The Paradox of Digital Financial Inclusion: Unpacking the Alternative Credit Scoring Gap for MSMEs in FinTech Lending
DOI:
https://doi.org/10.31605/mandar.v8i2.6784Keywords:
MSMEs, fintech lending, alternative credit scoring, financial inclusion, accounting information systemAbstract
FinTech lending utilizes alternative credit scoring (ACS) based on digital footprints to expand financial inclusion for Micro, Small, and Medium Enterprises (MSMEs). However, this approach risks excluding marginalized MSMEs that lack extensive digital data. This study explores the paradoxical digital divide in MSME credit assessment and examines the potential of Accounting Information Systems (AIS) to bridge this gap. Employing a descriptive-exploratory qualitative approach, multiple case studies were conducted involving 15 MSME actors with varying digitalization levels in Parepare City, Indonesia. The findings reveal a "signal recognition gap": although most MSMEs possess adequate digital footprints and disciplined financial records, they still receive disproportionately low FinTech financing limits. Current FinTech algorithms appear to assess basic identity and loan history rather than actual business performance or structured accounting signals. Consequently, FinTech lending currently provides only "nominal inclusion" without substantive financial impact. Integrating AIS-generated financial reports into ACS algorithms is critical to provide accurate credit signals, mitigate information asymmetry, and achieve genuine financial inclusion for MSMEs
References
Agarwal, S., Alok, S., Ghosh, P., & Gupta, S. (2019). Financial inclusion and alternate credit scoring: Role of big data and machine learning in fintech. Indian School of Business Working Paper. https://ssrn.com/abstract=3507827
Akerlof, G. A. (1970). The market for “lemons”: Quality uncertainty and the market mechanism. Quarterly Journal of Economics, 84(3), 488–500. https://doi.org/10.1016/B978-0-12-214850-7.50022-X
Apriyani, D., Hertati, L., Avini, T., & Heryati, A. (2025). Peran Transformation Digital, Optimalisasi Sistem Informasi Akuntansi Bisnis Digital Berbasis Teknologi. Expense: Jurnal Manajemen Bisnis, 2(1), 1-10. https://ejournal.stebisigm.ac.id/index.php/expense/article/view/1756
Berg, T., Burg, V., Gombović, A., & Puri, M. (2020). On the rise of fintechs: Credit scoring using digital footprints. Review of Financial Studies, 33(7), 2845–2897. https://doi.org/10.1093/rfs/hhz099
Billyahsan, M. F., Al–Faqih, M., Syahputra, I., Sialagan, W., Mahardiksa, A., & Damanik, B. E. (2025). Pengaruh Fintech Terhadap Inklusi Keuangan di Indonesia. Jurnal Inovasi Artificial Intelligence & Komputasional Nusantara, 3(1), 59-63. https://doi.org/10.260396/fswspj78
Demirgüç-Kunt, A., Klapper, L., Singer, D., & Ansar, S. (2022). The Global Findex Database 2021: Financial inclusion, digital payments, and resilience in the age of COVID-19. World Bank. https://books.google.co.id/books?id=NH3kEQAAQBAJ&lpg=PA1978&ots=dCJURDu4SP&dq=The%20Global%20Findex%20Database%202021%3A%20Financial%20inclusion%2C%20digital%20payments%2C%20and%20resilience%20in%20the%20age%20of%20COVID-19&lr&hl=id&pg=PA1978#v=onepage&q=The%20Global%20Findex%20Database%202021:%20Financial%20inclusion,%20digital%20payments,%20and%20resilience%20in%20the%20age%20of%20COVID-19&f=false
Demung, I. W., Tampubolon, A. S., Judijanto, L., Kusumastuti, S. Y., & Meidiana, R. (2026). Teknologi Keuangan dan Pertumbuhan Ekonomi. PT. Sonpedia Publishing Indonesia. https://books.google.co.id/books?id=_7aGEQAAQBAJ&lpg=PA1&ots=b80SMaFHm9&dq=Teknologi%20Keuangan%20dan%20Pertumbuhan%20Ekonomi&lr&hl=id&pg=PA1#v=onepage&q=Teknologi%20Keuangan%20dan%20Pertumbuhan%20Ekonomi&f=false
Enny Diah Astuti, & Rahmi Rosita. (2024). Pentingnya Transformasi Digital UMKM dalam Pengembangan Ekonomi Indonesia. Sammajiva: Jurnal Penelitian Bisnis Dan Manajemen, 2(4), 119–134. https://doi.org/10.47861/sammajiva.v2i4.1499
Fatimah Hafni Simanjuntak, Nadra Syahira Putri, (2025) ‘Membangun Ekonomi Berkelanjutan: Kontribusi UMKM dalam Peningkatan Pendapatan Masyarakat’ Jurnal Nuansa: Publikasi Ilmu Manajemen dan Ekonomi Syariah Volume. 3 Nomor. 3 September 2025 e-ISSN: 3021-8691; p-ISSN: 3024-8388, Hal. 223-230 DOI: https://doi.org/10.61132/nuansa.v3i3.1955.
Ginting, T. T. M., & Mendrofa, A. S. (2025). Akses Permodalan Bagi Wirausaha Muda: Tinjauan Literatur Terhadap Hambatan Dan Solusi. Jurnal Pengembangan Usaha Dan Kewirausahaan, 1(1), 24-29. https://e-journal.ibk.ac.id/index.php/jpuk/article/view/15
Lestari, I. G. A. K. (2025). Tantangan akses pembiayaan UMKM terhadap lembaga keuangan formal di Indonesia. Jurnal Nirta: Studi Inovasi, 4(2), 560-571.
Mas' ud, A. A., & Tenriyola, A. P. (2025). The UMKM Online Advantage: Linking Digital Strategies to Enhanced Consumer Purchase Intentions. MANDAR: Management Development and Applied Research Journal, 7(2), 177-185. https://doi.org/10.31605/mandar.v7i2.5156
Mas’ud, B. R., Isma, B., & Fadlina, F. (2025). THE INFLUENCE OF FINANCIAL LITERACY AND DIGITAL PAYMENT SYSTEMS ON THE PERFORMANCE OF MSMES IN MARITENGNGAE DISTRICT SIDENRENG RAPPANG REGENCY. Jurnal Ekonomi Ichsan Sidenreng Rappang, 4(2), 617-630. https://doi.org/10.61912/jeinsa.v4i2.347
Mithun, M. M. U., Tanim, S. H., & Tarannum, R. (2025). Developing AI-Powered Credit Scoring Models Leveraging Alternative Data for Financially Underserved US Small Businesses. Repository Antis Publisher, 699254. https://miastoprzyszlosci.com.pl/index.php/mp/article/view/1330/1238
Mohamad Chaidir, Ruslaini Ruslaini, & Dadang Irawan. (2025). Transformasi Digital dalam Manajemen Keuangan: Studi Kasus pada UMKM Indonesia di Era Ekonomi Digital. Jurnal Mahasiswa Manajemen Dan Akuntansi, 4(1), 239–249. https://doi.org/10.30640/jumma45.v4i1.4138
Muuna, A. N., Prastikawati, E., Laili, A. N., Sari, M. W., & Mustoffa, A. F. (2023). Asimetri informasi dan teori keagenan pada pengungkapan laporan keuangan. Jurnal Akuntansi dan Pajak, 23(02), pp. 1–8. https://www.jurnal.stie-aas.ac.id/index.php/jap/article/view/7116
Nasution, R. P., & Alif, M. (2025). Fintech Solusi Mengatasi Kesenjangan Akses Keuangan di Indonesia. Socius: Jurnal Penelitian Ilmu-Ilmu Sosial, 2(11). https://ojs.daarulhuda.or.id/index.php/Socius/article/view/1885
Nugraha, F. A., Malihatun, I., Gayatri, S., & Bramantio, B. (2025). Faktor penggerak digitalisasi usaha mikro, kecil, dan menengah di Indonesia: Pendekatan model PEST. MASTER: Jurnal Manajemen dan Bisnis Terapan, 5(1), 40–60. https://doi.org/10.30595/jmbt.v5i1.26597
Otoritas Jasa Keuangan (OJK). (2024). Buku saku OJK. https://www.ojk.go.id/Files/box/BukuSakuOJK.pdf
Purnamaningrum, T. K., Judijanto, L., Manoma, S., Kusumastuti, S. Y., Hariyanti, D., Pakpahan, A. K., ... & Runtunuwu, P. C. H. (2025). Teknologi Keuangan dan Pertumbuhan Ekonomi. PT. Sonpedia Publishing Indonesia. https://books.google.co.id/books?id=_7aGEQAAQBAJ&lpg=PA1&ots=b80SMaFPsb&dq=Teknologi%20Keuangan%20dan%20Pertumbuhan%20Ekonomi&lr&hl=id&pg=PA1#v=onepage&q=Teknologi%20Keuangan%20dan%20Pertumbuhan%20Ekonomi&f=false
Rachman, Z., Ardi Hidayat, H., Karim, A., Qomusuddin, I. F., Aprilia, M. P., Susilawati, N., & HS, M. H. (2025). Metode Penelitian Sosial Kontemporer. Deepublish. https://books.google.co.id/books?id=SNF-EQAAQBAJ&lpg=PP1&ots=-gKiyPtyNw&dq=METODE%20PENELITIAN%20KUALITATIF%20DAN%20APLIKASI%20DIGITAL%20KONTEMPORER%20SKRIPSI%2C%20TESIS%2C%20DISERTASI&lr&hl=id&pg=PP1#v=onepage&q&f=false
Rahayu, S. K. (2024). Digitalisasi dan UMKM informal: Inklusi keuangan digital untuk pengembangan UMKM di ekonomi informal [Laporan penelitian, Universitas Komputer Indonesia] Repository Universitas Komputer Indonesia. https://repository.unikom.ac.id/70726
Saputro, N., Indra Purnama, M. Y. ., Nugroho, L. I., Toro, M. J. S., Pamungkas, P., Prameswari, A. P., & Trinugroho, I. (2023). LITERASI KEUANGAN DIGITAL UNTUK MENDORONG WIRAUSAHA BERBASIS DIGITAL. MANAJEMEN DEWANTARA, 7(1), 46–51. https://doi.org/10.26460/md.v7i1.13606
Salam, A., & Imilda. (2024). Transformasi Digital UMKM Indonesia di Era Industri 5.0: Studi Kasus di Kota Banda Aceh. Jurnal Manajemen Dan Teknologi, 1(1), 1-10. https://doi.org/10.63447/jmt.v1i1.772
Wulandari, H. A., Astuti, R. P., & Barokah, M. (2025). Peran Teknologi Finansial (Fintech) Dalam Meningkatkan Efisiensi Layanan Keuangan di Indonesia. Menulis: Jurnal Penelitian Nusantara, 1(5), 113-120. https://doi.org/10.59435/menulis.v1i5.240
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