Tạp chí đã xuất bản
2004
ISSN
ISSN 2615-9813
ISSN (số cũ) 1859-3682

Số 229 | Tháng 4/2025

Đo lường tài chính toàn diện kỹ thuật số tại các quốc gia có thu nhập trung bình thấp

Nguyễn Thi Mỹ Điểm, Nguyễn Ngọc Thạch

Tóm tắt:

Bài viết này nhằm mục tiêu đo lường chỉ số tài chính toàn diện kỹ thuật số (DFI) tại các quốc gia có thu nhập trung bình thấp (LMICs) trong giai đoạn 2014–2023, bằng cách tiếp cận đa chiều có trọng số dựa trên phương pháp phân tích thành phần chính (PCA) hai giai đoạn. Nghiên cứu sử dụng bộ dữ liệu sẵn có của Quỹ Tiền tệ Quốc tế (IMF), Ngân hàng Thế giới (WB) và Liên minh Viễn thông Quốc tế (ITU). Kết quả cho thấy, mức độ DFI của các quốc gia có xu hướng tăng dần qua các năm, nhưng vẫn còn ở mức thấp, đồng thời chỉ số DFI giữa những quốc gia có sự khác biệt. Khía cạnh tiếp cận và sử dụng dịch vụ tài chính (DVTC) đều có vai trò quan trọng trong việc xác định DFI ở các quốc gia LMICs.

 

Tài liệu tham khảo:

  1. Abdi, H., & Williams, L. J. (2010). Principal component analysis. Wiley Interdisciplinary Reviews: Computational Statistics, 2(4), 433–459. https://doi.org/https://doi.org/10.1002/wics.101
  2. Agrawal, G., & Jain, P. (2019). Digital Financial Inclusion in India (Issue May, pp. 195–203). https://doi.org/10.4018/978-1-5225-7399-9.ch011
  3. Ahamed, M. M., & Mallick, S. K. (2019). Is financial inclusion good for bank stability? International evidence. Journal of Economic Behavior and Organization, 157, 403–427. https://doi.org/10.1016/j.jebo.2017.07.027
  4. Ahmad, M., Majeed, A., Khan, M. A., Sohaib, M., & Shehzad, K. (2021). Digital financial inclusion and economic growth: provincial data analysis of China. China Economic Journal, 14(3), 291–310. https://doi.org/10.1080/17538963.2021.1882064
  5. Amidžic, G., Massara, M. A., & Mialou, A. (2014). Assessing countries’ financial inclusion standing-A new composite index. International Monetary Fund.
  6. Avom, D., Bangaké, C., & Ndoya, H. (2021). Measuring financial inclusion in African countries. In Economics Bulletin (Vol. 41, Issue 3).
  7. Banik, B., & Roy, C. K. (2023). Measuring fintech-driven financial inclusion for developing countries: Comprehensive Digital Financial Inclusion Index (CDFII). Economic Journal of Emerging Markets, 143–159. https://doi.org/10.20885/ejem.vol15.iss2.art3
  8. Banna, H., & Alam, M. R. (2021a). Does Digital Financial Inclusion Matter for Bank Risk-Taking? Evidence From the Dual-Banking System. In Journal of Islamic Monetary Economics and Finance (Vol. 7, Issue 2, pp. 401–430). https://doi.org/10.21098/jimf.v7i2.1320
  9. Banna, H., & Alam, M. R. (2021b). Impact of digital financial inclusion on ASEAN banking stability: implications for the post-Covid-19 era. Studies in Economics and Finance, 38(2), 504–523. https://doi.org/10.1108/SEF-09-2020-0388
  10. Banna, H., & Alam, R. (2021c). Is Digital Financial Inclusion Good for Bank Stability and Sustainable Economic. Harnessing Digitalization for Sustainable Economic Development: Insights for Asia, 1242.
  11. Barik, R., & Lenka, S. K. (2023). Does financial inclusion control corruption in upper-middle and lower-middle income countries? Asia-Pacific Journal of Regional Science, 7(1), 69–92. https://doi.org/10.1007/s41685-022-00269-0
  12. Cámara, N., & Tuesta, D. (2014). Measuring financial inclusion: A muldimensional index. BBVA Research Paper, 14/26. http://dx.doi.org/10.2139/ssrn.2634616
  13. Chinoda, T., & Kapingura, F. M. (2023). The Impact of Digital Financial Inclusion and Bank Competition on Bank Stability in Sub-Saharan Africa. In Economies (Vol. 11, Issue 1). https://doi.org/10.3390/economies11010015.
  14. Claessens, S. (2006). Universal Access to Financial Services: A Review of the Issues and Public Policy Objectives. https://doi.org/10.1093/wbro/lkl004.
  15. Connelly, L. M. (2011). Cronbach’s alpha. Medsurg Nursing, 20(1), 45–47.
  16. Daodu, L., & Bhaumik, A. (2023). Finance Digitization in Low-and Lower-Middle-Income Countries: An Empirical Investigation and Prediction of Future Outcomes. Preprints 2023, 2023120142. https://doi.org/https://doi.org/10.20944/preprints202312.0142.v1.
  17. Demirgüç-Kunt, A., Klapper, L. F., Singer, D., & Van Oudheusden, P. (2015). The global findex database 2014: Measuring financial inclusion around the world. World Bank Policy Research Working Paper, (7255). https://doi.org/10.1596/978-1-4648-1259-0.
  18. 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. In The Global Findex Database (p. 131). https://doi.org/https://doi.org/10.1596/978-1-4648-1897-4.
  19. Demirguc-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2018). The Global Findex Database 2017: Measuring Financial Inclusion and the Fintech Revolution. In The Global Findex Database 2017: Measuring Financial Inclusion and the Fintech Revolution. World Bank Publications. https://doi.org/10.1596/978-1-4648-1259-0.
  20. Duvendack, M., & Mader, P. (2020). Impact of financial inclusion in low‐and middle‐income countries: A systematic review of reviews. Journal of Economic Surveys, 34(3), 594–629. https://doi.org/10.1111/joes.12367.
  21. Ejaz, M., & Hasan, R. (2023). Measuring Financial Inclusion Index for Developing Countries. Pakistan Journal of Humanities and Social Sciences, 11(3), 3838–3852. https://doi.org/10.52131/pjhss.2023.1103.0717.
  22. Friedline, T., Naraharisetti, S., & Weaver, A. (2020). Digital Redlining: Poor Rural Communities’ Access to Fintech and Implications for Financial Inclusion. Journal of Poverty, 24(5–6), 517–541. https://doi.org/10.1080/10875549.2019.1695162.
  23. Ghosh, S. (2021). How important is trust in driving financial inclusion? Journal of Behavioral and Experimental Finance, 30, 100510. https://doi.org/10.1016/j.jbef.2021.100510.
  24. Goel, S., & Sharma, R. (2017). Developing a Financial Inclusion Index for India. Procedia Computer Science, 122, 949–956. https://doi.org/10.1016/j.procs.2017.11.459.
  25. Goh, Y. X., Mah, S. H., & Yunne Chay, Y. Y. (2023). Mobile Money Agent Network: Key Towards Digital Financial Inclusion (pp. 288–322). UTAR. https://doi.org/10.2991/978-2-494069-99-2_24.
  26. Ismael, D. M., & Ali, S. S. (2021). Measuring Digital and Traditional Financial Inclusion in Egypt: A New Index. International Journal of Applied Research in Management and Economics, 4(2), 13–34. https://doi.org/10.33422/ijarme.v4i2.629.
  27. Jain, P., Sharma, B. K., Jain, R., Pandey, A. K., & Khare, S. (2022). Mobile banking adoption for digital financial inclusion. 2022 7th International Conference on Business and Industrial Research (ICBIR), 254–258. https://doi.org/10.1109/ICBIR54589.2022.9786477.
  28. Jollife, I. T., & Cadima, J. (2016). Principal component analysis: A review and recent developments. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 374(2065), 20150202. https://doi.org/10.1098/rsta.2015.0202.
  29. Kaiser, H. F. (1960). The application of electronic computers to factor analysis. Educational and Psychological Measurement, 20(1), 141–151. https://doi.org/10.1177/001316446002000.
  30. Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39(1), 31–36. https://doi.org/10.1007/BF02291575.
  31. Khera, P., Ng, S. Y., Ogawa, S., & Sahay, R. (2021). Measuring Digital Financial Inclusion in Emerging and Developing Economies: A New Index. IMF Working Papers, 2021(090). http://dx.doi.org/10.5089/9781513578033.001.
  32. Klapper, L., Singer, D., & Ansar, S. (2022). The Little Data Book on Financial Inclusion 2022 Volume 4 (English), World Bank Group. United States of America. Retrieved from https://coilink.org/20.500.12592/zx329z on March 24, 2025. COI: 20.500.12592/zx329z.
  33. Linghui, Y., Ming, K. L. Y., Malan, I. N. B. B., Yi, S., Soon, L. P., & Leong, L. W. (2024). Financial Inclusion, Digital Financial Inclusion and Air Quality: Evidence from Asian Countries. International Journal of Energy Economics and Policy, 14(3), 407–410. https://doi.org/10.32479/ijeep.15939.
  34. Manyika, J., Lund, S., Bughin, J., Woetzel, J., Stamenov, K., & Dhringra, D. (2016). Digital Globalization : The New Era of Global Flows. McKinsey Global Institute, March, 134. https://www.mckinsey.de/sites/mck_files/files/mgi_digital_globalization.pdf.
  35. Myovella, G., Karacuka, M., & Haucap, J. (2020). Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies. Telecommunications Policy, 44(2), 101856. https://doi.org/10.1016/j.telpol.2019.101856.
  36. Naumenkova, S., Mishchenko, S., & Dorofeiev, D. (2019). Digital financial inclusion: Evidence from Ukraine. Investment Management and Financial Innovations, 16(3), 194–205. https://doi.org/10.21511/imfi.16(3).2019.18.
  37. UNDP (2011), Human Development Report 2011, United Nations Development Programme.
  38. Ong, H. B., Wasiuzzaman, S., Chong, L. L., & Choon, S. W. (2023). Digitalisation and financial inclusion of lower middle-income ASEAN. Heliyon, 9(2). https://doi.org/10.1016/j.heliyon.2023.e13347.
  39. Ozili, P. K. (2018). Impact of digital finance on financial inclusion and stability. Borsa Istanbul Review, 18(4), 329–340. https://doi.org/10.1016/j.bir.2017.12.003.
  40. Ozili, P. K. (2020). Theories of Financial Inclusion. Uncertainty and Challenges in Contemporary Economic Behaviour, 89–115. https://doi.org/10.1108/978-1-80043-095-220201008.
  41. Ozili, P. K. (2024). Digital agency theory of financial inclusion: a theory of digital financial inclusion. In Developing Digital Inclusion Through Globalization and Digitalization (pp. 53–69). IGI Global. https://doi.org/ 10.4018/979-8-3693-4111-7.ch004.
  42. Park, C.-Y., & Mercado, R. J. (2015). Financial Inclusion, Poverty, and Income Inequality in Developing Asia. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2558936.
  43. Pham, M. H., & Doan, T. P. L. (2020). The impact of financial inclusion on financial stability in Asian countries. The Journal of Asian Finance, Economics and Business (JAFEB), 7(6), 47–59. https://doi.org/10.13106/jafeb.2020.vol7.no6.047.
  44. Pick, J., & Sarkar, A. (2016). Theories of the digital divide: Critical comparison. Proceedings of the Annual Hawaii International Conference on System Sciences, 2016-March, 3888–3897. https://doi.org/10.1109/HICSS.2016.484.
  45. Pratap, R. (2008). Index of Financial Inclusion : An Alternative Approach. In Anvesha (Vol. 6, Issue 4). Working paper.
  46. Ren, K., Wang, Y., & Liu, L. (2023). Impact of traditional and digital financial inclusion on enterprise innovation: Evidence from China. Sage Open, 13(1), 21582440221148096. https://doi.org/10.1177/2158244022114809.
  47. Sadiq, M. N., & Ali, N. (2024). Digital financial inclusion and environmental sustainability nexus: Evidence from South Asian economies. Pakistan Journal of Commerce and Social Sciences (PJCSS), 18(1), 134–156.
  48. Sahay, R., Allmen, Ulric Eriksson von Lahreche, A., Khera, P., Ogawa, S., Bazarbash, M., & Beaton, K. (2020). The Promise of Fintech; Financial Inclusion in the Post COVID-19 Era. In IMF Departmental Papers / Policy Papers from International Monetary Fund (Issue 20, p. 83).
  49. Sahay, R., Cihak, M., N’Diaye, P., Barajas, A., Mitra, S., Kyobe, A., Mooi, Y., & Yousefi, R. (2015). Financial Inclusion: Can it Meet Multiple Macroeconomic Goals? In Staff Discussion Notes (Vol. 15, Issue 17). International Monetary Fund. https://doi.org/10.5089/9781513585154.006.
  50. Sarma, M. (2012). Index of Financial Inclusion – A measure of financial sector inclusiveness Mandira Sarma July 2012. In Working Paper (Vol. 1, Issue 07). Hochschule fuer Technik und Wirtschaft, Berlin.
  51. Sarma, M., & Pais, J. (2011). Financial inclusion and development. In Journal of International Development (Vol. 23, Issue 5, pp. 613–628). https://doi.org/10.1002/jid.1698.
  52. Sarma, S. (2015). Meaningful financial inclusion. Journal of Rural Development, 115–120.
  53. Sethy, S. K. (2023). Measuring Financial Inclusion and Its Purpose: A Cross-Country Impact Assessment. Asian Economics Letters, 5(Early View), 1–4. https://doi.org/10.46557/001c.70299.
  54. Sethy, S. K., Mir, T. A., Gopinathan, R., & Joshi, D. P. P. (2023). Exploring the socio-economic attributes of financial inclusion in India: a decomposition analysis. International Journal of Social Economics, 50(7), 941–955. https://doi.org/10.1108/IJSE-08-2021-0451.
  55. Shen, Y., Hu, W., & Hueng, C. J. (2021). Digital Financial Inclusion and Economic Growth: A Cross-country Study. Procedia Computer Science, 187, 218–223. https://doi.org/10.1016/j.procs.2021.04.054.
  56. Shlens, J. (2014). A Tutorial on Principal Component Analysis. ArXiv Preprint ArXiv:1404.1100. https://doi.org/10.48550/arXiv.1404.1100.
  57. Telukdarie, A., & Mungar, A. (2023). The Impact of Digital Financial Technology on Accelerating Financial Inclusion in Developing Economies. Procedia Computer Science, 217(2022), 670–678. https://doi.org/10.1016/j.procs.2022.12.263.
  58. Timothy Lyman, K. L. (2015). What is Digital Financial Inclusion and Why Does it Matter? https://www.cgap.org/blog/what-is-digital-financial-inclusion-and-why-does-it-matter.
  59. UNSGSA. (2017). UNSGSA (United Nations Secretary‐General’s Special Advocate for Inclusive Finance for Development) Annual Report 2017.
  60. Wang, X., & Fu, Y. (2022). Digital financial inclusion and vulnerability to poverty: evidence from Chinese rural households. China Agricultural Economic Review, 14(1), 64–83. https://doi.org/10.1108/CAER-08-2020-0189.
  61. Williams, H. T. (2017). Role of financial inclusion in economic growth and poverty reduction in a developing economy.
  62. World Bank. (2022). Financial Inclusion. https://www.worldbank.org/en/topic/financialinclusion/overview.


Measuring Digital Financial Inclusion in Lower Middle Income Countries

Abstract:

This study aims to measure the Digital Financial Inclusion (DFI) Index in lower-middle-income countries (LMICs) during the period 2014–2023 using a weighted multidimensional approach based on a two-stage Principal Component Analysis (PCA) method. The research utilizes publicly available datasets from the International Monetary Fund (IMF), the World Bank (WB), and the International Telecommunication Union (ITU). The findings indicate that the level of DFI in these countries has shown a gradual upward trend over the years but remains relatively low. Moreover, there are significant disparities in DFI levels across countries, with both the access and usage dimensions of financial services playing a crucial role in determining DFI in lower-middle-income countries.

 

DOI: https://doi.org/10.63065/ajeb.vn.2025.229.112416

Liên hệ
  • Cơ quan chủ quản: Trường Đại học Ngân hàng Thành phố Hồ Chí Minh

    Cơ quan xuất bản: Tạp chí Kinh tế và Ngân hàng châu Á

  • Địa chỉ Tòa soạn: 36 Tôn Thất Đạm, Phường Sài Gòn, TP. Hồ Chí Minh, Việt Nam
  • Điện thoại: 028.38210238|Email: ajeb.vn@hub.edu.vn
  • Giấy phép hoạt động Tạp chí in và Tạp chí điện tử: 83/GP- BTTTT ngày 26/02/2025 in tại Công ty TNHH Sản Xuất – Xuất Nhập Khẩu Hoàng Quân
Thể lệ tạp chí
Thống kê
  • 1.391 lượt truy cập
  • 13 người trực tuyến
  • 224 Tạp chí đã được phát hành
  • 998 Bài viết được phát hành