Analyzing the Digitalization Prospects in the Financial Sector of MSMEs and Their Readiness Based on the MSME’s Characteristics and the Educational Attainment of Owners

Öz

This study investigates the influence of individual and organizational characteristics on the adoption of financial technology among Indonesian micro, small, and medium enterprises (MSMEs). Despite the growing availability of financial technology, Bank Indonesia reports that only 30-40% of MSMEs use formal financial services. This highlights a gap between the availability of technology and its actual use among MSMEs. This research examines MSMEs’ use of technology and investigates the impact of educational attainment and specific features, particularly size, on their preparedness to adopt it. Using PLS-SEM with SmartPLS4, this study analyses how the owner’s education level and the MSME’s size influence the MSME’s readiness to adopt financial technology. The findings indicate that marketing and customer payments are the primary areas of technology use, while adoption in accounting and financial recordkeeping remains limited. Simultaneously, optimism and innovation are adversely affected by firm characteristics; specifically, larger firm sizes correlate with greater pessimism and a greater reluctance among MSMEs to adopt technology in the financial sector. Moreover, insecurity is significantly correlated with business characteristics, indicating that larger MSMEs experience heightened uncertainty about technology adoption in the financial sector. This outcome signifies that the shift to digital financialization is a big, and challenging for them.

Anahtar Kelimeler

• MSME
• Digitalization
• Technology
• Readiness Index

Kaynakça

1. Adomako, S., Ahsan, M., Amankwah-Amoah, J., Danso, A., Kesse, K., & Frimpong, K. (2021). Corruption and SME growth: the roles of institutional networking and financial slack. Journal of Institutional Economics, 17(4), 607-624. google scholar
2. Astuti, N. C., & Nasution, R. A. (2014). Technology readiness and e-commerce adoption among entrepreneurs of SMEs in Bandung City, Indonesia. Gadjah Mada International Journal of Business, 16(1), 69-88. google scholar
3. Ayyagari, M., Demirgüç-Kunt, A., & Maksimovic, V. (2017). SME finance. Available at SSRN 3070705. google scholar
4. Bank Indonesia. (2015). Profil Bisnis Usaha Mikro, Kecil Dan Menengah (UMKM). In Bank Indonesia dan LPPI. google scholar
5. Bruhn, M., Tan, S. W., & Tran, T. (2025, May 20). Challenges with digital technology adoption by SMEs: A case study from Vietnam. https://Blogs.Worldbank.Org/En/Allaboutfinance/Challenges-with-Digital-Technology-Adoption-by-Smes--a-Case-Stud. google scholar
6. Das, S., Kundu, A., & Bhattacharya, A. (2020). Technology adaptation and survival of SMEs: A longitudinal study of developing countries. Technology Innovation Management Review, 10(6). google scholar
7. Dyerson, R., & Spinelli, R. (2013). Balancing growth: a conceptual framework for evaluating ICT readiness in SMEs. In Transdisciplinary Marketing Concepts and Emergent Methods for Virtual Environments (pp. 128-142). IGI Global Scientific Publishing. google scholar
8. Fernandes, C., Borges, M. R., & Caiado, J. (2021). The contribution of digital financial services to financial inclusion in Mozambique: an ARDL model approach. Applied Economics, 53(3), 400-409. google scholar

9. Gbemisola, O., & Adetola, A. A. (2022). Exploring the benefits of technology adoption on business performance among unregistered SMEs: Insights from Nigeria. Asian Journal of Economics, Business and Accounting, 22(21), 182-188. google scholar
10. Ghazali, A. W., Suffian, M. T. M., Sanusi, Z. M., & Alsudairi, F. S. (2018). Managerial opportunism: Monitoring financial risk of Malaysian shariah-compliant companies. Global Journal Al-Thaqafah, 99-115. google scholar
11. Ghozali, I. (2021). Partial Least Square Konsep, Teknik, dan Aplikasi Menggunakan Program SMART PLS untuk Penelitian Empiris (3rd ed., Vol. 1). Badan Penerbit Universitas Diponegoro. google scholar
12. Gumbi, L., & Twinomurinzi, H. (2020, April). SMME readiness for smart manufacturing (4IR) adoption: A systematic review. In Conference on e-Business, e-Services and e-Society (pp. 41-54). Cham: Springer International Publishing. google scholar
13. Gunawan, Y. H., Sutarti, S., Suffian, M. T. M., & Zolkaflil, S. (2025). Examination of corporate governance on the sustainability reporting in mining industry: The relevance of board commissioners and audit committee. Journal of Nusantara Studies (JONUS), 10(2), 655-677. google scholar
14. Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European business review, 31(1), 2-24. google scholar
15. F. Hair Jr, J., Sarstedt, M., Hopkins, L., & G. Kuppelwieser, V. (2014). Partial least squares structural equation modeling (PLS-SEM) an emerging tool in business research. European Business Review, 26(2), 106-121. google scholar
16. He, W., & Baker, H. K. (2007). Small business financing: survey evidence in West Texas. The Journal of Entrepreneurial Finance, 12(1), 27–54. google scholar
17. Idris, A., Mohd Sanusi, Z., & Mohd Suffian, M. T. (2015, July). The influence of monitoring mechanisms and opportunistic behaviors toward earnings management. In A new paradigm for international business: Proceedings of the conference on free trade agreements and regional integration in East Asia (pp. 247-269). Singapore: Springer Singapore. google scholar
18. Indonesia Survey Center. (2019). LAPORAN SURVEI Internet APJII. google scholar
19. Irwansyah, M. R., Yuniarta, G. A., & Suwena, K. R. (2024, May). Financial Performance of MSMEs: Effects of Financial Inclusion, E-Commerce Use, Education, and Product Innovation. In Proceedings of the International Conference on Economic Management, Accounting and Tourism (ICEMAT 2023) (pp. 97-109). Springer Nature. google scholar
20. Kamarudin, K. A., Mohamad Ariff, A., Azmi, N. A., & Mohd Suffian, M. T. (2025). Nonlinear effects of board size and board independence on corporate sustainability performance: international evidence. Corporate Governance: The International Journal of Business in Society, 25(4), 860-883. google scholar
21. Kamble, S., Gunasekaran, A., & Arha, H. (2019). Understanding the Blockchain technology adoption in supply chains-Indian context. International journal of production research, 57(7), 2009-2033. google scholar
22. Baker, H. K., Kumar, S., & Rao, P. (2020). Financing preferences and practices of Indian SMEs. Global finance journal, 43, 100388. google scholar
23. Lenka, S. K., & Barik, R. (2018). Has expansion of mobile phone and internet use spurred financial inclusion in the SAARC countries? Financial Innovation, 4(1), 1-19. google scholar
24. Muhtasom, A., Ahmad, A., & Rahman, K. Y. (2020, October). Starred Hotels Organizational Change: Facing the Transformation of Hospitality Industry. In Brawijaya International Conference on Multidisciplinary Sciences and Technology (BICMST 2020) (pp. 222-225). Atlantis Press. google scholar
25. Muriithi, S. (2017). African Small and Medium Enterprises (SMEs) Contributions, Challenges and Solutions. Id Publications. www.idpublications.org. google scholar
26. Noe, R., Hollenbeck, J., Gerhart, B., & Wright, P. (2006). Human resources management: Gaining a competitive advantage, tenth global edition. New York, NY, USA: McGraw-Hill Education. google scholar
27. Nugroho, M. A., Susilo, A. Z., Fajar, M. A., & Rahmawati, D. (2017). Exploratory study of SMEs technology adoption readiness factors. Procedia Computer Science, 124, 329-336. google scholar
28. OJK. (2017). Strategi Nasional Literasi Keuangan Indonesia (Revisit 2017). Otoritas Jasa Keuangan, 1–99. google scholar
29. Parasuraman, A. (2000). Technology Readiness Index (TRI) a multiple-item scale to measure readiness to embrace new technologies. Journal of service research, 2(4), 307-320. google scholar
30. Peraturan Pemerintah Republik Indonesia No. 7 Tahun 2021 (2021). google scholar
31. 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. google scholar
32. Rahman, N. A., Yaacob, Z., & Radzi, R. M. (2016). The Challenges Among Malaysian SME: A Theoretical Perspective. World Journal of Social Sciences, 6(3), 124–132. google scholar
33. Rusli, N. M. B. R., Samah, R. S., & Kamaruddin, R. K. (2023). Technology readiness index of paddy farmers in MADA, KADA, and IADA BLS, Malaysia. Journal of Economics and Sustainability, 5(1), 27-42. google scholar
34. Salazar-Kovaleff, M., & Mauricio, D. (2024). Ten years of SME E-Commerce performance factors and metrics, 2011-2021. Journal of Electronic Commerce in Organizations (JECO), 22(1), 1-27. google scholar
35. Saleh, N. I., Ijab, M. T., & Hashim, N. (2022, December). A review on industrial revolution 4.0 (ir4. 0) readiness among industry players. In International Conference on Computer, Information Technology and Intelligent Computing (CITIC 2022) (pp. 216-231). Atlantis Press. google scholar
36. Salifu, A. T., Tofik-Abu, Z., Rahman, M. A., & Sualihu, M. A. (2018). Determinants of loan repayment performance of small and medium enterprises (SMEs) in Ghana: The case of Asante Akyem Rural Bank. Journal of African Business, 19(2), 279-296. google scholar
37. Sandberg, K. W., Wahlberg, O., & Pan, Y. (2009, July). Acceptance of e-invoicing in SMEs. In International Conference on Engineering Psychology and Cognitive Ergonomics (pp. 289-296). Berlin, Heidelberg: Springer Berlin Heidelberg. google scholar
38. Sekaran, U., & Bougie, R. (2016). Research methods for business: A skill-building approach. John Wiley & Sons. google scholar
39. Suffian, M. T. M., Sanusi, Z. M., Osman, A. H., & Azhari, M. I. M. (2015). Manipulation of earnings: The pressure of opportunistic behavior and monitoring mechanisms in Malaysian Shariah-compliant companies. Procedia Economics and Finance, 31, 213-227. google scholar
40. Taherdoost, H. (2022). What are different research approaches? Comprehensive review of qualitative, quantitative, and mixed method research, their applications, types, and limitations. Journal of management science & engineering research, 5(1), 53-63. google scholar
41. Trinh, Q. D., Tran, Q. T., Dai Le, S., & Nguyen, T. P. D. (2024). Local corruption and SME investment. Finance Research Letters, 65, 105639. google scholar
42. Wang, Y. (2016). What are the biggest obstacles to growth of SMEs in developing countries? –An empirical evidence from an enterprise survey. Borsa Istanbul Review, 16(3), 167-176. google scholar