G20 Ülkelerinde Yeniliklerin Finansal Tabana Yayılma Üzerindeki Etkisinin İncelenmesi

Yıl 2025, Cilt: 9 Sayı: 3, 1271 - 1292, 19.09.2025

Hüseyin Duran , Serkan Şahin

https://doi.org/10.30586/pek.1628585

Öz

Bu çalışmanın amacı, G20 ülkelerinde yeniliklerin finansal tabana yayılma üzerindeki etkisinin 2004-2022 dönemi için incelenmesidir. Bu kapsamda finansal tabana yayılmanın göstergesi olarak farklı göstergelerden oluşan bir endeks oluşturularak G20 ülkelerindeki yeniliklerin etkisi incelenmiştir. Çalışmada bağımlı değişkeni oluşturan finansal tabana yayılma, finansal kapsayıcılık endeksi ile ifade edilirken, bağımsız değişkeni oluşturan yenilikler ise patent sayısı ile temsil edilmiştir. Enflasyon, nüfus artışı, internet kullanıcı sayısı ve ekonomik karmaşıklık ise kontrol değişkenleri olarak araştırma modeline eklenmiştir. Finansal tabana yayılmaya etki eden faktörlerin tespit edilebilmesi için oluşturulan model, sabit etkiler modeli ile analiz edilerek en küçük kareler yöntemi ile tahmin edilmiştir. Analiz neticesinde, yeniliklerin finansal tabana yayılmayı artırdığına yönelik bulgulara ulaşılmıştır. Ulaşılan diğer bulgular, enflasyonun, finansal tabana yayılma üzerindeki etkisinin negatif olduğunu göstermiştir. Ayrıca ekonomik karmaşıklık, nüfus artış oranı ve internet kullanıcı sayısındaki artışların G20 ülkelerinde finansal tabana yayılmanın artırılmasında etkili bir politika aracı olduğu belirlenmiştir. Yeniliklerin, finansal kapsayıcılık göstergeleri üzerindeki olumlu etkileri dikkate alınarak G20 ülkelerinde patent sayısının artırılmasına bunun yanı sıra, bilgiye dayalı üretkenlik kapasitesinin geliştirilmesine ve enflasyonun düşürülmesine yönelik politikaların yürütülmesi önerilmektedir.

Anahtar Kelimeler

Finansal Tabana Yayılma , Yenilik , Ekonomik Karmaşıklık , Enflasyon

Examining The Impact of Innovations On Financial Inclusion In G20 Countries

Öz

This study aims to analyze the impact of innovations on financial inclusion in G20 countries for the period 2004-2022. In this context, an index consisting of different indicators is created as an indicator of financial inclusion, and the impact of innovations in G20 countries is analyzed. Financial inclusion, which constitutes the dependent variable in the study, is expressed by the financial inclusion index, while innovations, which constitute the independent variable, are represented by the number of patents. Inflation, population growth, number of internet users, and economic complexity are added to the research model as control variables. The model created to determine the factors affecting financial inclusion was analyzed with the fixed effects model and estimated using the least squares method. The analysis reveals that innovations increase financial inclusion. Other findings show that the effect of inflation on financial inclusion is negative. Moreover, increases in economic complexity, population growth rate, and the number of internet users are found to be effective policy instruments in increasing financial inclusion in G20 countries. Considering the positive effects of innovations on financial inclusion indicators, it is recommended that policies should be implemented to increase the number of patents in G20 countries, as well as to improve knowledge-based productivity capacity and reduce inflation.

Anahtar Kelimeler

Financial Inclusion , Innovation , Economic Complexity , Inflation

Kaynakça

• Abbas, S., Dastgeer, G., Nasreen, S., Kousar, S., Riaz, U., Arsh, S., & Imran, M. (2024). How financial inclusion and green innovation promote green economic growth in developing countries. Sustainability, 16(15), 6430, 1-19. https://doi.org/10.3390/su16156430
• Abel, S., Mutandwa, L., & Le Roux, P. (2018). A review of determinants of financial inclusion. International Journal of Economics and Financial Issues, 8(3), 1-8. https://www.econjournals.com/index.php/ijefi/article/view/5458
• Akçomak, İ.S., & Kalaycı, E. (2016). AR-GE ve yeniliğin ölçümü ve AR-GE ve yenilik anketi verilerinin araştırmada kullanılması. Science and Technology Policies Research Center, TEKPOL Working Paper Series, STPS-WP-16/03. Erişim adresi: https://stps.metu.edu.tr/en/system/files/stps_wp_1603.pdf
• Altıntaş, F. F. (2020). İnovasyonun ekonomik büyümeyi etkilemesine yönelik bir yapısal eşitlik modeli uygulaması: G20 grubu ülkeleri örneği. Business and Management Studies: An International Journal, 8(4), 723-763. https://doi.org/10.15295/bmij.v8i4.1582
• Asif, M., Khan, M. N., Tiwari, S., Wani, S. K., & Alam, F. (2023). The impact of fintech and digital financial services on financial inclusion in India. Journal of Risk and Financial Management, 16(2), 122, 1-12. https://doi.org/10.3390/jrfm16020122
• Aslan, A. G. Ö., & Küçükaksoy, İ. (2006). Finansal gelişme ve ekonomik büyüme ilişkisi: Türkiye ekonomisi üzerine ekonometrik bir uygulama. Istanbul University Econometrics and Statistics e-Journal, (4), 25-38.
• Avom, D., Bangaké, C., & Ndoya, H. (2023). Do financial innovations improve financial inclusion? Evidence from mobile money adoption in Africa. Technological Forecasting and Social Change, 190, 122451. https://doi.org/10.1016/j.techfore.2023.122451
• Azimi, M. N. (2022). New insights into the impact of financial inclusion on economic growth: A global perspective. Plos One, 17(11), 2-25. https://doi.org/10.1371/journal.pone.0277730
• Aziz, A., & Naima, U. (2021). Rethinking digital financial inclusion: Evidence from Bangladesh. Technology in Society, 64, 101509. https://doi.org/10.1016/j.techsoc.2020.101509
• Bagli, S., & Dutta, P. (2012). A study of financial inclusion in India. Radix International Journal of Economics & Business Management, 1(8), 1-18.
• Baltagi, B. H., & Li, Q. (1991). A joint test for serial correlation and random individual effects. Statistics & Probability Letters, 11(3), 277-280. https://doi.org/10.1016/0167-7152(91)90156-L
• Bardakçı, H., & Barut, A. (2023). Ekonomik büyüme ve finansal tabana yayılma ilişkisinin TRC3 bölgesi açısından incelenmesi. Ekonomik ve Sosyal Araştırmalar Dergisi, 19(1), 130-142.
• Basile, R., Giallonardo, L., Girardi, A., & Mantegazzi, D. (2024). Access to credit and economic complexity: Evidence from Italian provinces. Journal of Regional Science, 64(4), 1183-1204. https://doi.org/10.1111/jors.12698
• Bayındır, S. (2007). Yenilik çalışmalarında dış kaynak kullanımı. Karamanoğlu Mehmetbey Üniversitesi Sosyal ve Ekonomik Araştırmalar Dergisi, 2007(3), 241-250.
• Beck, N., & Katz, J. N. (1995). What to do (and not to do) with time-series cross-section data. American Political Science Review, 89(3), 634-647. https://doi.org/10.2307/2082979
• Born, B., & Breitung, J. (2016). Testing for serial correlation in fixed-effects panel data models. Econometric Reviews, 35(7), 1290-1316. https://doi.org/10.1080/07474938.2014.976524
• Breusch, T. S., & Pagan, A. R. (1979). A simple test for heteroscedasticity and random coefficient variation. Econometrica: Journal of The Econometric Society, 1287-1294. https://doi.org/10.2307/1911963
• Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47(1), 239-253.
• Bölük, N. (2017). Araştırma geliştirme harcamalarının ekonomik büyüme üzerine etkisi seçilmiş G-20 ülkeleri için panel veri analizi. Yüksek lisans tezi, Çanakkale Onsekiz Mart Üniversitesi Sosyal Bilimler Enstitüsü.
• Chibba, M. (2009). Financial inclusion, poverty reduction and the millennium development goals. The European Journal of Development Research, 21, 213-230. https://doi.org/10.1057/ejdr.2008.17
• Chikalipah, S. (2017). What determines financial inclusion in Sub-Saharan Africa?. African Journal of Economic and Management Studies, 8(1), 8-18. https://doi.org/10.1108/AJEMS-01-2016-0007
• Danneels, E. (2004). Disruptive technology reconsidered: A critique and research agenda. Journal of Product Innovation Management, 21(4), 246-258. https://doi.org/10.1111/j.0737-6782.2004.00076.x
• De Koker, L., & Jentzsch, N. (2013). Financial inclusion and financial integrity: Aligned incentives?. World Development, 44, 267-280. https://doi.org/10.1016/j.worlddev.2012.11.002
• Demirci, A. E., Uzkurt, C., Işık, N., Aluftekin, N., Göktepe, H., & Akdeve, E. (2012). Yenilik Yönetimi. Anadolu Üniversitesi Yayınları, Yayın, 2602.
• Dünya Bankası (2024). World development indicators. Erişim adresi: https://databank.worldbank.org/source/world-development-indicators
• Elina, S., & Setyadharma, A. (2022). The effect of ınnovation, economic freedom, macroeconomic variables on gdp. Efficient: Indonesian Journal of Development Economics, 5(1), 1520-1533. https://doi.org/10.15294/efficient.v5i1.50287
• Erdoğan, B. Z. (2014). Pazarlama İlkeler ve Yönetim. Ekin Yayınevi.
• Ergin-Ünal, A., & Şahin, S. (2021). E7 ülkelerinde finansal yenilik ve ekonomik büyüme ilişkisi: Bir panel nedensellik analizi. Pamukkale Üniversitesi İşletme Araştırmaları Dergisi, 8(2), 493-511. https://doi.org/10.47097/piar.1004999
• Erlat H. (2015). Panel Data: A Selective Survey, Ankara: Department of Economics Middle East Technical University.
• Ettlie, J. E., & Reza, E. M. (1992). Organizational integration and process innovation. Academy of Management Journal, 35(4), 795-827. https://doi.org/10.2307/256316
• Evans, O. (2018). Connecting the poor: the internet, mobile phones and financial inclusion in Africa. Digital Policy, Regulation and Governance, 20(6), 568-581. https://doi.org/10.1108/DPRG-04-2018-0018
• Gallego-Losada, M. J., Montero-Navarro, A., García-Abajo, E., & Gallego-Losada, R. (2023). Digital financial inclusion. Visualizing the academic literature. Research in International Business and Finance, 64, 101862. https://doi.org/10.1016/j.ribaf.2022.101862
• Girma, S., Gong, Y., & Görg, H. (2008). Foreign direct investment, access to finance, and innovation activity in Chinese enterprises. The World Bank Economic Review, 22(2), 367-382. https://doi.org/10.1093/wber/lhn009
• Gujarati, D. (2003). Basic Econometrics (4. Baskı), McGraw Hill Book Co.
• Gündüz, M., & Parlak, N. (2022). Ekonomik kalkınma, rekabet ve inovasyon ilişkisinin panel veri analizi ile incelenmesi: G20 ülkeleri örneği. Uluslararası Sosyal Bilimler Akademik Araştırmalar Dergisi, 6(2),117-133. https://doi.org/10.58201/utsobilder.976625
• Güz, T., & Poyraz, G. (2023). Dijital finansal kapsayıcılık endeksi: ülkeler arası bir karşılaştırma. Journal of Economic Policy Researches, 10(1), 157-180. https://doi.org/10.26650/JEPR1180972
• G20 (2024). About G20. Erişim adresi: https://www.g20.in/en/about-g20/about-g20.html
• Hage, J. T. (1999). Organizational innovation and organizational change. Annual Review of Sociology, 25(1), 597-622. https://doi.org/10.1146/annurev.soc.25.1.597
• Hair Jr, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2006). Multivariate Data Analysis (6. Baskı). PrenticeHall.
• Han, R., & Melecky, M. (2013). Financial inclusion for financial stability access to bank deposits and the growth of deposits in the global financial crisis. World Bank Policy Research Working Paper, 6577, 1-24. Erişim adresi: https://hdl.handle.net/10986/16010
• Hanusch, H., Chakraborty, L., & Khurana, S. (2017). Fiscal policy, economic growth and innovation: An empirical analysis of G20 countries. Levy Economics Institute, Working Paper, (883). Erişim adresi: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2924801
• Hausman, J. A. (1978). Specification tests in econometrics. Econometrica: Journal of the Econometric Society, 1251-1271. https://doi.org/10.2307/1913827
• Honda, Y. (1985). Testing the error components model with non-normal disturbances. The Review of Economic Studies, 52(4), 681-690. https://doi.org/10.2307/2297739
• Hsu, P. H., Tian, X., & Xu, Y. (2014). Financial development and innovation: Cross-country evidence. Journal of Financial Economics, 112(1), 116-135. https://doi.org/10.1016/j.jfineco.2013.12.002
• Jara-Figueroa, C., Jun, B., Glaeser, E. L., & Hidalgo, C. A. (2018). The role of industry-specific, occupation-specific, and location-specific knowledge in the growth and survival of new firms. Proceedings of the National Academy of Sciences, 115(50), 12646-12653. https://doi.org/10.1073/pnas.1800475115
• Kahn, K. B. (2018). Understanding innovation. Business Horizons, 61(3), 453-460. https://doi.org/10.1016/j.bushor.2018.01.011
• Khan, N., Zafar, M., Okunlola, A. F., Zoltan, Z., & Robert, M. (2022). Effects of financial inclusion on economic growth, poverty, sustainability, and financial efficiency: Evidence from the G20 countries. Journal of Sustainability, 14(19), 12688, 1-19.
• Khera, P., Ogawa, M. S., & Sahay, M. R. (2021). Is digital financial inclusion unlocking growth?. International Monetary Fund Working Paper No. 2021/167. Erişim adresi: https://www.imf.org/en/Publications/WP/Issues/2021/06/11/Is-Digital-Financial-Inclusion-Unlocking-Growth-460738
• Koçak, E. (2018). Finansal gelişme ve yenilik (inovasyon): Türkiye üzerine ampirik bir araştırma. Kapadokya Akademik Bakış, 2(1), 12-28.
• Küçük, Ş. Y., & Zor, İ. (2022). Finansal tabana yayılmanın belirleyicileri: farklı gelir grubundaki ülkeler için bir uygulama. Gümüşhane Üniversitesi Sosyal Bilimler Dergisi, 13(3), 1176-1197.
• Law, S. H., Lee, W. C., & Singh, N. (2018). Revisiting the finance-innovation nexus: Evidence from a non-linear approach. Journal of Innovation & Knowledge, 3(3), 143-153. https://doi.org/10.1016/j.jik.2017.02.001
• Le, T. H., Chuc, A. T., & Taghizadeh-Hesary, F. (2019). Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia. Borsa Istanbul Review, 19(4), 310-322. https://doi.org/10.1016/j.bir.2019.07.002
• 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. https://doi.org/10.1186/s40854-018-0089-x
• Li, Z., Zhu, J., & He, J. (2022). The effects of digital financial inclusion on innovation and entrepreneurship: A network perspective. Electronic Research Archive, 30(12). https://doi.org/10.3934/era.2022238
• Liu, Y., Luan, L., Wu, W., Zhang, Z., & Hsu, Y. (2021). Can digital financial inclusion promote China's economic growth?. International Review of Financial Analysis, 78, 101889. https://doi.org/10.1016/j.irfa.2021.101889
• Magnani, M. (2022). Making the Global Economy Work for Everyone. Innovation: engine of economic growth (and employment) (s.1-16). Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-030-92084-5_1
• Mbutor, M. O., & Uba, I. A. (2013). The impact of financial inclusion on monetary policy in Nigeria. Journal of Economics and International Finance, 5(8), 318-326. https://doi.org/10.5897/JEIF2013.0541
• Naimoğlu, M., Şahin, S., & Özbek, S. (2025). Governance, Corruption, Trade Openness, and Innovation: Key Drivers of Green Growth and Sustainable Development in Türkiye. Sustainable Development. https://doi.org/10.1002/sd.3346
• Naumenkova, S., Mishchenko, S., & Dorofeiev, D. (2019). Digital financial inclusion: Evidence from Ukraine. Investment Management & Financial Innovations, 16(3), 194. http://dx.doi.org/10.21511/imfi.16(3).2019.18
• Neaime, S., & Gaysset, I. (2018). Financial inclusion and stability in MENA: Evidence from poverty and inequality. Finance Research Letters, 24, 230-237. https://doi.org/10.1016/j.frl.2017.09.007
• Oğuztürk, B. S., & Özbay, F. (2018). Güdümlü ekonomiler kapsamında G20 ülkeleri. Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD), 10(19), 549-571. https://doi.org/10.20990/kilisiibfakademik.408868
• Omar, M. A., & Inaba, K. (2020). Does financial inclusion reduce poverty and income inequality in developing countries? A panel data analysis. Journal of Economic Structures, 9(1), 37, 1-25. https://doi.org/10.1186/s40008-020-00214-4
• Öz-Yalaman, G. (2019). Financial inclusion and tax revenue. Central Bank Review, 19(3), 107-113. https://doi.org/10.1016/j.cbrev.2019.08.004
• Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. IZA Discussion Paper No. 1240, 1-42. https://docs.iza.org/dp1240.pdf
• Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross‐section dependence. Journal of Applied Econometrics, 22(2), 265-312. https://doi.org/10.1002/jae.951
• Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50-93. https://doi.org/10.1016/j.jeconom.2007.05.010
• Pradhan, R. P., Arvin, M. B., Bahmani, S., & Bennett, S. E. (2017). The innovation-growth link in OECD countries: Could other macroeconomic variables matter?. Technology in Society, 51, 113-123. https://doi.org/10.1016/j.techsoc.2017.08.003
• Qamruzzaman, M., & Wei, J. (2019). Financial innovation and financial inclusion nexus in South Asian countries: Evidence from symmetric and asymmetric panel investigation. International Journal of Financial Studies, 7(4), 61, 1-27. https://doi.org/10.3390/ijfs7040061
• Qasim, S. (2022). Financial inclusion, inflation and the policy rate. Journal of Research in Economics and Finance Management, 1(1), 1-11. https://doi.org/10.56596/jrefm.v1i1.8
• Rasheed, B., Law, S. H., Chin, L., & Habibullah, M. S. (2016). The role of financial inclusion in financial development: International evidence. Abasyn University Journal of Social Sciences, 9(2), 330-348.
• Ratnawati, K. (2020). The impact of financial inclusion on economic growth, poverty, income inequality, and financial stability in Asia. The Journal of Asian Finance, Economics and Business, 7(10), 73-85. https://doi.org/10.13106/jafeb.2020.vol7.no10.073
• Ren, K., Wang, Y., & Liu, L. (2023). Impact of traditional and digital financial inclusion on enterprise innovation: Evidence from China. Sage Open, 13(1), 21582440221148097. https://doi.org/10.1177/21582440221148097
• Rojas-Suarez, L. (2010). Access to financial services in emerging powers: Facts, obstacles and recommendations. Obstacles and Recommendations. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2559807
• Saab, G. (2017). Financial inclusion and growth. The Business & Management Review, 8(4), 434-441.
• Senyo, P. K., & Osabutey, E. L. (2020). Unearthing antecedents to financial inclusion through FinTech innovations. Technovation, 98, 102155, 1-14. https://doi.org/10.1016/j.technovation.2020.102155
• Sun, J., & Zhang, J. (2024). Digital financial inclusion and innovation of MSMEs. Sustainability, 16(4), 1404. https://doi.org/10.3390/su16041404
• Şenses, F. & Taymaz, E. (2002). Ulusal yenilik sistemi-Türkiye imalât sanayiinde teknolojik değişim ve yenilik süreçleri (National Innovation System: Technological Change and Innovation Process in Turkish Manufacturing Industry), ODTÜ Gelişme Dergisi, 29(2), 385-391. http://www2.feas.metu.edu.tr/metusd/ojs/index.php/metusd/article/view/18/18
• Tarı, R. (2010). Ekonometri (6. Baskı). Umuttepe Yayınları.
• Tay, L. Y., Tai, H. T., & Tan, G. S. (2022). Digital financial inclusion: A gateway to sustainable development. Heliyon, 8(6). https://doi.org/10.1016/j.heliyon.2022.e09766
• The Atlas of Economic Complexity (2024). www.atlas.cid.harvard.edu
• Thompson, M. (2018). Social capital, innovation and economic growth. Journal of Behavioral and Experimental Economics, 73, 46-52. https://doi.org/10.1016/j.socec.2018.01.005
• Tokmakçıoğlu, K. (2017). Mikrokredinin yaygınlaştırılmasına yönelik islami mikrofinans ürünlerinin geliştirilmesi. İslam Ekonomisi ve Finansı Dergisi (İEFD), 3(2), 117-136.
• Topaloğlu, E. E. (2018). Bankalarda finansal kırılganlığı etkileyen faktörlerin panel veri analizi ile belirlenmesi. Eskişehir Osmangazi Üniversitesi İktisadi ve İdari Bilimler Dergisi, 13(1), 15-38. https://doi.org/10.17153/oguiibf.344856
• Uddin, A., Chowdhury, M. A. F., & Islam, M. N. (2017). Determinants of financial inclusion in Bangladesh: Dynamic GMM & quantile regression approach. The Journal of Developing Areas, 51(2), 221-237. https://www.jstor.org/stable/26415735
• Uzkurt, C. (2017). Yenilik (İnovasyon) Yönetimi ve Yenilikçi Örgüt Kültürü. Beta Yayınevi.
• Van, L. T. H., Vo, A. T., Nguyen, N. T., & Vo, D. H. (2021). Financial inclusion and economic growth: An international evidence. Emerging Markets Finance and Trade, 57(1), 239-263. https://doi.org/10.1080/1540496X.2019.1697672
• Vu, N. H., Hoang, T. B., Thi Le, B. N., & Nguyen, T. V. (2025). Effects of non-technological innovation on technological innovation of small-and medium-sized enterprises: The role of the local business environment. Journal of General Management, 50(2), 93-111. https://doi.org/10.1177/03063070221135099
• Yawe, B., & Prabhu, J. (2015). Innovation and financial inclusion: A review of the literature. Journal of Payments Strategy and Systems, 9(3), 215-228. https://doi.org/10.69554/SXTJ4645
• Yerdelen-Tatoğlu, F. (2018a). Panel Veri Ekonometrisi. Stata uygulamalı (4. Baskı). Beta Yayıncılık.
• Yerdelen-Tatoğlu, F. (2018b). İleri Panel Veri Analizi. Stata uygulamalı (3. Baskı). Beta Yayıncılık.
• Yetiz, F., & Ünal, A. E. (2018). Finansal yeniliklerin gelişimi ve Türk bankacılık sektörüne etkileri. Kastamonu Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 20(4), 117-135. https://doi.org/iibfdkastamonu.457118
• Yıldırım, F. (2019). Finansal tabana yayılma: Değişkenlerin tespiti ve değişkenler arası ilişki analizi. Yüksek lisans tezi, Gümüşhane Üniversitesi Sosyal Bilimler Enstitüsü.
• Zerenler, M., Türker, N., & Şahin, E. (2007). Küresel teknoloji, araştırma-geliştirme AR-GE ve yenilik ilişkisi. Selçuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, (17), 653-667.
• Zhang, P., Wang, Y., Wang, R., & Wang, T. (2024). Digital finance and corporate innovation: Evidence from China. Applied Economics, 56(5), 615-638. https://doi.org/10.1080/00036846.2023.2169242
• Zhu, X., Asimakopoulos, S., & Kim, J. (2020). Financial development and innovation-led growth: Is too much finance better?. Journal of International Money and Finance, 100, 102083, 1-24. https://doi.org/10.1016/j.jimonfin.2019.102083
• Zins, A., & Weill, L. (2016). The determinants of financial inclusion in Africa. Review of Development Finance, 6(1), 46-57. https://doi.org/10.1016/j.rdf.2016.05.001