Bibliometric Analysis of Financial Technology Adoption by MSMEs in Indonesia
DOI:
https://doi.org/10.35870/emt.v10i2.5892Keywords:
Bibliometrics, Financial Technology, MSMEs, Fintech Adoption, Financial LiteracyAbstract
This research aims to map the knowledge architecture and research landscape regarding the adoption of financial technology by Micro, Small, and Medium Enterprises (MSMEs) in Indonesia. Although MSMEs are vital to the national economy, contributing 61% of the GDP, a comprehensive understanding of research trends, collaboration networks, and thematic gaps remains fragmented. To bridge this gap, this study presents a helicopter view thru a comprehensive literature synthesis. This research uses a bibliometric analysis design. Data was collected from the leading database Dimension.ai using specific keywords. Then, the data was analyzed to visualize citation networks, co-authorship, and keyword mapping using VOSviewer software. The results revealed that the research focus was divided into three main thematic clusters: Cluster Red (Islamic fintech, P2P lending), Cluster Green (digital economy, technology adoption), and Cluster Blue (MSME performance and risk management). The collaboration network shows a strong pattern, dominated by key authors affiliated with major universities in Indonesia, such as Airlangga University and the University of Indonesia. Nevertheless, reputable international journals (Heliyon, Sustainability) remain the primary citation references, highlighting a gap between national research productivity and global citation rates. This research theoretically confirms the shift in fintech adoption research by incorporating contextual and structural dimensions.
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References
Afjal, M. (2023). Bridging the financial divide: A bibliometric analysis on the role of digital financial services within FinTech in enhancing financial inclusion and economic development. Humanities and Social Sciences Communications, 10(1), 645. https://doi.org/10.1057/s41599-023-02086-y.
Alfie Faj’ri, F., Amsal Sahban, M., Saragih, H., & Cyntia Kojongian, P. J. (2024). Digital economy and business transformation in Indonesia: An exploration of opportunities and challenges. Nomico, 1(6), 108–117. https://doi.org/10.62872/xer5f812.
Antoni, A., Judijanto, L., & Supriadi, A. (2024). Impact of Fintech adoption, MSME digital readiness, and regulatory environment on financial performance in Indonesia. West Science Accounting and Finance, 2(02), 275–286. https://doi.org/10.58812/wsaf.v2i02.1046.
Arestha, R., Afifah, N., & Mustaruddin, M. (2025). Mendorong transformasi digital UMKM: Analisis faktor-faktor yang memengaruhi niat adopsi Fintech di Indonesia. Jurnal Manajemen Terapan Dan Keuangan (Mankeu), 14(2), 948–961.
Astohar, A., Praptitorini, M. D., & Shobandiyah, S. (2022). Pengaruh literasi keuangan dan layanan keuangan berbasis teknologi terhadap inklusi keuangan (Studi kasus pada UMKM di Kabupaten Demak). The Academy of Management and Business, 1(2), 69–79. https://doi.org/10.55824/tamb.v1i2.147.
Atkinson, A., & Messy, F.-A. (2012). Measuring financial literacy: Results of the OECD / International Network on Financial Education (INFE) pilot study. https://doi.org/10.1787/5k9csfs90fr4-en.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319. https://doi.org/10.2307/249008.
Diana, I., & Sartika, D. (2024). The economic effects of financial technology (FinTech) adoption on small and medium-sized enterprises: Insights from Palembang, Indonesia. Equity: Jurnal Ekonomi, 11(2), 94–102. https://doi.org/10.33019/equity.v11i2.228.
DJPb, K. K. R. (2023, June 27). Kontribusi UMKM dalam perekonomian Indonesia.
Era Sugiartini, N. N., & Wiagustini, N. L. P. (2020). The effect of financial technology, company characteristics and owner characteristics on MSME financial decisions in Bali Province. International Journal of Scientific and Research Publications (IJSRP), 10(11), 559–566. https://doi.org/10.29322/IJSRP.10.11.2020.p10773.
Gupta, P. K., & Gupta, M. (2024). Exploring the horizons of Fintech: A systematic review of the existing literature and prospects for future research. Proceedings of Forum Manajemen Indonesia’s International Conferences, 1, 382–402. https://doi.org/10.47747/fmiic.v1i1.2179.
Hartanti, M. F. P., Mardita, C. N., Tirta, M., Putra, A. R. A., & Setyaningrum, I. (2023). Literasi pemasaran digital dan teknologi keuangan sebagai sarana peningkatan omset UMKM di Probolinggo. J-MAS (Jurnal Manajemen Dan Sains), 8(1), 113. https://doi.org/10.33087/jmas.v8i1.922.
Heliani, & Salwa Aulia Novitasari. (2024). Pengaruh literasi keuangan, inklusi keuangan, dan finansial teknologi terhadap kinerja UMKM di Kota Sukabumi. Jurnal Aktiva: Riset Akuntansi Dan Keuangan, 6(3), 291–308. https://doi.org/10.52005/aktiva.v6i3.256.
Isa, M., & Suryomurti, W. (2023). Sentiment analysis on the perception of Sharia Fintech in Indonesia. Proceedings of the 4th International Conference on Islamic Economics, Business, Philanthropy, and PhD Colloqium (ICIEBP 2022), 146–169. https://doi.org/10.2991/978-94-6463-176-0_11.
Kurnia Rahayu, S., Budiarti, I., Waluya Firdauas, D., & Onegina, V. (2023). Digitalization and informal MSME: Digital financial inclusion for MSME development in the formal economy. Journal of Eastern European and Central Asian Research (JEECAR), 10(1), 9–19. https://doi.org/10.15549/jeecar.v10i1.1056.
Lestari, D., Darma, D. C., & Muliadi, M. (2020). FinTech and Micro, Small and Medium Enterprises development: Special reference to Indonesia. Entrepreneurship Review, 1(1), 1–9.
Modina, M., Fedele, M., & Formisano, A. V. (2025). Digital finance for SMEs and startups: A bibliometric analysis and future research direction. Journal of Small Business and Enterprise Development, 32(3), 524–571. https://doi.org/10.1108/JSBED-01-2024-0021.
Muhammad Astri Yulidar Abbas, Hutauruk, M. R., Sri Wahyuti, Siti Maulina, & Putri Indardaini. (2025). Systematic Literature Review (SLR): Dampak financial technology dan literasi keuangan pada kinerja keuangan usaha mikro kecil menengah di Kalimantan Timur. MAMEN: Jurnal Manajemen, 4(3), 372–386. https://doi.org/10.55123/mamen.v4i3.5859.
Mulyana, D., Soeaidy, M. S., & Taufiq, A. R. (2024). Fintech adoption: Peer-to-peer lending for Indonesian MSMEs. International Journal of Management and Economics Invention, 10(10). https://doi.org/10.47191/ijmei/v10i10.05.
Naufal, M. I., & Purwanto, E. (2022). Dampak literasi keuangan terhadap kinerja dan keberlanjutan UMKM (Studi kasus industri F&B Kecamatan Sumbersari Jember). Profit: Jurnal Administrasi Bisnis, 16(02), 209–215.
Nugraha, D. P., Setiawan, B., Nathan, R. J., & Fekete-Farkas, M. (2022). Fintech adoption drivers for innovation for SMEs in Indonesia. Journal of Open Innovation: Technology, Market, and Complexity, 8(4), 208. https://doi.org/10.3390/joitmc8040208.
Nurkholik, A. (2023). Trends in digital financial literacy research on the Indonesian millennial generation: A systematic literature review. RSF Conference Series: Business, Management and Social Sciences, 3(3), 253–263. https://doi.org/10.31098/bmss.v3i3.670.
Offiong, U. P., Szopik-Depczyńska, K., Cheba, K., & Ioppolo, G. (2024). FinTech as a digital innovation in microfinance companies – systematic literature review. European Journal of Innovation Management, 27(9), 562–581. https://doi.org/10.1108/EJIM-04-2024-0462.
Ojiaku, O. C., Ezenwafor, E. C., & Osarenkhoe, A. (2024). Integrating TTF and UTAUT models to illuminate factors that influence consumers’ intentions to adopt financial technologies in an emerging country context. International Journal of Technology Marketing, 18(1), 113–135. https://doi.org/10.1504/IJTMKT.2024.135674.
Oktaviani, W., & Yulhendri, Y. (2025). Pengaruh adopsi teknologi finansial (Fintech) terhadap pertumbuhan UMKM. Socius: Jurnal Penelitian Ilmu-Ilmu Sosial, 3(2), 119–123.
Primadasa, Y., Saputra, A. Y., & Juliansa, H. (2021). Penerapan metode technology acceptance model terhadap faktor kepercayaan dan risiko dalam penggunaan aplikasi Fintech. CogITo Smart Journal, 7(2), 290–304. https://doi.org/10.31154/cogito.v7i2.327.290-304.
Purnamasari, P., Pramono, I. P., Haryatiningsih, R., Ismail, S. A., & Shafie, R. (2020). Technology acceptance model of financial technology in micro, small, and medium enterprises (MSME) in Indonesia. The Journal of Asian Finance, Economics and Business, 7(10), 981–988. https://doi.org/10.13106/jafeb.2020.vol7.no10.981.
Purwanto, H., Yandri, D., & Yoga, M. P. (2022). Perkembangan dan dampak financial technology (Fintech) terhadap perilaku manajemen keuangan di masyarakat. Kompleksitas: Jurnal Ilmiah Manajemen, Organisasi dan Bisnis, 11(1), 80–91. https://doi.org/10.56486/kompleksitas.vol11no1.220.
Puspitasari, R., & Astrini, D. (2021). Dampak literasi dan inklusi keuangan terhadap kinerja pelaku UMKM di Kota Bogor. Jurnal Ilmiah Manajemen Kesatuan, 9(2), 181–190. https://doi.org/10.37641/jimkes.v9i2.771.
Putri, L. P., & Christiana, I. (2021). Peran financial technology dalam membantu UMKM di tengah pandemi Covid-19. EKONOMIKAWAN: Jurnal Ilmu Ekonomi dan Studi Pembangunan, 21(1), 57–63.
Ragimun, R., & Yosepha, S. Y. (2018). The role of Fintech encourages the export of small medium enterprises in Indonesia. Journal of Social and Development Sciences, 9(3), 66–77. https://doi.org/10.22610/jsds.v9i3.2478.
Rahmawati, D., Thaha, A. R., & Priyanto, A. (2023). Financial literacy, digital transformation adoption, and their significance to the MSMEs performance in Bandung city. Jurnal Manajemen Bisnis Dan Kewirausahaan, 7(1), 213–223. https://doi.org/10.24912/jmbk.v7i1.20702.
Rizki, A., & Hendarman, A. F. (2024). Empowering financial and digital literacy to build resilience of MSMEs: Proposed implementation in Bandung city. International Journal of Current Science Research and Review, 07(10). https://doi.org/10.47191/ijcsrr/V7-i10-14.
Rollnik-Sadowska, E., & Grabińska, V. (2024). Managing neurodiversity in workplaces: A review and future research agenda for sustainable human resource management. Sustainability, 16(15), 6594. https://doi.org/10.3390/su16156594.
Rusanda, A. D., Usuli, S., & Setiawan, A. (2024). Pengaruh literasi dan inklusi keuangan terhadap kinerja keuangan dengan financial self-efficacy sebagai variabel intervening. Jurnal Ilmiah Ekomen, 24(1), 45–72.
Sahabuddin, M., Sakib, Md. N., Rahman, Md. M., Jibir, A., Fahlevi, M., Aljuaid, M., & Grabowska, S. (2023). The evolution of FinTech in scientific research: A bibliometric analysis. Sustainability, 15(9), 7176. https://doi.org/10.3390/su15097176.
Sanga, B., & Aziakpono, M. (2023). FinTech and SMEs financing: A systematic literature review and bibliometric analysis. Digital Business, 3(2), 100067. https://doi.org/10.1016/j.digbus.2023.100067.
Santosa, B., Budiman, E., Simarmata, Y., Kurniawan, D., Indriani, Y., & Suryono, R. R. (2025). Systematic literature review: Fintech dan program pemerintah dalam permodalan UMKM: Inklusi atau ilusi. Jurnal Ekonomika Dan Bisnis (JEBS), 5(1), 140–150. https://doi.org/10.47233/jebs.v5i1.2579.
Sari, O. I. P., & Arifin, A. Z. (2023). Pengaruh financial technology adoption capability dan financial literacy terhadap business sustainability. Jurnal Manajemen Bisnis Dan Kewirausahaan, 7(3), 571–581. https://doi.org/10.24912/jmbk.v7i3.23870.
Setiawan, B., Nugraha, D. P., Irawan, A., Nathan, R. J., & Zoltan, Z. (2021). User innovativeness and fintech adoption in Indonesia. Journal of Open Innovation: Technology, Market, and Complexity, 7(3), 188. https://doi.org/10.3390/joitmc7030188.
Sulaiman, H. J., & Depayanti, L. (2024). Emerging trends of funding sources for SMEs with bibliometric analysis. Motivasi, 9(2), 127. https://doi.org/10.32502/mti.v9i2.8946.
Sumani, S., & Prasetya, I. B. (2022). The effect of financial technology on the performance of micro, small, and medium businesses. Review of Management and Entrepreneurship, 6(1), 51–72.
Suryanto, S., Rusdin, R., & Dai, R. M. (2020). Fintech as a catalyst for growth of micro, small and medium enterprises in Indonesia. Academy of Strategic Management Journal, 19(5), 1–12.
Takidah, E., & Kassim, S. (2021). Indonesia’s Islamic Fintech for sustainable development: A barrier analysis. TIJARI International Journal of Islamic Economics, Business and Entrepreneurship, 1(3), 38–62.
Teja, A. (2017). Indonesian fintech business: New innovations or foster and collaborate in business ecosystems? The Asian Journal of Technology Management (AJTM), 10(1), 10–18. https://doi.org/10.12695/ajtm.2017.10.1.2.
Utami, N. (2023). Analysis of the use of financial technology and financial literacy among MSMEs. MBIA, 22(1), 11–21. https://doi.org/10.33557/mbia.v22i1.2217.
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478.
Wardani, A. P. Y. K., & Darmawan, N. A. S. (2020). Peran financial technology pada UMKM: Peningkatan literasi keuangan berbasis payment gateway. Jurnal Ilmiah Akuntansi Dan Humanika, 10(2), 170. https://doi.org/10.23887/jiah.v10i2.25947.
Zahari, Y. K., Hidayah, K., Juansa, A., Aisa, N. N., Hafni, D. A., Nurkholik, A., Sigit, H., Sabilla, O., Minarsi, A., & Rintasari, N. (2025). Manajemen keuangan UMKM: Konsep dan penerapannya pada UMKM era digital. PT. Star Digital Publishing.
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Copyright (c) 2026 Adam Nurkholik, Anggi Pratiwi Sitorus, Shintami Oktavia, Loranty Folia Simanjuntak, Shofwan Sasri Azhari, Imanuddin Husayn Sormin, Lemuel Hezekiah Gavriel, Ruthania Evani, Maria Gabriel Oktriana Tangkas

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