•  
  •  
 

Abstract

The Fourth Industrial Revolution has led to the development of Islamic FinTech innovations to meet the needs of the Muslim community. This study analyzes the factors that determine the adoption of Sharia FinTech by halal MSME owners. The study utilized an exploratory method based on an online survey of halal MSME owners with 319 samples. The PLS-SEM analysis technique was chosen to prove the research hypothesis. This research finds that variables such as religiosity, Islamic financial literacy, and perception of risk affect the intention to adopt Islamic FinTech. The UTAUT2 variable has a positive effect on knowledge of Sharia FinTech adoption, while the adoption of Islamic FinTech positively impacts the sustainability of halal MSME businesses. The study recommends strengthening the infrastructure of the Sharia FinTech system and enhancing the value of financial services for halal MSMEs. Integrating Sharia FinTech into business operations can also enhance brand image and increase the sustainable business capacity of halal MSMEs. These insights can help develop effective strategies for Islamic FinTech innovation.

Bahasa Abstract

Revolusi industri keempat telah menyebabkan berkembangnya inovasi FinTech Islami untuk memenuhi kebutuhan masyarakat muslim. Studi ini menganalisis faktor-faktor yang menentukan adopsi FinTech Syariah oleh pemilik UMKM Halal. Penelitian ini menggunakan metode eksploratif berdasarkan survei online pemilik UMKM halal dengan 319 sampel. Teknik analisis PLS-SEM dipilih untuk membuktikan hipotesis penelitian. Penelitian ini menemukan bahwa variabel seperti religiusitas, literasi keuangan Islam, dan persepsi risiko mempengaruhi niat untuk mengadopsi FinTech Islam. Variabel UTAUT2 berpengaruh positif terhadap pengetahuan adopsi FinTech Syariah, sedangkan adopsi FinTech Syariah berdampak positif terhadap keberlangsungan bisnis UMKM Halal. Kajian ini merekomendasikan penguatan infrastruktur sistem FinTech Syariah dan peningkatan nilai layanan keuangan bagi UMKM Halal. Mengintegrasikan FinTech Syariah dalam operasional bisnis juga dapat meningkatkan brand image dan meningkatkan kapasitas bisnis yang berkelanjutan bagi UMKM Halal. Wawasan ini dapat membantu mengembangkan strategi yang efektif untuk inovasi FinTech Islam.

References

Agustiningsih, M. D., R. M. Savitrah, and P.C.A. Lestari. 2021. Indonesian Young Consumers’ Intention to Donate Using Sharia Fintech. Asian Journal of Islamic Management (AJIM), 3 (1), 34–44. https://doi.org/10.20885/ajim.vol3.iss1.art4.

Ahmad, K., and M. H. Yahaya. 2022. Islamic Social Financing and Efficient Zakat Distribution: Impact of Fintech Adoption among the Asnaf in Malaysia. Journal of Islamic Marketing ahead-of-p (ahead-of-print). https://doi.org/10.1108/JIMA-04-2021-0102.

Akbar, Y. R., H. Zainal, A. Basriani, and R. Zainal. 2021. Moderate Effect of Financial Literacy during the Covid-19 Pandemic in Technology Acceptance Model on the Adoption of Online Banking Services. Budapest International Research and Critics Institute-Journal (BIRCI-Journal), 4 (4), 11904–15.

Alalwan, Ali A. et al. 2015. Consumer Adoption of Internet Banking in Jordan: Examining the Role of Hedonic Motivation, Habit, Self-Efficacy and Trust. Journal of Financial Services Marketing 2015, 20 (2), 145–57. https://doi.org/10.1057/FSM.2015.5.

Alharbi, R. K., S. B. Yahya, and S. Kassim. 2021. Impact of Religiosity and Branding on SMEs Performance: Does Financial Literacy Play a Role? Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-08-2019-0162.

Ali, M. M., A. Devi, H. Furqani, and Hamzah. 2020. Islamic Financial Inclusion Determinants in Indonesia: An ANP Approach. International Journal of Islamic and Middle Eastern Finance and Management, 13 (4), 727–47. https://doi.org/10.1108/IMEFM-01-2019-0007.

Ali, M. et al. 2021. How Perceived Risk, Benefit and Trust Determine User Fintech Adoption: A New Dimension for Islamic Finance. Foresight, 23 (4), 403–20. https://doi.org/10.1108/FS-09-2020-0095/FULL/PDF.

Ali, Q. et al. 2020. Does Big Data Analytics Enhance Sustainability and Financial Performance? The Case of ASEAN Banks. Journal of Asian Finance, Economics and Business, 7 (7), 1–13. https://doi.org/10.13106/jafeb.2020.vol7.no7.001.

Baabdullah, A. M. et al. 2019. Consumer Use of Mobile Banking (M-Banking) in Saudi Arabia: Towards an Integrated Model. International Journal of Information Management 44 (July 2018), 38–52. https://doi.org/10.1016/j.ijinfomgt.2018.09.002.

Ball, H. L. 2019. Conducting Online Surveys. Journal of Human Lactation, 35 (3), 413–17. https://doi.org/10.1177/0890334419848734.

Bananuka et al. 2020. Attitude: Mediator of Subjective Norm, Religiosity and Intention to Adopt Islamic Banking. Journal of Islamic Marketing, 11 (1), 81–96. https://doi.org/10.1108/JIMA-02-2018-0025.

Caisar, D., Dio, D. Lestari, and M. Muliadi. 2020. FinTech and Micro, Small and Medium Enterprises Development. Entrepreneurship Review, 1 (1), 1–9. https://doi.org/10.38157/entrepreneurship-review.v1i1.76.

Chan, R., I. Troshani, S. R. Hill, and A. Hoffmann. 2022. Towards an Understanding of Consumers’ FinTech Adoption: The Case of Open Banking. International Journal of Bank Marketing, 40 (4), 886–917. https://doi.org/10.1108/IJBM-08-2021-0397.

Chandra, M. P. 2022. Strengthening Small and Medium Enterprises (SMEs) Through Sociopreneurship-Based Communities in Technology Sustainability. Jurnal Digital Bisnis, Modal Manusia, Marketing, Entrepreneurship, Finance & Strategi Bisnis, 2 (1), 1–7. https://doi.org/10.32897/dimmensi.v2i1.1183.

Chang, A. 2012.UTAUT and UTAUT 2: A Review and Agenda for Future Research. The Winners, 13 (2), 10. https://doi.org/10.21512/tw.v13i2.656.

Fachrurazi, F., S. A. F. Silalahi, H. Hariyadi, and A. M. Fahham. 2022. Building Halal Industry in Indonesia: The Role of Electronic Word of Mouth to Strengthen the Halal Brand Image. Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-09-2021-0289.

Fadzil, F. 2018. “A Study on Factors Affecting the Behavioral Intention to Use Mobile Apps in Malaysia.” SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3090753.

Faridi, M. R., and A. Malik. 2020. Digital Transformation in Supply Chain, Challenges and Opportunities in SMEs: A Case Study of Al-Rumman Pharma. Emerald Emerging Markets Case Studies, 10 (1), 1–16. https://doi.org/10.1108/EEMCS-05-2019-0122/FULL/XML.

Farzin, M. et al. 2021. Extending UTAUT2 in M-Banking Adoption and Actual Use Behavior: Does WOM Communication Matter? Asian Journal of Economics and Banking, 5 (2), 136–57. https://doi.org/10.1108/ajeb-10-2020-0085.

Fauzi, A., and I. Murniawaty. 2020. Pengaruh Religiusitas Dan Literasi Keuangan Syariah Mahasiswa Terhadap Minat Menjadi Nasabah Di Bank Syariah. Economic Education Analisis Journal, 9 (2), 473–86. https://doi.org/10.15294/eeaj.v9i2.39541.

Ganesan, Y., A. B. A. Pitchay, and M. A. M. Nasser. 2020. Does Intention Influence the Financial Literacy of Depositors of Islamic Banking? A Case of Malaysia. International Journal of Social Economics, 47 (5), 675–90. https://doi.org/10.1108/IJSE-01-2019-0011.

Ghozali. 2013. Structural Equation Modeling, Metode Alternatif Dengan Partial Least Square (PLS), 4, Semarang: Badan Penerbit Universitas Diponegoro. Seminar Nasional Matematika dan Aplikasinya.

Hair, J., C. L. Hollingsworth, A. B. Randolph, and A. Y. L. Chong. 2017. An Updated and Expanded Assessment of PLS-SEM in Information Systems Research. Industrial Management and Data Systems, 117 (3), 442–58. https://doi.org/10.1108/IMDS-04-2016-0130.

Hasan, R., M. Ashfaq, and L. Shao. 2021. Evaluating Drivers of Fintech Adoption in the Netherlands. Global Business Review. https://doi.org/10.1177/09721509211027402.

Haseeb, M., H. I. Hussain, S. Kot, A. Androniceanu, and K. Jermsittiparsert. 2019. “Role of Social and Technological Challenges in Achieving a Sustainable Competitive Advantage and Sustainable Business Performance”. Sustainability Switzerland, 11 (14), https://doi.org/10.3390/su11143811.

Hasif, M., and K. Ahmad. 2019. Factors Affecting the Acceptance of Financial Technology among Asnaf for the Distribution of Zakat in Selangor- A Study Using UTAUT. Journal of Islamic Finance (Special Issue), 2117, 35–46.

Ivanova, A., and J. Y. Kim. 2022. Acceptance and Use of Mobile Banking in Central Asia: Evidence from Modified UTAUT Model. Journal of Asian Finance, Economics and Business, 9 (2), 217–27. https://doi.org/10.13106/jafeb.2022.vol9.no2.0217.

Joa, C. Y., and K. Magsamen-Conrad. 2022. Social Influence and UTAUT in Predicting Digital Immigrants’ Technology Use. Behaviour and Information Technology, 41 (8), 1620–38. https://doi.org/10.1080/0144929X.2021.1892192.

Kaur, B., S. Kiran, S. Grima, and R. Rupeika-Apoga. 2021. Digital Banking in Northern India: The Risks on Customer Satisfaction Risks, 9 (11), 1–18. https://doi.org/10.3390/risks9110209.

Kaur, S., and S. Arora. 2021. Role of Perceived Risk in Online Banking and Its Impact on Behavioral Intention: Trust as a Moderator. Journal of Asia Business Studies, 15 (1), 1–30. https://doi.org/10.1108/JABS-08-2019-0252.

Khan, I. U. et al. 2022. Exploring the Effects of Culture on Acceptance of Online Banking: A Comparative Study of Pakistan and Turkey by Using the Extended UTAUT Model. Journal of Internet Commerce, 21 (2), 183–216. https://doi.org/10.1080/15332861.2021.1882749.

Kurnianingsih, W. 2022. Shopeepay Mobile Payment Adoption Analysis Using the UTAUT Model Approach (Case Study at Amikom University Yogyakarta). Indonesian Journal of Business Intelligence (IJUBI), 5 (1), 61. https://doi.org/10.21927/ijubi.v5i1.2323.

Leguina, A. 2015. A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). International Journal of Research & Method in Education, 38 (2), 220–21. https://doi.org/10.1080/1743727x.2015.1005806.

Maghfiroh, S. 2018. Mahasiswi Darush Shalihat The Effect of Religiosity, Income, And Social Environment on The Interest of Saving in Islamic Bank to Coed of Islamic Study College. Jurnal Pendidikan Dan Ekonomi, 7 (3), 213–22.

Majid, R. 2021. The Role of Religiosity in Explaining the Intention to Use Islamic FinTech Among MSME Actors. International Journal of Islamic Economics and Finance (IJIEF), 4 (2), 207–32. https://doi.org/10.18196/ijief.v4i2.11833.

Majid, R., and H. Mawaddah. 2022. FinTech and MSMEs: The Role of Product Knowledge. Asian Journal of Islamic Management (AJIM), 4 (1), 15–24. https://doi.org/10.20885/ajim.vol4.iss1.art2.

Majid, R., and R. A. Nugraha. 2022. Crowdfunding and Islamic Securities: The Role of Financial Literacy. Journal of Islamic Monetary Economics and Finance, 8 (1), 89–112.

Mansyur, A., and E. M. T. E. Ali. 2022. The Adoption of Sharia Fintech Among Millenial in Indonesia: Moderating Effect of Islamic Financial Literacy on UTAUT 2. International Journal of Academic Research in Business and Social Sciences, 12 (4), https://doi.org/10.6007/ijarbss/v12-i4/13035.

Marlina, L., and Sudana. 2022. Economic Growth, Inflation and Growth of Islamic Bank in Indonesia during Covid-19. Budapest International Research and Critics Institute (BIRCI-Journal): Humanities and Social Sciences, 5 (3), 26697–708. https://doi.org/https://doi.org/10.33258/birci.v5i3.6716.

Memon, M. A., et al. 2021. PLS-SEM Statistical Programs: A Review. Journal of Applied Structural Equation Modeling, 5 (1), i–xiv. https://doi.org/10.47263/jasem.5(1)06.

Mizal, O. M., and C. Wijayangka. 2020. Analysis of E-Commerce Adoption by Msme in Fashion Sector in Bandung Using the Utaut Model. Jurnal Ilmiah MEA, 4 (3), 379–89. https://doi.org/https://doi.org/10.54783/mea.v4i3.430.

Muryanto, Y. T., D. B. Kharisma, and A. S. C. Nugraheni. 2022. Prospects and Challenges of Islamic Fintech in Indonesia: A Legal Viewpoint. International Journal of Law and Management, 64 (2), 239–52. https://doi.org/10.1108/IJLMA-07-2021-0162.

Muthukannan, P., B. Tan, F. T. Chiang, and C. Leong. 2021. Novel Mechanisms of Scalability of Financial Services in an Emerging Market Context: Insights from Indonesian Fintech Ecosystem. International Journal of Information Management, 61 (August), 102403. https://doi.org/10.1016/j.ijinfomgt.2021.102403.

Najib, M., et al. 2021. Fintech in the Small Food Business and Its Relation with Open Innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7 (1), https://doi.org/10.3390/joitmc7010088.

Nasfi, N, Y. Yunimar, and A. Prawira. 2022. The Role ff Fintech In Sharia Rural Bank West Sumatra. International Journal of Social and Management Studies, 2 (3), 13–19.

Nasir, M. A., J. Wu, M. Yago, and H. Li. 2015. Influence of Psychographics and Risk Perception on Internet Banking Adoption: Current State of Affairs in Britain. International Journal of Economics and Financial Issues, 5 (2), 461–68.

Oktavianita, A. D. 2021. Pengaruh Faktor Model UTAUT (Unified Theory of Acceptance and Use of Technology) Terhadap Niat Generasi Milenial Dalam Menggunakan Mobile Banking di Indonesia. Jurnal Ekonomi Dan Bisnis (EK&BI), 4, 649–60. https://doi.org/10.37600/ekbi.v4i2.414.

Olivia, S., J. Gibson, and R. Nasrudin. 2020. Indonesia in the Time of Covid-19. Bulletin of Indonesian Economic Studies, 56 (2), 143–74. https://doi.org/10.1080/00074918.2020.1798581.

Owusu K., Kwame., K. A. O. Atiemo, and C. Appiah. 2019. Acceptance and Use of Mobile Banking: An Application of UTAUT2. Journal of Enterprise Information Management, 32 (1), 118–51. https://doi.org/10.1108/JEIM-03-2018-0055.

Patil, P. P., N. P. Rana, and Y. K. Dwivedi. 2019. Digital Payments Adoption Research: A Meta-Analysis for Generalising the Effects of Attitude, Cost, Innovativeness, Mobility and Price Value on Behavioural Intention. IFIP Advances in Information and Communication Technology, 533, 194–206. https://doi.org/10.1007/978-3-030-04315-5_14/COVER.

Pizzi, S., L. Corbo, and A. Caputo. 2021. Fintech and SMEs Sustainable Business Models: Reflections and Considerations for a Circular Economy. Journal of Cleaner Production, 281, 125217. https://doi.org/10.1016/j.jclepro.2020.125217.

Pratika, Y. 2021. UTAUT Model: Identifying the Driving Factors of the Intention to Use Paylater. Jurnal Bisnis Dan Manajemen, 8 (2), 345–52. https://doi.org/10.26905/jbm.v8i2.6306.

Rahim, A. R, S. A. Bohari, A. Aman, and Z. Awang. 2022. Benefit–Risk Perceptions of FinTech Adoption for Sustainability from Bank Consumers’ Perspective: The Moderating Role of Fear of COVID-19. Sustainability Switzerland, 14 (14), https://doi.org/10.3390/su14148357.

Rahim, N. F., et al. 2022. Measurement and Structural Modelling on Factors of Islamic Fintech Adoption among Millennials in Malaysia. Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-09-2020-0279.

Rochmana, S. D., et al. 2022. Virtual Ethnography of Electronic Word of Mouth as a Marketing Enhancement. ETNOSIA: Jurnal Etnografi Indonesia, 7 (1), 51–66. https://doi.org/10.31947/etnosia.v7i1.21060.

Saleem, A. 2021. Fintech Revolution, Perceived Risks and Fintech Adoption: Evidence from Financial Industry of Pakistan. International Journal of Multidisciplinary and Current Educational Research (IJMCER), 3 (1), 191–205.

Santosa, A. D., N. Taufik, F. H. E. Prabowo, and M. Rahmawati. 2021. Continuance Intention of Baby Boomer and X Generation as New Users of Digital Payment during COVID-19 Pandemic Using UTAUT2. Journal of Financial Services Marketing, 26 (4), 259–73. https://doi.org/10.1057/s41264-021-00104-1.

Sarstedt, M., J. F. Hair, J. H. Cheah, J. M. Becker, and C. M. Ringle. 2019. How to Specify, Estimate, and Validate Higher-Order Constructs in PLS-SEM. Australasian Marketing Journal, 27 (3), 197–211. https://doi.org/10.1016/j.ausmj.2019.05.003.

Septiana, I., M. Salim, and M. Y. I. Daulay. 2020. Analysis the Effect of Habit and Perceived Enjoyment Mediated by Behavioural Intention to Adoption on Students Using Mobile Banking BNI. Managament Insight: Jurnal Ilmiah Manajemen, 15 (1), 78–94. https://doi.org/10.33369/insight.15.1.78-94.

Setyawan, A. A. et al. 2015. An Assessment of SME Competitiveness in Indonesia. Journal of Competitiveness, 7 (2), 60–74. https://doi.org/10.7441/joc.2015.02.04.

Sharif, A., and S. A. Raza. 2017. The Influence of Hedonic Motivation, Self-Efficacy, Trust and Habit on Adoption of Internet Banking: A Case of Developing Country. International Journal of Electronic Customer Relationship Management, 11 (1), 1–22. https://doi.org/10.1504/IJECRM.2017.086750.

Silalahi, S. A. F., F. Fachrurazi, and A. M. Fahham. 2022. Factors Affecting Intention to Adopt Halal Practices: Case Study of Indonesian Small and Medium Enterprises. Journal of Islamic Marketing, 13 (6), 1244–63. https://doi.org/10.1108/JIMA-05-2020-0152.

Singh, S., M. M. Sahni, and R. K. Kovid. 2020. What Drives FinTech Adoption? A Multi-Method Evaluation Using an Adapted Technology Acceptance Model. Management Decision, 58 (8), 1675–97. https://doi.org/10.1108/MD-09-2019-1318.

Skare, M., and D. R. Soriano. 2021. How Globalization Is Changing Digital Technology Adoption: An International Perspective. Journal of Innovation and Knowledge, 6 (4), 222–33. https://doi.org/10.1016/j.jik.2021.04.001.

Streukens, S., and S. Leroi-Werelds. 2016. Bootstrapping and PLS-SEM: A Step-by-Step Guide to Get More out of Your Bootstrap Results. European Management Journal, 34 (6), 618–32. https://doi.org/10.1016/j.emj.2016.06.003.

Supriani, I., B. A. Fianto, N. N. Fauziah, and R. R. Maulayati. 2021. Revisiting the Contribution of Islamic Banks’ Financing to Economic Growth: The Indonesian Experience. Shirkah: Journal of Economics and Business, 6 (1), 18–37. https://doi.org/10.22515/shirkah.v6i1.383.

Suryono, R. R., I. Budi, and B. Purwandari. 2021. Detection of Fintech P2P Lending Issues in Indonesia. Heliyon, 7 (4), e06782. https://doi.org/10.1016/j.heliyon.2021.e06782.

Syarif, F. 2019. Regulatory Framework for Islamic Financial Institutions: Lesson Learnt between Malaysia and Indonesia. Journal of Halal Product and Research, 2 (2), 79. https://doi.org/10.20473/jhpr.vol.2-issue.2.79-85.

Tamilmani, K., N. P. Rana, and Y. K. Dwivedi. 2017. A Systematic Review of Citations of UTAUT2 Article and Its Usage Trends. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10595 LNCS: 38–49. https://doi.org/10.1007/978-3-319-68557-1_5/TABLES/2.

Tamilmani, K., N. P. Rana, S. F. Wamba, and R. Dwivedi. 2021. The Extended Unified Theory of Acceptance and Use of Technology (UTAUT2): A Systematic Literature Review and Theory Evaluation. International Journal of Information Management, 57 (November 2020), 102269. https://doi.org/10.1016/j.ijinfomgt.2020.102269.

Tandon, U., and R. Kiran. 2018. Study on Drivers of Online Shopping and Significance of Cash-on-Delivery Mode of Payment on Behavioural Intention. International Journal of Electronic Business, 14 (3), 212–37. https://doi.org/10.1504/IJEB.2018.095959.

Tusyanah, T., A. Wahyudin, and M. Khafid. 2021. Analyzing Factors Affecting the Behavioral Intention to Use E-Wallet with the UTAUT Model with Experience as Moderating Variable. Journal of Economic Education, 10 (2), 113–23. https://doi.org/https://doi.org/10.15294/jeec.v9i2.44824.

Upadhyay, N., S. Upadhyay, S. S. Abed, and Y. K. Dwivedi. 2022. Consumer Adoption of Mobile Payment Services during COVID-19: Extending Meta-UTAUT with Perceived Severity and Self-Efficacy. International Journal of Bank Marketing, 40 (5), 960–91. https://doi.org/10.1108/IJBM-06-2021-0262.

Usman, H., D. Mulia, C. Chairy, and N. Widowati. 2022. Integrating Trust, Religiosity and Image into Technology Acceptance Model: The Case of the Islamic Philanthropy in Indonesia. Journal of Islamic Marketing, 13 (2), 381–409. https://doi.org/10.1108/JIMA-01-2020-0020.

Usmanova, K., D. Wang, E. Sumarliah, and F. Fauziyah. 2022. The Link between Company Performance and Supply Chain Orientation from the Perspective of Halal SMEs. British Food Journal, 124 (12), 4250–65. https://doi.org/10.1108/BFJ-05-2021-0467.

Utomo, S. B. et al. 2020. Promoting Islamic Financial Ecosystem to Improve Halal Industry Performance in Indonesia: A Demand and Supply Analysis. Journal of Islamic Marketing, 12 (5), 992–1011. https://doi.org/10.1108/JIMA-12-2019-0259.

Venkatesh, V. 2021. Adoption and Use of AI Tools: A Research Agenda Grounded in UTAUT. Annals ofOperations Research, No. 0123456789. https://doi.org/10.1007/s10479-020-03918-9.

Venkatesh, V., J. Y. L. Thong, and X. Xu. 2016. Unified Theory of Acceptance and Use of Technology: A Synthesis and the Road Ahead. Journal Association for Information System, 17 (5), 328–76.

Venkatesh, V. et al. 2011. Extending the Two-Stage Information Systems Continuance Model: Incorporating UTAUT Predictors and the Role of Context. Information Systems Journal, 21 (6), 527–55. https://doi.org/10.1111/J.1365-2575.2011.00373.X.

Wibowo, K. A. 2020. Transformation of Islamic Financial Literacy in the Member of BMT in Indonesia Through Community Development MKU Methods. SSRN Electronic Journal, 1–5. https://doi.org/10.2139/ssrn.3678336.

Wonglimpiyarat, J. 2017. FinTech Banking Industry: A Systemic Approach. Foresight, 19 (6), 590–603. https://doi.org/10.1108/FS-07-2017-0026.

Wu, R. Z., J. H. Lee, and X. F. Tian. 2021. Determinants of the Intention to Use Cross-Border Mobile Payments in Korea among Chinese Tourists: An Integrated Perspective of Utaut2 with Ttf and Itm. Journal of Theoretical and Applied Electronic Commerce Research, 16 (5), 1537–56. https://doi.org/10.3390/jtaer16050086.

Xie, J., L.Ye, W. Huang, and M. Ye. 2021. Understanding Fintech Platform Adoption: Impacts of Perceived Value and Perceived Risk. Journal of Theoretical and Applied Electronic Commerce Research, 16 (5), 1893–1911. https://doi.org/10.3390/jtaer16050106.

Yan, C., A. B. Siddik, N. Akter, and Q. Dong. 2021. Factors Influencing the Adoption Intention of Using Mobile Financial Service during the COVID-19 Pandemic: The Role of FinTech. Environmental Science and Pollution Research, No. 0123456789. https://doi.org/10.1007/s11356-021-17437-y.

Yen, Y. S., and F. S. Wu. 2016. Predicting the Adoption of Mobile Financial Services: The Impacts of Perceived Mobility and Personal Habit. Computers in Human Behavior, 65, 31–42. https://doi.org/10.1016/j.chb.2016.08.017.

Yuliani, I., and A. Khuwarazmi. 2022. Does Hijrah Trends Create a Different Decision on Behavior Consumption of Indonesian Muslims? Bulletin of Islamic Economics, 1 (1), 9–23.

Zakariyah, H., A. H. A. Othman, R. Rosman, and A. S. Olanrewaju. 2021. Risk Mitigation for Cash Waqf Collection Using Financial Technology and Internet of Things. Artificial Intelligence and Islamic Finance, December, 210–21. https://doi.org/10.4324/9781003171638-14.

Zargani, A. et al. 2018. A Survey on the Relationship between Religiosity and Quality of Life in Patients with Breast Cancer: A Study in Iranian Muslims. Asia-Pacific Journal of Oncology Nursing, 5 (2), 217–22. https://doi.org/10.4103/apjon.apjon.

Zeng, N. et al. 2021. Do Right PLS and Do PLS Right: A Critical Review of the Application of PLS-SEM in Construction Management Research. Frontiers of Engineering Management, 8 (3), 356–69. https://doi.org/10.1007/s42524-021-0153-5.

Zuiderwijk, A., M. Janssen, and Y. K. Dwivedi. 2015. Acceptance and Use Predictors of Open Data Technologies: Drawing upon the Unified Theory of Acceptance and Use of Technology. Government Information Quarterly, 32 (4), 429–40. https://doi.org/10.1016/j.giq.2015.09.005.

DHR_Reviewer 1.docx (43 kB)
Daftar Hasil Revisi _ Reviewer 1

DHR_Reviewer 2.docx (27 kB)
Daftar Hasil Revisi _ Reviewer 2

Revisi 1_JAKI UI.docx (946 kB)
Naskah Revisi 1_Reviewer 1

Revisi 2_JAKI UI.docx (957 kB)
Naskah Revisi 2_Reviewer 2

DHR2_Reviewer 1.docx (15 kB)
DHR2_Reviewer 2.docx (19 kB)
Revisi_Reviewer 1.docx (951 kB)
Revisi__Reviewer 2.docx (951 kB)

Share

COinS