Main Article Content
Abstract
Purpose — This study examines the effects of financial inclusion and institutional quality on bank stability. It first examines the effects of banking on the whole Asian region and then the region according to income categories.
Method — We use aggregate data from 2013 to 2021 to investigate banking stability in 39 Asian countries and apply the generalized method of Moments (GMM), specifically the first difference GMM and system GMM. In addition, this research uses Principal Component Analysis (PCA) to measure the composite variables of the financial inclusion index and institutional quality index.
Findings — The findings demonstrate that overall financial inclusion has a favourable effect on Asian nations' banking systems. However, an examination based on income categories reveals some intriguing results: financial inclusion improves bank stability in lower- and upper-middle-income countries but does not affect high-income countries. In lower-middle-income countries, institutional quality has a detrimental effect on bank stability; in upper-middle-income and high-income countries, it has no effect.
Implications — The availability of financial services to households and small and medium-sized enterprises (SMEs) significantly impacts the stability of Asian banks. Several policy recommendations are feasible to implement, including the need for collaboration between banks and the government to broaden banking services to all communities, particularly in lower-middle-income nations.
Originality — Analyzing the differences in the impact of institutional quality and financial inclusion variables on banking stability in Asian countries according to income categories.
Keywords
Article Details
Copyright (c) 2025 Rindang Nuri Isnaini Nugrohowati, Jannahar Saddam Ash Shidiqie

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
Economic Journal of Emerging Markets by Center for Economic Studies, Universitas Islam Indonesia is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
References
- Abor, J. Y., Amidu, M., & Issahaku, H. (2018). Mobile Telephony, Financial Inclusion and Inclusive Growth. Journal of African Business, 19(3), 430–453. https://doi.org/10.1080/15228916.2017.1419332
- 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
- Alabi, A. W., & Olaoye, F. O. (2022). The Effect of Technology Adoption on Financial Inclusion: A Cross-country Panel Analysis between China and Nigeria. European Journal of Business and Management Research, 7(2), 1–11. https://doi.org/10.24018/ejbmr.2022.7.2.1314
- Allen, F., Demirguc-Kunt, A., Klapper, L., & Martinez Peria, M. S. (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
- Antwi, F., & Kong, Y. (2023). Investigating the impacts of digital finance technology on financial stability of the banking sector: New insights from developing market economies. Cogent Business and Management, 10(3). https://doi.org/10.1080/23311975.2023.2284738
- Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277. https://doi.org/10.2307/2297968
- Asongu, S. A., & Nnanna, J. (2019). Foreign Aid, Instability, and Governance in Africa. Politics and Policy, 47(4), 807–848. https://doi.org/10.1111/polp.12320
- Athanasoglou, P. P., Brissimis, S. N., & Delis, M. D. (2008). Bank-specific, industry-specific and macroeconomic determinants of bank profitability. Journal of International Financial Markets, Institutions and Money, 18(2), 121–136. https://doi.org/10.1016/j.intfin.2006.07.001
- Banda, T. D., & Kumarasamy, M. (2020). Application of multivariate statistical analysis in the development of a surrogate water quality index (WQI) for South African watersheds. Water (Switzerland), 12(6). https://doi.org/10.3390/W12061584
- Bermpei, T., Kalyvas, A., & Nguyen, T. C. (2018a). Does institutional quality condition the effect of bank regulations and supervision on bank stability? Evidence from emerging and developing economies. International Review of Financial Analysis, 59, 255–275. https://doi.org/10.1016/j.irfa.2018.06.002
- Blundell, R., & Bond, S. (1998). Reprint of: Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 234, 38–55. https://doi.org/10.1016/j.jeconom.2023.03.001
- Boachie, R., Aawaar, G., & Domeher, D. (2023). Relationship between financial inclusion, banking stability and economic growth: a dynamic panel approach. Journal of Economic and Administrative Sciences, 39(3), 655–670. https://doi.org/10.1108/jeas-05-2021-0084
- Bourke, P. (1989). Concentration and other determinants of bank profitability in Europe, North America and Australia. Journal of Banking & Finance, 13(1) 65–79. https://doi.org/10.1016/0378-4266(89)90020-4
- Brunnermeier, M. K. (2009). Deciphering the Liquidity and Credit Crunch 2007–2008 Banking Industry Trends Leading Up to the Liquidity Squeeze. Journal of Economic Perspectives, 23(1), 77–100. https://doi.org/ 10.1257/jep.23.1.77
- Buchak, G., Matvos, G., Piskorski, T., & Seru, A. (2018). Fintech, regulatory arbitrage, and the rise of shadow banks. Journal of Financial Economics, 130(3), 453–483. https://doi.org/10.1016/j.jfineco.2018.03.011
- Canh, N. P., Schinckus, C., Su, T. D., & Chong, F. H. L. (2021). Institutional quality and risk in the banking system. Journal of Economics, Finance and Administrative Science, 26(51), 22–40. https://doi.org/10.1108/JEFAS-01-2020-0012
- Čihák, M., Demirgüç-Kunt, A., Pería, M. S. M., & Mohseni-Cheraghlou, A. (2013). Bank Regulation and Supervision Around the World: A Crisis Update. SSRN Electronic Journal, December 2012. https://doi.org/10.2139/ssrn.2196659
- Claessens, S., Frost, J., Turner, G., & Zhu, F. (2018). Fintech credit markets around the world: size, drivers. BIS Quarterly Review, 1(September), 29–49. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3288096
- Claessens, S., & Perotti, E. (2007). Finance and inequality: Channels and evidence. Journal of Comparative Economics, 35(4), 748–773. https://doi.org/10.1016/j.jce.2007.07.002
- Cull, R., Demirgüç-Kunt, A., & Lyman, T. (2012). Financial Inclusion and Stability : What Does Research Show? CGAP Brief, 71395(2008), 1–3. https://www.cgap.org/sites/default/files/CGAP-Brief-Financial-Inclusion-and-Stability-What-Does-Research-Show-May-2012.pdf
- D J Bartholomew. (2010). Principal Components Analysis. International Encyclopedia of Education, 3, 374–377. https://doi.org/10.1016/B978-0-08-044894-7.01358-0
- Damrah, S., Elian, M. I., Atyeh, M., Shawtari, F. A., & Bani-Mustafa, A. (2023). A Linear Mixed Model Approach for Determining the Effect of Financial Inclusion on Bank Stability: Comparative Empirical Evidence for Islamic and Conventional Banks in Kuwait. Mathematics, 11(7). https://doi.org/10.3390/math11071698
- 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.World Bank Group. https://doi.org/10.1596/978-1-4648-1897-4
- Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2020). The Global Findex Database 2017: Measuring Financial Inclusion and Opportunities to Expand Access to and Use of Financial Services. World Bank Economic Review, 34(2018), S2–S8. https://doi.org/10.1093/wber/lhz013
- Dray, S., & Josse, J. (2015). Principal component analysis with missing values: a comparative survey of methods. Plant Ecology, 216(5), 657–667. https://doi.org/10.1007/s11258-014-0406-z
- Drehmann, M., Borio, C. E. V., Gambacorta, L., Jiménez, G., & Trucharte, C. (2012). Countercyclical Capital Buffers: Exploring Options. SSRN Electronic Journal, 317. https://doi.org/10.2139/ssrn.1648946
- Dupas, P., Green, S., Keats, A., Robinson, J., & Working. (2019). 2: Challenges in Banking the Rural Poor: Evidence from Kenya's Western Province. National Bureau of Economic Research, 3, 63–102. https://doi.org/ 10.3386/w17851
- Dupas, P., & Robinson, J. (2013). Savings constraints and microenterprise development: Evidence from a field experiment in kenya. American Economic Journal: Applied Economics, 5(1), 163–192. https://doi.org/10.1257/app.5.1.163
- Elgharib, W. A. (2024). Financial inclusion, financial development and financial stability in MENA. Review of Accounting and Finance. 23(4). https://doi.org/10.1108/RAF-05-2023-0146
- Farzana, A., Samsudin, S., & Hasan, J. (2024). Drivers of economic growth: a dynamic short panel data analysis using system GMM. Discover Sustainability, 5(1). https://doi.org/10.1007/s43621-024-00612-9
- Fazio, D. M., Silva, T. C., Tabak, B. M., & Cajueiro, D. O. (2018). Inflation targeting and financial stability: Does the quality of institutions matter? Economic Modelling, 71, 1–15. https://doi.org/10.1016/j.econmod.2017.09.011
- Feghali, K., Mora, N., & Nassif, P. (2021). Financial inclusion, bank market structure, and financial stability: International evidence. Quarterly Review of Economics and Finance, 80, 236–257. https://doi.org/10.1016/j.qref.2021.01.007
- Financial Technology Board. (2017). Financial Stability Implications from Fintech: Supervisory and Regulatory Issues that Merit Authorities’ Attention. Financial Stability Board, June, 1–61. https://www.fsb.org/uploads/R270617.pdf
- Gazdar, K., & Cherif, M. (2015). Institutions and the finance-growth nexus: Empirical evidence from MENA countries. Borsa Istanbul Review, 15(3), 137–160. https://doi.org/10.1016/j.bir.2015.06.001
- Ha, D., & Nguyen, Y. (2023). Institutional quality’s influence on financial inclusion’ impact on bank stability. Cogent Economics and Finance, 11(1). https://doi.org/10.1080/23322039.2023.2190212
- 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 Development Report, 6577(August 2013), 2–24. https://documents1.worldbank.org/curated/en/850681468325448388/pdf/WPS6577.pdf
- Hannig, A., & Jansen, S. (2011). Financial inclusion and financial stability: Current policy issues. In Financial Market Regulation and Reforms in Emerging Markets (Issue 259). https://doi.org/10.2139/ssrn.1729122
- Harris, M. N., M´ty´s, L., & Sevestre, P. (2008). Dynamic Models for Short Panels. In Advanced Studies in Theoretical and Applied Econometrics. 46. https://doi.org/10.1007/978-3-540-75892-1_8
- Hayakawa, K. (2019). Alternative over-identifying restriction test in the GMM estimation of panel data models. Econometrics and Statistics, 10, 71–95. https://doi.org/10.1016/j.ecosta.2018.06.002
- Ho, K. C., Ma, J. Z., Yang, L., & Shi, L. (2019). Do anticorruption efforts affect banking system stability? Journal of International Trade and Economic Development, 28(3), 277–298. https://doi.org/10.1080/09638199.2018.1522661
- Hoinaru, R., Buda, D., Borlea, S. N., Văidean, V. L., & Achim, M. V. (2020). The impact of corruption and shadow economy on the economic and sustainable development. Do they “sand the wheels” or “grease the wheels”? Sustainability (Switzerland), 12(2). https://doi.org/10.3390/su12020481
- Hua, X., Bi, J., & Shi, H. (2023). The appropriate level of financial inclusion: The perspective of financial stability. China Economic Quarterly International, 3(3), 167–178. https://doi.org/10.1016/j.ceqi.2023.08.001
- Jia, M., Srinivasan, R., Ries, R. J., Bharathy, G., & Weyer, N. (2021). Investigating the impact of actual and modeled occupant behavior information input to building performance simulation. Buildings, 11(1), 1–22. https://doi.org/10.3390/buildings11010032
- Jiang, T., & Nie, H. (2014). The stained China miracle: Corruption, regulation, and firm performance. Economics Letters, 123(3), 366–369. https://doi.org/10.1016/j.econlet.2014.03.026
- Jima, M. D., & Makoni, P. L. (2023). Financial Inclusion and Economic Growth in Sub-Saharan Africa—A Panel ARDL and Granger Non-Causality Approach. Journal of Risk and Financial Management, 16(6). https://doi.org/10.3390/jrfm16060299
- Jungo, J., Madaleno, M., & Botelho, A. (2022). The Effect of Financial Inclusion and Competitiveness on Financial Stability: Why Financial Regulation Matters in Developing Countries? Journal of Risk and Financial Management, 15(3). https://doi.org/10.3390/jrfm15030122
- Kawai, M., & Prasad, E. S. (2011). Financial market regulation and reforms in emerging markets. Asian Development Bank Institute and the Brookings Institution, 5233, 1–423. https://www.adb.org/publications/financial-market-regulation-and-reforms-emerging-markets
- Khan, H. H., Khan, S., & Ghafoor, A. (2023). Fintech adoption, the regulatory environment and bank stability: An empirical investigation from GCC economies. Borsa Istanbul Review, 23(6), 1263–1281. https://doi.org/10.1016/j.bir.2023.10.010
- Khan, S. H. R. (2011). Financial inclusion and financial stability : are they two sides of the same coin ? Indian Bankers Association & Indian Overseas Bank, Chennai, November, 1–12. https://www.bis.org/review/r111229f.pdf
- Knowles, S., & Owen, P. D. (1995). Health capital and cross-country variation in income per capita in the Mankiw-Romer-Weil model. Economics Letters, 48(1), 99–106. https://doi.org/10.1016/0165-1765(94)00577-O
- Kumar, V., Thrikawala, S., & Acharya, S. (2021). Financial inclusion and bank profitability: Evidence from a developed market. Global Finance Journal, January, 100609. https://doi.org/10.1016/j.gfj.2021.100609
- Laeven, L., & Valencia, F. (2013). Systemic banking crises database. IMF Economic Review, 61(2), 225–270. https://doi.org/10.1057/imfer.2013.12
- Law, S. H. (2009). Trade openness, capital flows and financial development in developing economies. International Economic Journal, 23(3), 409–426. https://doi.org/10.1080/10168730903268398
- Law, S. H., & Azman-Saini, W. N. W. (2012). Institutional quality, governance, and financial development. Economics of Governance, 13(3), 217–236. https://doi.org/10.1007/s10101-012-0112-z
- 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
- Levine, B. R., & Renelt, D. (2016). American Economic Association A Sensitivity Analysis of Cross-Country Growth Regressions Author ( s ): Ross Levine and David Renelt Source : The American Economic Review , 82(4). The American Economic Review, 82(4), 942–963. https://www.jstor.org/stable/2117352
- Malik, A. H., Md Isa, A. H. bin, Jais, M. bin, Ur Rehman, A., & Ali Khan, M. (2022). Financial stability of Asian Nations: Governance quality and financial inclusion. Borsa Istanbul Review, 22(2), 377–387. https://doi.org/10.1016/j.bir.2021.05.005
- Mankiw, N. G., Romer, D., & N.Weil, D. (1992). A contribution to the empirics of reservation wages. American Economic Journal: Economic Policy, 8(1), 407–437. https://doi.org/10.1257/pol.20140211
- Mehrotra, A., & Yetman, J. (2015). Financial inclusion – issues for central banks. BIS, Quarterly Review, March, 83–96. https://www.bis.org/publ/qtrpdf/r_qt1503h.pdf
- Merton, R. C., & Thakor, R. T. (2019). Customers and investors: A framework for understanding the evolution of financial institutions. Journal of Financial Intermediation, 39, 4–18. https://doi.org/10.1016/j.jfi.2018.06.002
- Morgan, P. J., & Pontines, V. (2018). Financial Stability and Financial Inclusion: the Case of Sme Lending. Singapore Economic Review, 63(1), 111–124. https://doi.org/10.1142/S0217590818410035
- Murinde, V., Rizopoulos, E., & Zachariadis, M. (2022). The impact of the FinTech revolution on the future of banking: Opportunities and risks. International Review of Financial Analysis, 81(3), 102103. https://doi.org/10.1016/j.irfa.2022.102103
- Nguyen, C. P., Su, T. D., & Nguyen, T. V. H. (2018). Institutional Quality and Economic Growth: The Case of Emerging Economies. Theoretical Economics Letters, 08(11), 1943–1956. https://doi.org/10.4236/tel.2018.811127
- Okui, R. (2009). The optimal choice of moments in dynamic panel data models. Journal of Econometrics, 151(1), 1–16. https://doi.org/10.1016/j.jeconom.2009.04.002
- 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
- Perry, P. (1992). Do banks gain or lose from inflation? Evidence from inflation surprises. Journal of Retail Banking, 14(2), 25–40. https://ww.aeaweb.org
- Saha, M., & Dutta, K. D. (2020). Nexus of financial inclusion, competition, concentration and financial stability: Cross-country empirical evidence. Competitiveness Review, 31(4), 669–692. https://doi.org/10.1108/CR-12-2019-0136
- Sahay, R., Čihák, M., Barajas, A., Bi, R., Ayala, D., Gao, Y., Kyobe, A., Nguyen, L., Saborowski, C., Svirydzenka, K., Reza Yousefi, S., Ratna. (2015). Rethinking financial deepening: Stability and growth in emerging markets. Staff Discussion Notes, 15(8), 73–107. https://www.imf.org/external/pubs/ft/sdn/2015/sdn1508.pdf
- Sayılır, Ö., Doğan, M., & Soud, N. S. (2018). Financial development and governance relationships. Applied Economics Letters, 25(20), 1466–1470. https://doi.org/10.1080/13504851.2018.1430311
- Seifelyazal, M., Salaheldin, A., & Assem, M. (2023). The Impact of Financial Inclusion on Income Inequality. Open Journal of Social Sciences, 11(06), 255–274. https://doi.org/10.4236/jss.2023.116018
- Seong, E., Bradley, C., Leung, N., Woetzel, L., Ellingrud, K., Kumra, G., & and Peixi Wang. (2023). Asia on the cusp of new era. McKinsey Global Institute. https://www.mckinsey.com/mgi/our-research/asia-on-the-cusp-of-a-new-era
- Sethy, S. K., & Goyari, P. (2022). Financial inclusion and financial stability nexus revisited in South Asian countries: evidence from a new multidimensional financial inclusion index. Journal of Financial Economic Policy, 14(5), 674–693. https://doi.org/10.1108/JFEP-07-2021-0195
- Song, M. K., Lin, F. C., Ward, S. E., & Fine, J. P. (2013). Composite variables: When and how. Nursing Research, 62(1), 45–49. https://doi.org/10.1097/NNR.0b013e3182741948
- Tang, H. (2019). Peer-to-Peer Lenders Versus Banks: Substitutes or Complements? Review of Financial Studies, 32(5), 1900–1938. https://doi.org/10.1093/rfs/hhy137
- Uddin, A., Chowdhury, M. A. F., Sajib, S. D., & Masih, M. (2020). Revisiting the impact of institutional quality on post-GFC bank risk-taking: Evidence from emerging countries. Emerging Markets Review, 42(November). https://doi.org/10.1016/j.ememar.2019.100659
- Vo, D. H., Nguyen, N. T., & Thi-Hong Van, L. (2021). Financial inclusion and stability in the Asian region using bank-level data. Borsa Istanbul Review, 21(1), 36–43. https://doi.org/10.1016/j.bir.2020.06.003
- Wang, R., & Luo, H. (Robin). (2022). How does financial inclusion affect bank stability in emerging economies? Emerging Markets Review, 51(PA), 100876. https://doi.org/10.1016/j.ememar.2021.100876
- Williams, C. C., & Kedir, A. M. (2016). Business Registration and Firm Performance : Some Lessons From India. Journal of Developmental Entrepreneurship. 21(3). https://doi.org/10.1142/S1084946716500163
- Yangdol, R., & Sarma, M. (2019). Demand-side Factors for Financial Inclusion: A Cross-country Empirical Analysis. International Studies, 56(2–3), 163–185. https://doi.org/10.1177/0020881719849246
- Yoshino, N., & Taghizadeh Hesary, F. (2015). Japan’s Lost Decade: Lessons for Other Economies. SSRN Electronic Journal (521). https://doi.org/10.2139/ssrn.2593714
References
Abor, J. Y., Amidu, M., & Issahaku, H. (2018). Mobile Telephony, Financial Inclusion and Inclusive Growth. Journal of African Business, 19(3), 430–453. https://doi.org/10.1080/15228916.2017.1419332
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
Alabi, A. W., & Olaoye, F. O. (2022). The Effect of Technology Adoption on Financial Inclusion: A Cross-country Panel Analysis between China and Nigeria. European Journal of Business and Management Research, 7(2), 1–11. https://doi.org/10.24018/ejbmr.2022.7.2.1314
Allen, F., Demirguc-Kunt, A., Klapper, L., & Martinez Peria, M. S. (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
Antwi, F., & Kong, Y. (2023). Investigating the impacts of digital finance technology on financial stability of the banking sector: New insights from developing market economies. Cogent Business and Management, 10(3). https://doi.org/10.1080/23311975.2023.2284738
Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277. https://doi.org/10.2307/2297968
Asongu, S. A., & Nnanna, J. (2019). Foreign Aid, Instability, and Governance in Africa. Politics and Policy, 47(4), 807–848. https://doi.org/10.1111/polp.12320
Athanasoglou, P. P., Brissimis, S. N., & Delis, M. D. (2008). Bank-specific, industry-specific and macroeconomic determinants of bank profitability. Journal of International Financial Markets, Institutions and Money, 18(2), 121–136. https://doi.org/10.1016/j.intfin.2006.07.001
Banda, T. D., & Kumarasamy, M. (2020). Application of multivariate statistical analysis in the development of a surrogate water quality index (WQI) for South African watersheds. Water (Switzerland), 12(6). https://doi.org/10.3390/W12061584
Bermpei, T., Kalyvas, A., & Nguyen, T. C. (2018a). Does institutional quality condition the effect of bank regulations and supervision on bank stability? Evidence from emerging and developing economies. International Review of Financial Analysis, 59, 255–275. https://doi.org/10.1016/j.irfa.2018.06.002
Blundell, R., & Bond, S. (1998). Reprint of: Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 234, 38–55. https://doi.org/10.1016/j.jeconom.2023.03.001
Boachie, R., Aawaar, G., & Domeher, D. (2023). Relationship between financial inclusion, banking stability and economic growth: a dynamic panel approach. Journal of Economic and Administrative Sciences, 39(3), 655–670. https://doi.org/10.1108/jeas-05-2021-0084
Bourke, P. (1989). Concentration and other determinants of bank profitability in Europe, North America and Australia. Journal of Banking & Finance, 13(1) 65–79. https://doi.org/10.1016/0378-4266(89)90020-4
Brunnermeier, M. K. (2009). Deciphering the Liquidity and Credit Crunch 2007–2008 Banking Industry Trends Leading Up to the Liquidity Squeeze. Journal of Economic Perspectives, 23(1), 77–100. https://doi.org/ 10.1257/jep.23.1.77
Buchak, G., Matvos, G., Piskorski, T., & Seru, A. (2018). Fintech, regulatory arbitrage, and the rise of shadow banks. Journal of Financial Economics, 130(3), 453–483. https://doi.org/10.1016/j.jfineco.2018.03.011
Canh, N. P., Schinckus, C., Su, T. D., & Chong, F. H. L. (2021). Institutional quality and risk in the banking system. Journal of Economics, Finance and Administrative Science, 26(51), 22–40. https://doi.org/10.1108/JEFAS-01-2020-0012
Čihák, M., Demirgüç-Kunt, A., Pería, M. S. M., & Mohseni-Cheraghlou, A. (2013). Bank Regulation and Supervision Around the World: A Crisis Update. SSRN Electronic Journal, December 2012. https://doi.org/10.2139/ssrn.2196659
Claessens, S., Frost, J., Turner, G., & Zhu, F. (2018). Fintech credit markets around the world: size, drivers. BIS Quarterly Review, 1(September), 29–49. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3288096
Claessens, S., & Perotti, E. (2007). Finance and inequality: Channels and evidence. Journal of Comparative Economics, 35(4), 748–773. https://doi.org/10.1016/j.jce.2007.07.002
Cull, R., Demirgüç-Kunt, A., & Lyman, T. (2012). Financial Inclusion and Stability : What Does Research Show? CGAP Brief, 71395(2008), 1–3. https://www.cgap.org/sites/default/files/CGAP-Brief-Financial-Inclusion-and-Stability-What-Does-Research-Show-May-2012.pdf
D J Bartholomew. (2010). Principal Components Analysis. International Encyclopedia of Education, 3, 374–377. https://doi.org/10.1016/B978-0-08-044894-7.01358-0
Damrah, S., Elian, M. I., Atyeh, M., Shawtari, F. A., & Bani-Mustafa, A. (2023). A Linear Mixed Model Approach for Determining the Effect of Financial Inclusion on Bank Stability: Comparative Empirical Evidence for Islamic and Conventional Banks in Kuwait. Mathematics, 11(7). https://doi.org/10.3390/math11071698
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.World Bank Group. https://doi.org/10.1596/978-1-4648-1897-4
Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2020). The Global Findex Database 2017: Measuring Financial Inclusion and Opportunities to Expand Access to and Use of Financial Services. World Bank Economic Review, 34(2018), S2–S8. https://doi.org/10.1093/wber/lhz013
Dray, S., & Josse, J. (2015). Principal component analysis with missing values: a comparative survey of methods. Plant Ecology, 216(5), 657–667. https://doi.org/10.1007/s11258-014-0406-z
Drehmann, M., Borio, C. E. V., Gambacorta, L., Jiménez, G., & Trucharte, C. (2012). Countercyclical Capital Buffers: Exploring Options. SSRN Electronic Journal, 317. https://doi.org/10.2139/ssrn.1648946
Dupas, P., Green, S., Keats, A., Robinson, J., & Working. (2019). 2: Challenges in Banking the Rural Poor: Evidence from Kenya's Western Province. National Bureau of Economic Research, 3, 63–102. https://doi.org/ 10.3386/w17851
Dupas, P., & Robinson, J. (2013). Savings constraints and microenterprise development: Evidence from a field experiment in kenya. American Economic Journal: Applied Economics, 5(1), 163–192. https://doi.org/10.1257/app.5.1.163
Elgharib, W. A. (2024). Financial inclusion, financial development and financial stability in MENA. Review of Accounting and Finance. 23(4). https://doi.org/10.1108/RAF-05-2023-0146
Farzana, A., Samsudin, S., & Hasan, J. (2024). Drivers of economic growth: a dynamic short panel data analysis using system GMM. Discover Sustainability, 5(1). https://doi.org/10.1007/s43621-024-00612-9
Fazio, D. M., Silva, T. C., Tabak, B. M., & Cajueiro, D. O. (2018). Inflation targeting and financial stability: Does the quality of institutions matter? Economic Modelling, 71, 1–15. https://doi.org/10.1016/j.econmod.2017.09.011
Feghali, K., Mora, N., & Nassif, P. (2021). Financial inclusion, bank market structure, and financial stability: International evidence. Quarterly Review of Economics and Finance, 80, 236–257. https://doi.org/10.1016/j.qref.2021.01.007
Financial Technology Board. (2017). Financial Stability Implications from Fintech: Supervisory and Regulatory Issues that Merit Authorities’ Attention. Financial Stability Board, June, 1–61. https://www.fsb.org/uploads/R270617.pdf
Gazdar, K., & Cherif, M. (2015). Institutions and the finance-growth nexus: Empirical evidence from MENA countries. Borsa Istanbul Review, 15(3), 137–160. https://doi.org/10.1016/j.bir.2015.06.001
Ha, D., & Nguyen, Y. (2023). Institutional quality’s influence on financial inclusion’ impact on bank stability. Cogent Economics and Finance, 11(1). https://doi.org/10.1080/23322039.2023.2190212
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 Development Report, 6577(August 2013), 2–24. https://documents1.worldbank.org/curated/en/850681468325448388/pdf/WPS6577.pdf
Hannig, A., & Jansen, S. (2011). Financial inclusion and financial stability: Current policy issues. In Financial Market Regulation and Reforms in Emerging Markets (Issue 259). https://doi.org/10.2139/ssrn.1729122
Harris, M. N., M´ty´s, L., & Sevestre, P. (2008). Dynamic Models for Short Panels. In Advanced Studies in Theoretical and Applied Econometrics. 46. https://doi.org/10.1007/978-3-540-75892-1_8
Hayakawa, K. (2019). Alternative over-identifying restriction test in the GMM estimation of panel data models. Econometrics and Statistics, 10, 71–95. https://doi.org/10.1016/j.ecosta.2018.06.002
Ho, K. C., Ma, J. Z., Yang, L., & Shi, L. (2019). Do anticorruption efforts affect banking system stability? Journal of International Trade and Economic Development, 28(3), 277–298. https://doi.org/10.1080/09638199.2018.1522661
Hoinaru, R., Buda, D., Borlea, S. N., Văidean, V. L., & Achim, M. V. (2020). The impact of corruption and shadow economy on the economic and sustainable development. Do they “sand the wheels” or “grease the wheels”? Sustainability (Switzerland), 12(2). https://doi.org/10.3390/su12020481
Hua, X., Bi, J., & Shi, H. (2023). The appropriate level of financial inclusion: The perspective of financial stability. China Economic Quarterly International, 3(3), 167–178. https://doi.org/10.1016/j.ceqi.2023.08.001
Jia, M., Srinivasan, R., Ries, R. J., Bharathy, G., & Weyer, N. (2021). Investigating the impact of actual and modeled occupant behavior information input to building performance simulation. Buildings, 11(1), 1–22. https://doi.org/10.3390/buildings11010032
Jiang, T., & Nie, H. (2014). The stained China miracle: Corruption, regulation, and firm performance. Economics Letters, 123(3), 366–369. https://doi.org/10.1016/j.econlet.2014.03.026
Jima, M. D., & Makoni, P. L. (2023). Financial Inclusion and Economic Growth in Sub-Saharan Africa—A Panel ARDL and Granger Non-Causality Approach. Journal of Risk and Financial Management, 16(6). https://doi.org/10.3390/jrfm16060299
Jungo, J., Madaleno, M., & Botelho, A. (2022). The Effect of Financial Inclusion and Competitiveness on Financial Stability: Why Financial Regulation Matters in Developing Countries? Journal of Risk and Financial Management, 15(3). https://doi.org/10.3390/jrfm15030122
Kawai, M., & Prasad, E. S. (2011). Financial market regulation and reforms in emerging markets. Asian Development Bank Institute and the Brookings Institution, 5233, 1–423. https://www.adb.org/publications/financial-market-regulation-and-reforms-emerging-markets
Khan, H. H., Khan, S., & Ghafoor, A. (2023). Fintech adoption, the regulatory environment and bank stability: An empirical investigation from GCC economies. Borsa Istanbul Review, 23(6), 1263–1281. https://doi.org/10.1016/j.bir.2023.10.010
Khan, S. H. R. (2011). Financial inclusion and financial stability : are they two sides of the same coin ? Indian Bankers Association & Indian Overseas Bank, Chennai, November, 1–12. https://www.bis.org/review/r111229f.pdf
Knowles, S., & Owen, P. D. (1995). Health capital and cross-country variation in income per capita in the Mankiw-Romer-Weil model. Economics Letters, 48(1), 99–106. https://doi.org/10.1016/0165-1765(94)00577-O
Kumar, V., Thrikawala, S., & Acharya, S. (2021). Financial inclusion and bank profitability: Evidence from a developed market. Global Finance Journal, January, 100609. https://doi.org/10.1016/j.gfj.2021.100609
Laeven, L., & Valencia, F. (2013). Systemic banking crises database. IMF Economic Review, 61(2), 225–270. https://doi.org/10.1057/imfer.2013.12
Law, S. H. (2009). Trade openness, capital flows and financial development in developing economies. International Economic Journal, 23(3), 409–426. https://doi.org/10.1080/10168730903268398
Law, S. H., & Azman-Saini, W. N. W. (2012). Institutional quality, governance, and financial development. Economics of Governance, 13(3), 217–236. https://doi.org/10.1007/s10101-012-0112-z
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
Levine, B. R., & Renelt, D. (2016). American Economic Association A Sensitivity Analysis of Cross-Country Growth Regressions Author ( s ): Ross Levine and David Renelt Source : The American Economic Review , 82(4). The American Economic Review, 82(4), 942–963. https://www.jstor.org/stable/2117352
Malik, A. H., Md Isa, A. H. bin, Jais, M. bin, Ur Rehman, A., & Ali Khan, M. (2022). Financial stability of Asian Nations: Governance quality and financial inclusion. Borsa Istanbul Review, 22(2), 377–387. https://doi.org/10.1016/j.bir.2021.05.005
Mankiw, N. G., Romer, D., & N.Weil, D. (1992). A contribution to the empirics of reservation wages. American Economic Journal: Economic Policy, 8(1), 407–437. https://doi.org/10.1257/pol.20140211
Mehrotra, A., & Yetman, J. (2015). Financial inclusion – issues for central banks. BIS, Quarterly Review, March, 83–96. https://www.bis.org/publ/qtrpdf/r_qt1503h.pdf
Merton, R. C., & Thakor, R. T. (2019). Customers and investors: A framework for understanding the evolution of financial institutions. Journal of Financial Intermediation, 39, 4–18. https://doi.org/10.1016/j.jfi.2018.06.002
Morgan, P. J., & Pontines, V. (2018). Financial Stability and Financial Inclusion: the Case of Sme Lending. Singapore Economic Review, 63(1), 111–124. https://doi.org/10.1142/S0217590818410035
Murinde, V., Rizopoulos, E., & Zachariadis, M. (2022). The impact of the FinTech revolution on the future of banking: Opportunities and risks. International Review of Financial Analysis, 81(3), 102103. https://doi.org/10.1016/j.irfa.2022.102103
Nguyen, C. P., Su, T. D., & Nguyen, T. V. H. (2018). Institutional Quality and Economic Growth: The Case of Emerging Economies. Theoretical Economics Letters, 08(11), 1943–1956. https://doi.org/10.4236/tel.2018.811127
Okui, R. (2009). The optimal choice of moments in dynamic panel data models. Journal of Econometrics, 151(1), 1–16. https://doi.org/10.1016/j.jeconom.2009.04.002
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
Perry, P. (1992). Do banks gain or lose from inflation? Evidence from inflation surprises. Journal of Retail Banking, 14(2), 25–40. https://ww.aeaweb.org
Saha, M., & Dutta, K. D. (2020). Nexus of financial inclusion, competition, concentration and financial stability: Cross-country empirical evidence. Competitiveness Review, 31(4), 669–692. https://doi.org/10.1108/CR-12-2019-0136
Sahay, R., Čihák, M., Barajas, A., Bi, R., Ayala, D., Gao, Y., Kyobe, A., Nguyen, L., Saborowski, C., Svirydzenka, K., Reza Yousefi, S., Ratna. (2015). Rethinking financial deepening: Stability and growth in emerging markets. Staff Discussion Notes, 15(8), 73–107. https://www.imf.org/external/pubs/ft/sdn/2015/sdn1508.pdf
Sayılır, Ö., Doğan, M., & Soud, N. S. (2018). Financial development and governance relationships. Applied Economics Letters, 25(20), 1466–1470. https://doi.org/10.1080/13504851.2018.1430311
Seifelyazal, M., Salaheldin, A., & Assem, M. (2023). The Impact of Financial Inclusion on Income Inequality. Open Journal of Social Sciences, 11(06), 255–274. https://doi.org/10.4236/jss.2023.116018
Seong, E., Bradley, C., Leung, N., Woetzel, L., Ellingrud, K., Kumra, G., & and Peixi Wang. (2023). Asia on the cusp of new era. McKinsey Global Institute. https://www.mckinsey.com/mgi/our-research/asia-on-the-cusp-of-a-new-era
Sethy, S. K., & Goyari, P. (2022). Financial inclusion and financial stability nexus revisited in South Asian countries: evidence from a new multidimensional financial inclusion index. Journal of Financial Economic Policy, 14(5), 674–693. https://doi.org/10.1108/JFEP-07-2021-0195
Song, M. K., Lin, F. C., Ward, S. E., & Fine, J. P. (2013). Composite variables: When and how. Nursing Research, 62(1), 45–49. https://doi.org/10.1097/NNR.0b013e3182741948
Tang, H. (2019). Peer-to-Peer Lenders Versus Banks: Substitutes or Complements? Review of Financial Studies, 32(5), 1900–1938. https://doi.org/10.1093/rfs/hhy137
Uddin, A., Chowdhury, M. A. F., Sajib, S. D., & Masih, M. (2020). Revisiting the impact of institutional quality on post-GFC bank risk-taking: Evidence from emerging countries. Emerging Markets Review, 42(November). https://doi.org/10.1016/j.ememar.2019.100659
Vo, D. H., Nguyen, N. T., & Thi-Hong Van, L. (2021). Financial inclusion and stability in the Asian region using bank-level data. Borsa Istanbul Review, 21(1), 36–43. https://doi.org/10.1016/j.bir.2020.06.003
Wang, R., & Luo, H. (Robin). (2022). How does financial inclusion affect bank stability in emerging economies? Emerging Markets Review, 51(PA), 100876. https://doi.org/10.1016/j.ememar.2021.100876
Williams, C. C., & Kedir, A. M. (2016). Business Registration and Firm Performance : Some Lessons From India. Journal of Developmental Entrepreneurship. 21(3). https://doi.org/10.1142/S1084946716500163
Yangdol, R., & Sarma, M. (2019). Demand-side Factors for Financial Inclusion: A Cross-country Empirical Analysis. International Studies, 56(2–3), 163–185. https://doi.org/10.1177/0020881719849246
Yoshino, N., & Taghizadeh Hesary, F. (2015). Japan’s Lost Decade: Lessons for Other Economies. SSRN Electronic Journal (521). https://doi.org/10.2139/ssrn.2593714