135-021-01276-7
Agustin, R., & Hasyim. (2019). Membangun niat beli secara online melalui kemudahan dan kepercayaan konsumen. Journal of Economic, 10(2), 121–132.
Ajzen, I. (1991). Reporting Behaviour of People with Disabilities in relation to the Lack of Accessibility on Government Websites: Analysis in the light of the Theory of Planned Behaviour. Organizational Behavior And Human Decision Processes, 50(1), 179–211. https://doi.org/10.47985/dcidj.475
Alalwan, A. A. (2020). Mobile food ordering apps: An empirical study of the factors affecting customer e-satisfaction and continued intention to reuse. International Journal of Information Management, 50(February 2019), 28–44. https://doi.org/10.1016/j.ijinfomgt.2019.04.008
Alalwan, A. A., Dwivedi, Y. K., & Rana, N. P. (2017). International Journal of Information Management Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust. International Journal of Information Management, 37(3), 99–110. https://doi.org/10.1016/j.ijinfomgt.2017.01.002
Aldhaban, F., U, T., Daim, & Harmon, R. (2016). Exploring the Adoption and Use of the Smartphone. Technology Management for Social Innovation, 16, 2922–2930.
Al-Swidi, A., Huque, S. M. R., Hafeez, M. H., & Shariff, M. N. M. (2014). The role of subjective norms in theory of planned behavior in the context of organic food consumption. British Food Journal, 116(10), 1561–1580. https://doi.org/10.1108/BFJ-05-2013-0105
Ambalov, I. A. (2018). A meta-analysis of IT continuance: An evaluation of the expectation-confirmation model. Telematics and Informatics, 35(6), 1561–1571. https://doi.org/10.1016/j.tele.2018.03.016
Anarjia, K., & Zenas Rante, J. (2019). Uang Elektronik Sakuku Pt. Bank Central Asia, Tbk Kcu Cikarang. Jurnal SISTEM INFORMASI, 1(2), 1–8.
Apanasevic, T., Markendahl, J., & Arvidsson, N. (2016). Postprint. Stakeholders’ Expectations of Mobile Payment in Retail: Lessons from Sweden., 34(1), 37–61.
Aprillia, A. N., & Rimenda, T. (2022). Pengaruh Habit Dan Trust Dalam Minat Menggunakan ShopeePay Pada Pembelanjaan Online (Studi Kasus Pada Aplikasi Shopee). Prosiding SNAM PNJ.
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(0), 446–461. https://doi.org/10.1108/SJME-07-2021-0138
Arviana, N., & Syah, T. Y. R. (2022). The Effect of Customer Experience on Customer Satisfaction by Creating Sustainable Profit. Budapest International Research and Critics Institute-Journal (BIRCI-Journal), 5(4), 31122–31134.
Bahtiar, D. H. (2021). Pengaruh Attitude Towards Using,Subjective Norm, Dan Perceived Behavioral Control Terhadap Minat Peggunaan Dompet Digital. Frontiers in Neuroscience, 14(1), 1–112.
Berlliana, V., Prasetio, A. B., & Monica, C. (2020). Pengaruh Perceived Ease Of Use,Perceived Usefulness, ,Confirmation, Performance Value Dan Satiisfaction Terhadap Continuance Intention Pada Pengguna Go-Food. https://doi.org/10.34208/mb.v12i1.882
Bezovski, Z. (2016). The future of the mobile payment as electronic payment system. European Journal of Business and Management, 8(8), 127–132.
Bhattacherjee, A. (2001). Understanding Information Systems Continuance: An Expectation-Confirmation Model. 25(3), 351–370.
Bhattacherjee, A., & Lin, C. P. (2014). A unified model of IT continuance: Three complementary perspectives and crossover effects. In European Journal of Information Systems (Vol. 24, Issue 4, pp. 364–373). Nature Publishing Group. https://doi.org/10.1057/ejis.2013.36
Chang, I.-C., Li, Y.-C., Hung, W.-F., & Hwang, H.-G. (2005). An empirical study on the impact of quality antecedents on tax payers ’ acceptance of Internet tax-filing systems. Department OfInformation Management, 22, 389–410. https://doi.org/10.1016/j.giq.2005.05.002
Charlesworth, A. (2014). Digital Marketing: A Practical Approach (2nd ed.). New York: Routledge. In Digital Marketing: A Practical Approach, Second Edition. https://doi.org/10.4324/9780203493717
Chávez Herting, D., Cladellas Pros, R., & Castelló Tarrida, A. (2020). Habit and social influence as determinants of PowerPoint use in higher education: A study from a technology acceptance approach. Interactive Learning Environments, 31(1), 497–513. https://doi.org/10.1080/10494820.2020.1799021
Corritore, C. L., Kracher, B., & Wiedenbeck, S. (2003). On-line trust: Concepts, evolving themes, a model. International Journal of Human Computer Studies, 58(6), 737–758. https://doi.org/10.1016/S1071-5819(03)00041-7
Dai, H. M., Teo, T., & Rappa, N. A. (2020). Understanding continuance intention among MOOC participants: The role of habit and MOOC performance. Journal Pre-Proof, 112, 106455. https://doi.org/10.1016/j.chb.2020.106455
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly: Management Information Systems, 13(3), 319–339. https://doi.org/10.2307/249008
Derdameza, R. A. (2023). Pengaruh Kemudahan Penggunaan Dan Kualitas Layanan Terhadap Kepuasan Pengguna Dompet Digital OVO. 4(1), 88–100.
Desiyanti, H., & Agustiningsih, W. (2023). J-MAS. 8(1), 518–529. https://doi.org/10.33087/jmas.v8i1.793
Febriani, S. (2019). Pengaruh Green Marketing Mix Terhadap Green Product Purchase Intention Pada Produk Innisfree Di Jakarta Dengan Consumer’s Attitude Sebagai Variabel Mediasi. Jurnal Manajemen Bisnis Dan Kewirausahaan, 3(1), 49–61. https://doi.org/10.24912/jmbk.v3i1.4925
Fishbein, M., & Ajzen, I. (1975). Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research. Contemporary Sociology, 6(2), 244. https://doi.org/10.2307/2065853
Flavián, C., Guinalíu, M., & Gurrea, R. (2006). The role played by perceived usability, satisfaction and consumer trust on website loyalty. Information and Management, 43(1), 1–14. https://doi.org/10.1016/j.im.2005.01.002
Foroughi, B., Iranmanesh, M., & Hyun, S. S. (2019). Understanding the determinants of mobile banking continuance usage intention. Journal of Enterprise Information Management, 32(6), 1015–1033. https://doi.org/10.1108/JEIM-10-2018-0237
Gardner, C., & Amoroso, D. L. (2004). Development of an Instrument to Measure the Acceptance of Internet Technology by Consumers. Hawaii International Conference on System Sciences, 1–10.
Garson, G. D. (2016). Partial least squares. Regression and structural equation models.
George, J. F. (2004). The theory of planned behavior and Internet purchasing. Internet Research, 14(3), 198–212. https://doi.org/10.1108/10662240410542634
Ghane, S., Fathian, M., & Gholamian, M. R. (2011). Full relationship among e-satisfaction, e-trust, e-service quality, and e-loyalty: The case of Iran e-banking. Journal of Theoretical and Applied Information Technology, 33(1), 1–6.
Hair, Jr. J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM).
Havidz, I. L. H., Rahmansyah, N., Wiratih, H. W. R., & Havidz, H. B. H. (2022). The Determinants Factors of Customer Loyalty with Customer Satisfaction as the Mediating Role: A Case Study of J & T Express Service in JABODETABEK. Logistik Indonesia, 6(2), 116–124.
Hermanus, J., & Indradewa, R. (2022). Perceived Value and Attitude with Trust as Mediating Variable toward Intention to Booking Hotel Online. American International Journal of Business Management (AIJBM), 5(3), 76–83.
Hidayat, A. R., & Junianto, E. (2017). Pengaruh Gadget Terhadap Prestasi Siswa SMK Yayasan Islam Tasikmalaya Dengan Metode TAM. 4(2), 163–173.
Hsiao, C., Chang, L. J., & Tang, K. (2016). Exploring the influential factors in continuance usage of mobile social Apps: Satisfaction, habit, and customer value perspectives. TELEMATICS AND INFORMATICS. https://doi.org/10.1016/j.tele.2015.08.014
Hsu, C. L., & Lin, J. C. C. (2015). What drives purchase intention for paid mobile apps?-An expectation confirmation model with perceived value. Electronic Commerce Research and Applications, 14(1), 46–57. https://doi.org/10.1016/j.elerap.2014.11.003
Indriana, C. K. T. (2020). PENGARUH KEMUDAHAN DAN KEAMANAN TERHADAP KEPUASAN KONSUMEN FINTECH. Jurnal Ekonomi Dan Bisnis, 3(1), 112–122.
Jarvenpaa, S. L., Tractinsky, N., & Vitale, M. (2000). Consumer trust in an Internet store. Information Technology and Management, 1, 45–71. https://doi.org/10.1016/0005-2728(76)90179-1
Juniwati. (2015). Pengaruh Perceived Ease of Use, Enjoyment dan Trust Terhadap Repurchase Intention dengan Customer Satisfaction Sebagai Intervening pada Belanja Online (Studi Pada Mahasiswa Universitas Tanjungpura Pontianak). Jurnal Ekonomi Bisnis Dan Kewirausah Aan, 4(1), 140–156. https://doi.org/10.26418/jebik.v4i1.11465
Karjaluoto, H., Shaikh, A. A., Leppäniemi, M., & Luomala, R. (2019). Examining consumers’ usage intention of contactless payment systems. International Journal of Bank Marketing, 38(2), 332–351. https://doi.org/10.1108/IJBM-04-2019-0155
Katadata.co.id. (n.d.). Riset Ipsos: Pengguna ShopeePay Lebih Loyal Dibanding OVO dan GoPay.
Kim, S. S., & Malhotra, N. K. (2005). A longitudinal model of continued IS use: An integrative view of four mechanisms underlying postadoption phenomena. Management Science, 51(5), 741–755. https://doi.org/10.1287/mnsc.1040.0326
Kimery, K. M., & Mccord, M. (2002). Third-party assurances: Mapping road to trust in E-retailing. Journal of Information Technology Theory and Application, 4(2), 63–82.
Kumar, A., Adlakaha, A., & Mukherjee, K. (2018). The effect of perceived security and grievance redressal on continuance intention to use M-wallets in a developing country. International Journal of Bank Marketing, 36(7), 1170–1189. https://doi.org/10.1108/IJBM-04-2017-0077
Lee, J. W. (2010). Online support service quality, online learning acceptance, and student satisfaction. Internet and Higher Education, 13(4), 277–283. https://doi.org/10.1016/j.iheduc.2010.08.002
Lestari, D. A., Purnamasari, E. D., & Setiawan, B. (2020). Pengaruh Payment Gateway terhadap Kinerja Keuangan UMKM. JURNAL MANAJEMEN SDM, PEMASARAN, DAN KEUANGAN, 1(1), 1–10. https://doi.org/10.47747/jbme.v1i1.20
Liao, C., Palvia, P., & Chen, J.-L. (2009). Information Technology Adoption Behavior Life Cycle: Toward a Technology Continuance Theory (TCT). In International Journal of Information Management (Issue 4, pp. 309–320).
Liébana-Cabanillas, F., Ramos de Luna, I., & Montoro-Ríos, F. J. (2015). User behaviour in QR mobile payment system: The QR Payment Acceptance Model. Technology Analysis and Strategic Management, 27(9), 1–19. https://doi.org/10.1080/09537325.2015.1047757
Maharani, T., Fatimah, S., & Yusuf, A. (2023). Pengaruh Kepuasan Pelanggan Terhadap Minat Penggunaan Ulang (Survey Pada Pengguna E-Wallet Shopeepay). Jurnal Ilmiah Wahana Pendidikan, 9(3), 517–532.
Marey, D. R. E., & Purwanto, E. (2020). Model Konseptual Minat Penggunaan E-wallet: Techology Acceptance Model (TAM). Advances in Science, Technology and Innovation, 31–50.
MT, M. A. P., & Sukresna, I. M. (2021). PENGARUH KUALITAS PELAYANAN, PERSEPSI NILAI, DAN PERSEPSI KEGUNAAN, TERHADAP MINAT BERKELANJUTAN DENGAN KEPUASAN KONSUMEN SEBAGAI VARIABEL INTERVENING (Studi Pada Pengguna Dompet Digital (e-Wallet) OVO di Kota Semarang). Diponegoro Journal of Management, 10(1), 1–11.
Narahdita, A. P., Aisjah, S., & Kusniyah, N. (2020). Antecedents of Reuse Intention in Mobile Payment Services. Journal of Applied Management (JAM), 18(4), 682–691.
Nawawi, H. hadi. (2020). Penggunaan E-Wallet Dikalangan Mahasiswa Di Kota Makassar. 9–25.
Ndubisi, N. O. (2006). Effect of gender on customer loyalty: A relationship marketing approach. Emerald Group Publishing Limited, 24(1), 48–61. https://doi.org/10.1108/02634500610641552
Nugroho, A., Najib, M., & Simanjuntak, M. (2018). Factors Affecting Consumer Interest In Electronic Money Usage With Theory Of Planned Behavior (TPB). Journal of Consumer Sciences, 3(1), 15. https://doi.org/10.29244/jcs.3.1.15-27
Nurlinda, R. A., & Utami, P. (2019). Analisis Persepsi Dan Kepercayaan Konsumen Terhadap Keputusan Berbelanja Online Melalui Instagram. Journal of Economic, 10(2), 121–130.
Okumus, B., Ali, F., Bilgihan, A., & Ozturk, A. B. (2018). Psychological factors influencing customers’ acceptance of smartphone diet apps when ordering food at restaurants. International Journal of Hospitality Management, 72, 67–77. https://doi.org/10.1016/j.ijhm.2018.01.001
Olivia, M., & Marchyta, N. K. (2022). The Influence of Perceived Ease of Use and Perceived Usefulness on E-Wallet Continuance Intention: Intervening Role of Customer Satisfaction. Jurnal Teknik Industri, 24(1), 13–22. https://doi.org/10.9744/jti.24.1.
Pal, A., Herath, T., De’, R., & Rao, H. R. (2020). Contextual facilitators and barriers influencing the continued use of mobile payment services in a developing country: Insights from adopters in India. Information Technology for Development, 26(2), 1--27. https://doi.org/10.1080/02681102.2019.1701969
Pappas, I. O., Pateli, A. G., Giannakos, M. N., & Chrissikopoulos, V. (2014). Moderating effects of online shopping experience on customer satisfaction and repurchase intentions. International Journal of Retail and Distribution Management, 42(3), 187–204. https://doi.org/10.1108/IJRDM-03-2012-0034
Park, E. (2020). User acceptance of smart wearable devices: An expectation-confirmation model approach. Telematics and Informatics, 47(October 2019), 1–11. https://doi.org/10.1016/j.tele.2019.101318
Phuong, N. N. D., Luan, L. T., Van Dong, V., & Le Nhat Khanh, N. (2020). Examining customers’ continuance intentions towards e-wallet usage: The emergence of mobile payment acceptance in Vietnam. Journal of Asian Finance, Economics and Business, 7(9), 505–516. https://doi.org/10.13106/JAFEB.2020.VOL7.NO9.505
Prabandari, S. P., & Sholihah, P. I. (2015). The influence of theory of planned behavior and entrepreneurship education towards entrepreneurial intention. Journal of Economics, Business & Accountancy Ventura, 17(3), 385–392. https://doi.org/10.14414/jebav.v17i3.360
Prasetio, R. T. (2020). Analisa Manfaat dan Kemudahan Penggunaan Google Task di Lingkungan Akademik Menggunakan Metode TAM. Jurnal Responsif : Riset Sains Dan Informatika, 2(1), 65–74. https://doi.org/10.51977/jti.v2i1.202
Pratama, A. B., & Suputra, I. D. G. D. (2019). Pengaruh Persepsi Manfaat, Persepsi Kemudahan Penggunaan, dan Tingkat Kepercayaan Pada Minat Menggunakan Uang Elektronik. E-Jurnal Akuntansi, 27(2), 927. https://doi.org/10.24843/eja.2019.v27.i02.p04
Prathama, F., & Sahetapy, W. L. (2019). PENGARUH KEMUDAHAN PENGGUNAAN APLIKASI DAN KEPERCAYAAN KONSUMEN TERHADAP MINAT BELI ULANG KONSUMEN E-COMMERCE LAZADA Frenky. Agora, Jurnal Manajemen Bisnis, 7(1).
Pratiwi, L., Sunaryo, & Mugiono. (2021). The effect of e-service quality on e-loyalty mediated by e-trust and brand image variables: A study on OVO E-Wallet application users in Malang City. International Journal of Research in Business and Social Science (2147- 4478), 10(6), 56–62. https://doi.org/10.20525/ijrbs.v10i6.1364
Purba, M., Samsir, & Arifin, K. (2020). Pengaruh persepsi kemudahan penggunaan, persepsi manfaat dan kepercayaan terhadap kepuasan dan niat menggunakan kembali aplikasi ovo pada mahasiswa pascasarjana universitas riau. Jurnal Tepak Manajemen Bisnis, XII(1), 151–170.
Putri, N. K. R. D., & Suardhika, I. M. S. (2020). Penerapan Model UTAUT 2 Untuk Menjelaskan Niat Dan Perilaku Penggunaan. E-JA e-Jurnal Akuntansi, 30(2), 540–555.
Qasim, H., & Abu-Shanab, E. (2016). Drivers of mobile payment acceptance: The impact of network externalities. Information Systems Frontiers, 18(5), 1021–1034. https://doi.org/10.1007/s10796-015-9598-6
Rabaa’i, A. A., & ALMaati, S. A. (2021). Exploring the Determinants of Users’ Continuance Intention to Use Mobile Banking Services in Kuwait: Extending the Expectation-Confirmation Model. Asia Pacific Journal of Information Systems, 31(2), 141–184. https://doi.org/10.14329/apjis.2021.31.2.141
Rahi, S., Mansour, M. M. O., Alharafsheh, M., & Alghizzawi, M. (2021). The post-adoption behavior of internet banking users through the eyes of self-determination theory and expectation confirmation model. Journal of Enterprise Information Management, 34(6), 1874–1892. https://doi.org/10.1108/JEIM-04-2020-0156
Rahmayani, L., Rachmawati, I., & Sumrahadi. (2020). Alasan Utama Menggunakan Internet. E-Proceeding of Management, 7(1), 175–184.
Ramadayanti, A. T. (2022). Pengaruh Perceived Usefulness, Perceived Risk, Attitude, Subjective Norm Dan Perceived Ease Of Use Terhadap Intention To Use Aplikasi Layanan Mobile Payment OVO. Braz Dent J., 33(1), 1–125.
Ramos, I., Luna, D., Liébana-cabanillas, F., Sánchez-fernández, J., & Muñoz-leiva, F. (2018). Technological Forecasting & Social Change Mobile payment is not all the same: The adoption of mobile payment systems depending on the technology applied. Technological Forecasting & Social Change, August, 1–14. https://doi.org/10.1016/j.techfore.2018.09.018
Ribbink, D., Streukens, S., Van Riel, A. C. R., & Liljander, V. (2004). Comfort your online customer: Quality, trust and loyalty on the internet. Managing Service Quality: An International Journal, 14(6), 446–456. https://doi.org/10.1108/09604520410569784
Rijatullah, R., Suroso, A., & Rujito, L. (2020). Pegaruh Persepsi Kemanfaatan Dan Persepsi Kemudahan Penggunaan Terhadap Sikap Penggunaan Resep Elektronik. Jurnal Ekonomi, Bisnis, Dan Akuntansi, 22(2), 217–231. https://doi.org/10.32424/jeba.v22i2.1597
Sarkar, S., & Khare, A. (2018). Influence of Expectation Confirmation, Network Externalities, and Flow on Use of Mobile Shopping Apps. International Journal of Human-Computer Interaction, 1–12. https://doi.org/10.1080/10447318.2018.1540383
Septyanto, D., & Praudy, N. A. (2022). PERSEPSI KEMUDAHAN, DAYA TARIK PROMOSI DAN PERSEPSI KEMANFAATAN PENGARUHNYA PADA MINAT MASYARAKAT MENGGUNAKAN APLIKASI E-WALLET 269. Keislanam, 5(2), 269–284.
Shang, D., & Wu, W. (2017). Understanding mobile shopping consumers’ continuance intention. Industrial Management and Data Systems, 117(1), 213–227. https://doi.org/10.1108/IMDS-02-2016-0052
Sharma, S. K., & Sharma, M. (2019). Examining the role of trust and quality dimensions in the actual usage of mobile banking services: An empirical investigation. International Journal of Information Management, 44, 65–75. https://doi.org/10.1016/j.ijinfomgt.2018.09.013
Sheikh, Z., Islam, T., Rana, S., Hameed, Z., & Saeed, U. (2017). Acceptance of social commerce framework in Saudi Arabia. Telematics and Informatics, 34(8), 1693–1708. https://doi.org/10.1016/j.tele.2017.08.003
Silaen, E., & Prabawani, B. (2018). PERSEPSI MANFAAT SERTA PROMOSI TERHADAP MINAT BELI ULANG SALDO E-WALLET OVO. 1–9.
Sundawa, R. D., Kisworo, Y., & Wulandari, L. (2022). Identifikasi Kepuasan Pengguna Bus Jakarta Airport Connexion Ditinjau Dari Segi Kualitas Pelayanan Dan Harga (Studi Kasus Di Perum Pengangkutan Penumpang Djakarta). Jurnal Ilmiah M-Progress, 12(2), 163–174. https://doi.org/10.35968/m-pu.v12i2.910
Supriyatna, A. (2015). Analisis Dan Evaluasi Kepuasan Pengguna Sistem Informasi Perpustakaan Dengan Menggunakan Pieces Framework. Jurnal Pilar Nusa Mandiri, XI(1), 41–52.
Surendran, P. (2012). Thermal and catalytic slow pyrolysis of Calophyllum inophyllum fruit shell. International Journal of Business and Social Research, 2(4), 175–178. https://doi.org/10.1016/j.biortech.2015.06.132
Susanto, A., Chang, Y., & Ha, Y. (2016). Industrial Management & Data Systems Article information :Determinants of continuance intention to use the smartphone banking services An extension to the expectation-confirmation model. Industrial Management & Data Systems, 116(3), 508–525.
Susanto, E., & Jimad, N. (2019). PENGARUH PERSEPSI PENGGUNAAN TECHNOLOGY ACCEPTANCE MODEL (TAM) TERHADAP PENGGUNAAN E-FILLING. Jurnal Ilmiah Akuntansi Peradaban, V(1), 104–125.
Tam, C., Santos, D., & Oliveira, T. (2020). Exploring the influential factors of continuance intention to use mobile Apps: Extending the expectation confirmation model. Information Systems Frontiers, 22(1), 243–257. https://doi.org/10.1007/s10796-018-9864-5
Tandenga, R., Lapian, J., & Soegoto, A. S. (2018). Pengaruh Citra Merek Dan Kualitas Produk Terhadap Kepuasan Pengguna Kopi Bubuk Fortorang Pada Pt. Fortuna Inti Alam. Jurnal EMBA: Jurnal Riset Ekonomi, Manajemen, Bisnis Dan Akuntansi, 6(3), 1258–1267.
Ting, O. S., Ariff, M. S. M., Zakuan, N., Sulaiman, Z., & Saman, M. Z. M. (2016). E-Service Quality, E-Satisfaction and E-Loyalty of Online Shoppers in Business to Consumer Market; Evidence form Malaysia. IOP Conference Series: Materials Science and Engineering, 131(1). https://doi.org/10.1088/1757-899X/131/1/012012
Tony, S. (2019). Pengaruh Persepsi Kebermanfaatan dan Persepsi Kemudahan Penggunaan Terhadap Minat Penggunaan Layanan Pembayaran Digital Go-Pay. Jurnal Manajemen, 8(2), 27–39.
Tyas, R. W., & Azizah, N. (2022). Analisa Kepuasan Pengguna Dompet Digital melalui Continuance Use Intention dengan Expectation Confirmation Model. Jurnal Ilmiah Poli Bisnis, 14(2), 126–140.
Utami, S. S., & Kusumawti, B. (2017). Fakto-Faktor Yang Mempengaruhi Minat Penggunaan E-Money (Studi pada Mahasiswa STIE Ahmad Dahlan Jakarta). Balance, XIV(2), 29–41.
Utomo, I. P., & Kustiawan, U. (2022). The Effect of Online Store Images and Online Shop-Ping Experiences on Online Consumer Satisfaction Increasing Buying Intention. American International Journal of Business Management (AIJBM), 5(07), 10–20.
Venkatesh, V., & Davis, F. D. (2000). A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies. Management Science, 46(2), 186–204.
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2012). USER ACCEPTANCE OF INFORMATION TECHNOLOGY: TOWARD A UNIFIED VIEW. Management Information Systems Research Center, University of Minnesota, 27(3), 425–2478. https://doi.org/10.1016/j.inoche.2016.03.015
Wang, F., Wang, C., Li, M., Gui, L., Zhang, J., & Chang, W. (2003). Purification, characterization and crystallization of a group of earthworm fibrinolytic enzymes from Eisenia fetida. Biotechnology Letters, 25(13), 1105–1109. https://doi.org/10.1023/A:1024196232252
Wassalam, O. J. F., Umar, R., & Yudhana, A. (2020). Pengukuran Kesuksesan Implementasi E-Learning. Jurnal Edukasi Dan Penelitian Informatika, 6(1), 122–130.
Weng, G. S., Zailani, S., Iranmanesh, M., & Hyun, S. S. (2017). Mobile taxi booking application service’s continuance usage intention by users. Transportation Research Part D: Transport and Environment, 57, 207–216. https://doi.org/10.1016/j.trd.2017.07.023
Wibowo, A. (2008). Kajian Tentang Perilaku Pengguna Sistem Informasi dengan Pendekatan Technology Acceptance Model (TAM). Konferensi Nasional Sistem Informasi, 1–8.
Wijaya, O. A., Andajani, E., & Rahayu, S. (2020). Menguji Determinan Individual Intention to Use pada Aplikasi Traveloka. Journal of Business and Banking, 10(1), 71–89. https://doi.org/10.14414/jbb.v10i1.2230
William, G., & Tjokrosaputro, M. (2021). Persepsi Kegunaan Dan Promosi Untuk Memprediksi Niat Penggunaan E-Wallet: Sikap Sebagai Variabel Mediator. Jurnal Muara Ilmu Ekonomi Dan Bisnis, 5(1), 74–88. https://doi.org/10.24912/jmieb.v5i1.9997
Wu, B., & Chen, X. (2016). Continuance intention to use MOOCs: Integrating the technology acceptance model (TAM) and task technology fit (TTF) model. Computers in Human Behavior, 67, 1–12. https://doi.org/10.1016/j.chb.2016.10.028
Wu, I.-L., & Huang, C. Y. (2014). Analysing complaint intentions in online shopping: The antecedents of justice and technology use and the mediator of customer satisfaction. Behaviour and Information Technology, 34(1), 0–12. https://doi.org/10.1080/0144929X.2013.866163
Yang, H., Lee, H., & Zo, H. (2017). User acceptance of smart home services: An extension of the theory of planned behavior. Industrial Management and Data Systems, 117(1), 68–89. https://doi.org/10.1108/IMDS-01-2016-0017
Yang, J., & Mossholder, K. W. (2010). Examining the effects of trust in leaders: A bases-and-foci approach. Leadership Quarterly, 21(1), 50–63. https://doi.org/10.1016/j.leaqua.2009.10.004
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