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EVALUATING THE EFFICIENCY OF COUNTRIES' DIGITALIZATION IN TERMS OF FINANCIAL INCLUSION BY USING DEA

Yıl 2024, Cilt: 25 Sayı: 2, 415 - 442, 30.06.2024
https://doi.org/10.53443/anadoluibfd.1297762

Öz

The aim of the study is to evaluate the efficiency of countries in digitalization in terms of financial inclusion, in other words, their success in digitalization. Within the scope of the study, 117 countries were grouped as high, upper-middle, lower middle and low income and subjected to Data Envelopment Analysis. In the study conducted for the year 2021, four input variables related to the utilization and access of digital financial services were identified, along with ten corresponding output variables. Efficient countries were determined in the study based on the constant and variable return scale model for output. Digital efficiency has been identified in financial inclusion was detected in 25 countries based on variable returns and 18 countries based on constant returns in high-income countries. In upper-middle-income countries, digital efficiency in financial inclusion was identified in 12 countries based on variable returns and 9 countries based on constant returns. 16 countries in the lower middle and low income categories demonstrated digital efficiency in financial inclusion using variable returns, while 9 countries detected digital efficiency using constant returns. In the study, the comprehensive analysis of the success of digitalization in financial inclusion at the level of countries divided into income groups by using data envelopment analysis reveals the originality of the study.

Kaynakça

  • Al-Smadi, M. O. (2022). Examining the relationship between digital finance and financial inclusion: evidence from MENA countries. Borsa Istanbul Review, 23(2), 464-472.
  • Aziz, A., & Naima, U. (2021). Rethinking digital financial inclusion: Evidence from Bangladesh. Technology in Society, 64,1-10.
  • Bansal, S. (2014). Perspective of technology in achieving financial inclusion in rural India, Procedia Economics and Finance, 11, 472 – 480.
  • Chen, Y., Gong, X., Chu, C. C., & Cao, Y. (2018). Access to the internet and access to finance: theory and evidence. Sustainability, 10, 1-38.
  • Coffie, C. P. K., Zhao, H., & Mensah, I. A. (2020). Panel econometric analysis on mobile payment transactions and traditional banks effort toward financial accessibility in Sub-Sahara Africa. Sustainability, 12(3),2-20.
  • Demirci, A. (2018). Teori ve uygulamalarla veri zarflama analizi (1. Baskı). Ankara: Gazi Kitabevi
  • Demirgüç-Kunt, A., Klapper, L., Singer, D.& Ansar, S. (2021). The Global Findex Database 2021: Financial Inclusion, Digital Payments, and Resilience in the Age of COVID-19. The World Bank web site: https://www.worldbank.org/en/publication/globalfindex
  • Durai, T., & Stella, G. (2019). Digital finance and its impact on financial inclusion. Journal of Emerging Technologies and Innovative Research, 6(1), 122-127.
  • Evans, O. (2015). The effects of economic and financial development on financial inclusion in Africa. Review of Economic and Development Studies, 1(1), 17-25.
  • Evans, O. (2018). Connecting the poor: the internet, mobile phones and financial inclusion in Africa. Digital Policy, Regulation and Governance, 20(6),568-581.
  • Fanta, A. B., & Makine, D. (2019). The relationship between technology and financial inclusion: Cross-sectional evidence. A. B. Fanta (Ed), Extending financial inclusion in Africa inside (pp. 211-230). South Africa: Academic Press.
  • Gosavi, A. (2018). Can mobile money help firms mitigate the problem of access to finance in Eastern Sub-Saharan Africa? Journal Of African Business, 19(3), 343-360.
  • İşbilen Yücel, L. (2017). Veri zarflama analizi, frontier analyst ve windeap ile portföy etkinlik ölçümü örneği ve çeşitli uygulamalar (1 Baskı). İstanbul: Der Yayınları.
  • Khera, P., Ng, S., Ogawa, S.& Sahay, N. (2021). Measuring digital financial inclusion in emerging market and developing economies: A new index. (IMF Working Papers WP/21/90). Retrieved from https://www.imf.org/-/media/Files/Publications/WP/2021/English/wpiea2021090-print-pdf.ashx
  • Klein,M. and Mayer,C.(2011). Mobile banking and financial inclusion the regulatory lessons (Frankfurt School - Working Paper Series No. 166). Retrieved from https://www.econstor.eu/bitstream/10419/48654/1/664524133.pdf
  • Koh, F., Phoon, K. F., & Ha, C. D. (2018). Digital financial inclusion in South East Asia. D. L. K., Chuen (Ed), Handbook of blockchain, digital finance, and inclusion, volume 2 inside (pp. 387-403), Singapore: Academic Press.
  • Korynski, P., & Pytkowska, J. (2016). Measuring financial inclusion in the EU: Financial inclusion score approach (Warsaw Microfinance Centre Working Paper). Retrieved from https://mfc.org.pl/wp-content/uploads/2016/09/Measuring-Financial-Inclusion-in-the-EU-research-paper.pdf
  • Kouladoum, J. C., Wirajing M. A. K., & Nchofoung, T. N. (2022). Digital technologies and financial inclusion in Sub-Saharan Africa. Telecommunications Policy, 46,1-15.
  • Lenka, S. K. (2021). Relationship between financial inclusion and financial development in India: Is there any link? Journal of Public Affairs, 22, 1-10.
  • Lenka, S. K., & Barik, R. (2018). Has expansion of mobile phone and internet use spurred financial inclusion in the SAARC countries? Financial Innovation, 4(5),1-19.
  • Nyanhete, A. (2017). The role of international mobile remittances in promoting financial inclusion and development. European Journal of Sustainable Development, 6(2), 256-266.
  • Okursoy, A., & Tezsürücü, D. (2014). Veri zarflama analizi ile göreli etkinliklerin karşılaştırılması: Türkiye’deki illerin kültürel göstergelerine ilişkin bir uygulama. Yönetim ve Ekonomi Dergisi, 21(2), 1-18.
  • Ouma, S. A., Odongo, T. M., & Were, M. (2017). Mobile financial services and financial inclusion: Is it a boon for savings mobilization? Review of Development Finance, 7, 29–35.
  • Ozili, P. K. (2018). Impact of digital finance on financial inclusion and stability. Borsa Istanbul Review, 18(4), 329 -340.
  • Pazarbasioglu, C., Mora, A. C., Uttamchandani, M., Natarajan, H., Feyen, E., & Saa M. (2020). Digital financial services. (World Bank Group) Retrieved from https://pubdocs.worldbank.org/en/230281588169110691/Digital-Financial Services.pdf.
  • Petrikova, T., & Kocisova, K. (2024). Digital payments as an indicator of financial inclusion in Euro Area countries. Economics and Management, 27(2), 162-182.
  • Rasheed, B., Law, S. H., Chin, L., & Habibullah, M. S. (2016). The role of financial inclusion in financial development: International evidence. Abasyn Journal of Social Sciences, 9(2), 330-348.
  • Singh, A. S., Venkataramani, B., & Ambarkhane, D. (2014). Role of mobile banking in financial inclusion. Ssrn Electronic Journal.
  • Yartey, C. A. (2008). Financial development, the structure of capital markets,and the global digital divide. Information Economics and Policy, 20, 208–227.
  • World Bank. (t.y.). World bank country and lending groups. Retrieved from https://datahelpdesk.worldbank.org/knowledgebase/articles/906519-world-bank-country-and lending-groups
  • World Bank. (2023, 13 Sep). Financial inclusion. Retrieved from https://www.worldbank.org/en/topic/financialinclusion/overview#:~:text=Financial%20inclusion%20means%20that%20individuals,a%20responsible%20and%20sustainable%20way

ÜLKELERİN FİNANSAL KAPSAYICILIK AÇISINDAN DİJİTALLEŞMEDEKİ ETKİNLİKLERİNİN VZA İLE DEĞERLENDİRİLMESİ

Yıl 2024, Cilt: 25 Sayı: 2, 415 - 442, 30.06.2024
https://doi.org/10.53443/anadoluibfd.1297762

Öz

Çalışmanın amacı, ülkelerin finansal kapsayıcılık açısından dijitalleşmedeki etkinliklerinin diğer bir ifadeyle dijitalleşmedeki başarılarının değerlendirilmesidir. Çalışma kapsamında 117 ülke yüksek, üst-orta, düşük ve düşük-orta gelirli olmak üzere gruplandırılarak Veri Zarflama Analizi’ne tabi tutulmuştur. 2021 yılı için yapılan çalışmada, ilgili ülkelerde dijital finansal hizmetlerin erişimi ve kullanımı kapsamında 4 girdi ve 10 çıktı değişkeni belirlenmiştir. Çıktıya yönelik sabit ve değişken getiri modeline dayalı olarak yapılan çalışmada etkin ülkeler belirlenmiştir. Yüksek gelir grubunda yer alan ülkelerde değişken getiriye göre 25, sabit getiriye göre 18 ülkede finansal kapsayıcılıkta dijital etkinlik tespit edilmiştir. Üst-orta gelirli ülkelerde değişken getiriye göre 12, sabit getiriye göre 9; düşük ve düşük-orta gelirli ülkelerde değişken getiriye göre 16, sabit getiriye göre 9 ülkede finansal kapsayıcılık açısından dijitalleşme sürecinde etkinlik saptanmıştır. Çalışmada, gelir gruplarına ayrılmış olan ülkeler düzeyinde finansal kapsayıcılıkta dijitalleşme başarısının veri zarflama analizi ile kapsamlı olarak ele alınması çalışmanın özgün tarafını ortaya koymaktadır.

Kaynakça

  • Al-Smadi, M. O. (2022). Examining the relationship between digital finance and financial inclusion: evidence from MENA countries. Borsa Istanbul Review, 23(2), 464-472.
  • Aziz, A., & Naima, U. (2021). Rethinking digital financial inclusion: Evidence from Bangladesh. Technology in Society, 64,1-10.
  • Bansal, S. (2014). Perspective of technology in achieving financial inclusion in rural India, Procedia Economics and Finance, 11, 472 – 480.
  • Chen, Y., Gong, X., Chu, C. C., & Cao, Y. (2018). Access to the internet and access to finance: theory and evidence. Sustainability, 10, 1-38.
  • Coffie, C. P. K., Zhao, H., & Mensah, I. A. (2020). Panel econometric analysis on mobile payment transactions and traditional banks effort toward financial accessibility in Sub-Sahara Africa. Sustainability, 12(3),2-20.
  • Demirci, A. (2018). Teori ve uygulamalarla veri zarflama analizi (1. Baskı). Ankara: Gazi Kitabevi
  • Demirgüç-Kunt, A., Klapper, L., Singer, D.& Ansar, S. (2021). The Global Findex Database 2021: Financial Inclusion, Digital Payments, and Resilience in the Age of COVID-19. The World Bank web site: https://www.worldbank.org/en/publication/globalfindex
  • Durai, T., & Stella, G. (2019). Digital finance and its impact on financial inclusion. Journal of Emerging Technologies and Innovative Research, 6(1), 122-127.
  • Evans, O. (2015). The effects of economic and financial development on financial inclusion in Africa. Review of Economic and Development Studies, 1(1), 17-25.
  • Evans, O. (2018). Connecting the poor: the internet, mobile phones and financial inclusion in Africa. Digital Policy, Regulation and Governance, 20(6),568-581.
  • Fanta, A. B., & Makine, D. (2019). The relationship between technology and financial inclusion: Cross-sectional evidence. A. B. Fanta (Ed), Extending financial inclusion in Africa inside (pp. 211-230). South Africa: Academic Press.
  • Gosavi, A. (2018). Can mobile money help firms mitigate the problem of access to finance in Eastern Sub-Saharan Africa? Journal Of African Business, 19(3), 343-360.
  • İşbilen Yücel, L. (2017). Veri zarflama analizi, frontier analyst ve windeap ile portföy etkinlik ölçümü örneği ve çeşitli uygulamalar (1 Baskı). İstanbul: Der Yayınları.
  • Khera, P., Ng, S., Ogawa, S.& Sahay, N. (2021). Measuring digital financial inclusion in emerging market and developing economies: A new index. (IMF Working Papers WP/21/90). Retrieved from https://www.imf.org/-/media/Files/Publications/WP/2021/English/wpiea2021090-print-pdf.ashx
  • Klein,M. and Mayer,C.(2011). Mobile banking and financial inclusion the regulatory lessons (Frankfurt School - Working Paper Series No. 166). Retrieved from https://www.econstor.eu/bitstream/10419/48654/1/664524133.pdf
  • Koh, F., Phoon, K. F., & Ha, C. D. (2018). Digital financial inclusion in South East Asia. D. L. K., Chuen (Ed), Handbook of blockchain, digital finance, and inclusion, volume 2 inside (pp. 387-403), Singapore: Academic Press.
  • Korynski, P., & Pytkowska, J. (2016). Measuring financial inclusion in the EU: Financial inclusion score approach (Warsaw Microfinance Centre Working Paper). Retrieved from https://mfc.org.pl/wp-content/uploads/2016/09/Measuring-Financial-Inclusion-in-the-EU-research-paper.pdf
  • Kouladoum, J. C., Wirajing M. A. K., & Nchofoung, T. N. (2022). Digital technologies and financial inclusion in Sub-Saharan Africa. Telecommunications Policy, 46,1-15.
  • Lenka, S. K. (2021). Relationship between financial inclusion and financial development in India: Is there any link? Journal of Public Affairs, 22, 1-10.
  • Lenka, S. K., & Barik, R. (2018). Has expansion of mobile phone and internet use spurred financial inclusion in the SAARC countries? Financial Innovation, 4(5),1-19.
  • Nyanhete, A. (2017). The role of international mobile remittances in promoting financial inclusion and development. European Journal of Sustainable Development, 6(2), 256-266.
  • Okursoy, A., & Tezsürücü, D. (2014). Veri zarflama analizi ile göreli etkinliklerin karşılaştırılması: Türkiye’deki illerin kültürel göstergelerine ilişkin bir uygulama. Yönetim ve Ekonomi Dergisi, 21(2), 1-18.
  • Ouma, S. A., Odongo, T. M., & Were, M. (2017). Mobile financial services and financial inclusion: Is it a boon for savings mobilization? Review of Development Finance, 7, 29–35.
  • Ozili, P. K. (2018). Impact of digital finance on financial inclusion and stability. Borsa Istanbul Review, 18(4), 329 -340.
  • Pazarbasioglu, C., Mora, A. C., Uttamchandani, M., Natarajan, H., Feyen, E., & Saa M. (2020). Digital financial services. (World Bank Group) Retrieved from https://pubdocs.worldbank.org/en/230281588169110691/Digital-Financial Services.pdf.
  • Petrikova, T., & Kocisova, K. (2024). Digital payments as an indicator of financial inclusion in Euro Area countries. Economics and Management, 27(2), 162-182.
  • Rasheed, B., Law, S. H., Chin, L., & Habibullah, M. S. (2016). The role of financial inclusion in financial development: International evidence. Abasyn Journal of Social Sciences, 9(2), 330-348.
  • Singh, A. S., Venkataramani, B., & Ambarkhane, D. (2014). Role of mobile banking in financial inclusion. Ssrn Electronic Journal.
  • Yartey, C. A. (2008). Financial development, the structure of capital markets,and the global digital divide. Information Economics and Policy, 20, 208–227.
  • World Bank. (t.y.). World bank country and lending groups. Retrieved from https://datahelpdesk.worldbank.org/knowledgebase/articles/906519-world-bank-country-and lending-groups
  • World Bank. (2023, 13 Sep). Financial inclusion. Retrieved from https://www.worldbank.org/en/topic/financialinclusion/overview#:~:text=Financial%20inclusion%20means%20that%20individuals,a%20responsible%20and%20sustainable%20way
Toplam 31 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Finans
Bölüm Araştırma Makalesi
Yazarlar

Hilal Ok Ergün 0000-0002-1454-3677

Yayımlanma Tarihi 30 Haziran 2024
Gönderilme Tarihi 16 Mayıs 2023
Yayımlandığı Sayı Yıl 2024 Cilt: 25 Sayı: 2

Kaynak Göster

APA Ok Ergün, H. (2024). EVALUATING THE EFFICIENCY OF COUNTRIES’ DIGITALIZATION IN TERMS OF FINANCIAL INCLUSION BY USING DEA. Anadolu Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi, 25(2), 415-442. https://doi.org/10.53443/anadoluibfd.1297762

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