Araştırma Makalesi

DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA

Cilt: 12 Sayı: 2 31 Ekim 2026
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DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA

Öz

This study examines the demographic determinants of digital financial inclusion (DFI) in Turkey by using the individual micro-data (N=1,000) of the World Bank Global Findex in 2025 and a Partial Proportional Odds Model (gologit2). DFI has been operationalized as a four-level ordinal index ranging from no account ownership (Level 0) to digital merchant payment usage (Level 3) and so an ordered logit baseline has been estimated; nevertheless, the proportional odds assumption has been rejected (chi-squared(12)=112.97, p<0.001), by motivating gologit2 auto-fit. Compiled results reveal a two-layer structure of financial inclusion and the factor of income is no longer a significant predictor (p=0.660) at the account access layer and women exhibit higher DFI probabilities than men when structural controls are applied (beta=+0.817***), consistent with a fin-tech democratization dynamic. All of the deep digital usage layers, income (beta=+0.897***) and education (beta=+2.027***) emerge as increasingly powerful determinants. Employment status is the strongest predictor across all levels (marginal effect: +39.4 percentage points for full digital inclusion), followed by education (+32.8 pp). Policy implications call for a shift from account-opening metrics toward active digital usage, together with targeted interventions for low-income and less-educated groups.

Anahtar Kelimeler

Kaynakça

  1. Allen, F., Demirguc-Kunt, A., Klapper, L., & Peria, M. S. M. (2016). The foundations of financial inclusion: Understanding ownership and use of formal accounts. Journal of Financial Intermediation, 27, 1–30. https://doi.org/10.1016/j.jfi.2015.12.003
  2. Beck, T., Demirguc-Kunt, A., & Peria, M. S. M. (2007). Reaching out: Access to and use of banking services across countries. Journal of Financial Economics, 85(1), 234–266. https://doi.org/10.1016/j.jfineco.2006.07.002
  3. Canatan, B., Akboz Caner, A., & Özbilge, G. (2024). Dynamics of digital financial inclusion in Türkiye. Istanbul Business Research, 53(2), 185–200. https://doi.org/10.26650/ibr.2024.53.1232448
  4. Demirguc-Kunt, A., & Klapper, L. (2013). Measuring financial inclusion: Explaining variation in use of financial services across and within countries. Brookings Papers on Economic Activity, 2013(1), 279–340. https://doi.org/10.1353/eca.2013.0002
  5. Demirguc-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2018). The Global Findex Database 2017: Measuring financial inclusion and the fintech revolution. World Bank Group. https://doi.org/10.1596/978-1-4648-1259-0
  6. Demirguc-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 Group. https://doi.org/10.1596/978-1-4648-1897-4
  7. Demirguc-Kunt, A., Klapper, L., Singer, D., & Ansar, S. (2025). The Global Findex Database 2025. World Bank Group.
  8. Jack, W., & Suri, T. (2011). Mobile money: The economics of M-Pesa (NBER Working Paper No. 16721). National Bureau of Economic Research. https://doi.org/10.3386/w16721

Ayrıntılar

Birincil Dil

İngilizce

Konular

Finans

Bölüm

Araştırma Makalesi

Yazarlar

Osman Altay
Türkiye

Yayımlanma Tarihi

31 Ekim 2026

Gönderilme Tarihi

22 Temmuz 2026

Kabul Tarihi

17 Eylül 2026

Yayımlandığı Sayı

Yıl 2026 Cilt: 12 Sayı: 2

Kaynak Göster

APA
Altay, O. (2026). DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA. International Journal of Commerce and Finance, 12(2), 73-89. https://izlik.org/JA98FD44SN
AMA
1.Altay O. DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA. UTFD. 2026;12(2):73-89. https://izlik.org/JA98FD44SN
Chicago
Altay, Osman. 2026. “DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA”. International Journal of Commerce and Finance 12 (2): 73-89. https://izlik.org/JA98FD44SN.
EndNote
Altay O (01 Ekim 2026) DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA. International Journal of Commerce and Finance 12 2 73–89.
IEEE
[1]O. Altay, “DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA”, UTFD, c. 12, sy 2, ss. 73–89, Eki. 2026, [çevrimiçi]. Erişim adresi: https://izlik.org/JA98FD44SN
ISNAD
Altay, Osman. “DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA”. International Journal of Commerce and Finance 12/2 (01 Ekim 2026): 73-89. https://izlik.org/JA98FD44SN.
JAMA
1.Altay O. DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA. UTFD. 2026;12:73–89.
MLA
Altay, Osman. “DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA”. International Journal of Commerce and Finance, c. 12, sy 2, Ekim 2026, ss. 73-89, https://izlik.org/JA98FD44SN.
Vancouver
1.Osman Altay. DETERMINANTS OF DIGITAL FINANCIAL INCLUSION IN TURKEY: EVIDENCE FROM WORLD BANK FINDEX 2025 MICRO-DATA. UTFD [Internet]. 01 Ekim 2026;12(2):73-89. Erişim adresi: https://izlik.org/JA98FD44SN