Interconnection between bank capitalization and macroeconomic stability in the countries of South-West Asia
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DOIhttp://dx.doi.org/10.21511/bbs.18(4).2023.22
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Article InfoVolume 18 2023, Issue #4, pp. 268-280
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The paper aims to define the specifics of the mutual interconnection between bank capitalization and indicators of macroeconomic stability. This is achieved by the following methods: grouping, analysis and synthesis, analysis of descriptive statistics, and canonical correlation analysis. The study was carried out based on eight bank capitalization indicators and five macroeconomic stability indicators in seventeen South-West Asian countries from 2010 to 2020. The information base of the research is the dataset from the World Bank. The selected list of indicators is determined by the availability of statistical information for the countries participating in the study. It was found that there is a close canonical correlation between the level of bank capitalization and the macroeconomic stability of the countries under investigation – 0.97 (2010) and 0.99 (2020). The variation of the investigated indicators of macroeconomic stability (68.95% (2010) and 70.64% (2020)) is determined by the change in bank capitalization indicators. On the other hand, the difference in macroeconomic stability indicators of countries by 48.66% (2010) and 42.79% (2020) is due to changes in bank capitalization indicators. Four indicators exert the most significant favorable influence on the level of bank capitalization: Bank return on assets – 0.303 (2010) and 13.033 (2020), Bank return on equity – 0.446 (2010) and 13.387 (2020), Bank regulatory capital to risk-weighted assets – 0.812 (2010), and Bank deposits to GDP – 1.580 (2020). The macroeconomic stability of countries is determined by two indicators: GNI – 3.311 (2010) and 3.461 (2020); GDP – 4.748 (2010) and 4.672 (2020).
- Keywords
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JEL Classification (Paper profile tab)E60, E52, E58, G21
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References58
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Tables8
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Figures2
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- Figure 1. Diagram of the range of bank capitalization variables and macroeconomic stability variables
- Figure 2. Scatter diagram of bank capitalization variables (left set) and macroeconomic stability variables (right set) in 2010 and 2020
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- Table 1. Array of input data
- Table 2. Results of checking compliance with the normal law of the distribution of variables of bank capitalization and macroeconomic stability based on the Shapiro-Wilk test
- Table 3. Descriptive statistics
- Table 4. Results of the correlation analysis for the studied groups of variables
- Table 5. Canonical analysis summary
- Table 6. Resulting values of the Chi-Square coefficients, canonical R2 and p-values (2010 and 2020)
- Table 7. Structure of factor loadings of variables within Root 1 for groups of variables of bank capitalization and macroeconomic stability in 2010 and 2020
- Table 8. Canonical weights of variables of bank capitalization and macroeconomic stability within Root 1 in 2010 and 2020
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- Abbas, F., Iqbal, S., Aziz, B., & Yang, Z. (2019). The impact of bank capital, bank liquidity and credit risk on profitability in the post-crisis period: A comparative study of the US and Asia. Cogent Economics & Finance, 7(1).
- Aljaber, R. R., & Al-Tamimi, H. A. H. (2021). Factors influencing the implementation of Basel III: An empirical analysis of the UAE banks. Banks and Bank Systems, 16(1), 152-167.
- Almerri, H. S. H. (2023). Evaluating the Effectiveness of Monetary and Fiscal Policies in Managing Macroeconomic Stability. Journal of Logistics, Informatics and Service Science, 10(2), 108-124.
- Alves, P., Blanco, R., Mayordomo, S., Arrizabalaga, F., Delgado, J., Jiménez, G., Asenjo, E., Montes, C., & Trucharte, C. (2021). Recent Developments in Financing and Bank Lending to the Non-Financial Private Sector. Banco de España.
- Alzoubi, M., Alkhatib, A., Alsmadi, A.A., & Kasasbeh, H. (2022). Bank size and capital: A trade-off between risk-taking incentives and diversification. Banks and Bank Systems, 17(4), 1-11.
- Angelini, G., De Angelis, L., & Singleton, C. (2022). Informational efficiency and behavior within in-play prediction markets. International Journal of Forecasting, 38(1), 282-299.
- Belhaj, F., Gatti, R., Lederman, D., Sergenti, E. J., Assem, H., Lotfi, R., & Mousa, M. E. (2022). A New State of Mind: Greater Transparency and Accountability in the Middle East and North Africa. In Middle East and North Africa Economic Update (October). Washington, DC: World Bank.
- Bensaad, A., & Azzazi, S. (2023). The impact of monetary policy tools in achieving monetary stability in Algeria: Approach by the ARDL model. Financial Markets, Institutions and Risks, 7(2), 28-45.
- Bilan, Y., Brychko, M., Buriak, A., & Vasilyeva, T. (2019). Financial, business and trust cycles: The issues of synchronization. Zbornik Radova Ekonomskog Fakultet Au Rijeci, 37(1), 113-138.
- Bovsh, L., Okhrimenko, A., Boiko, M., & Gupta, S. K. (2021). Tourist tax administration in the fiscal target system for hospitality businesses. Public and Municipal Finance, 10(1), 1-11.
- Buriak, A., Lyeonov, S., & Vasylieva, T. (2015). Systemically important domestic banks: An indicator-based measurement approach for the Ukrainian banking system. Prague Economic Papers, 24(6), 715-728.
- Chiaramonte, L., & Casu, B. (2017). Capital and liquidity ratios and financial distress. Evidence from the European banking industry. The British Accounting Review, 49(2), 138-161.
- Danylyshyn, B., & Bohdan, I. (2022). Monetary policy during the wartime: How to ensure macroeconomic stability. Investment Management and Financial Innovations, 19(2), 344-359.
- de Mendonça, H. F., & Nascimento, N. C. (2020). Monetary policy efficiency and macroeconomic stability: Do financial openness and economic globalization matter? North American Journal of Economics and Finance, 51, 100870.
- Dzwigol, H. (2019). Research Methods and Techniques in New Management Trends: Research Results. Virtual Economics, 2(1), 31-48.
- Dzwigol, H. (2021). Methodological Approach in Management and Quality Sciences. E3S Web of Conferences, 307, 01002.
- Dzwigol, H. (2022). Research Methodology in Management Science: Triangulation. Virtual Economics, 5(1), 78-93.
- Dzwigol, H. (2023). The Quality Determinants of the Research Process in Management Sciences. Virtual Economics, 6(2), 35-55.
- Dźwigoł, H., & Trzeciak, M. (2023). Pragmatic Methodology in Management Science. Forum Scientiae Oeconomia, 11(1), 67-90.
- Dzwigol, H., Aleinikova, O., Umanska, Y., Shmygol, N., & Pushak, Y. (2019). An Entrepreneurship Model for Assessing the Investment Attractiveness of Regions. Journal of Entrepreneurship Education, 22, 1-7.
- Filatova, H., Tumpach, M., Reshetniak, Y., Lyeonov, S., & Vynnychenko, N. (2023). Public policy and financial regulation in preventing and combating financial fraud: a bibliometric analysis. Public and Municipal Finance, 12(1), 48-61.
- Gambacorta, L., & Shin, H. S. (2018). Why bank capital matters for monetary policy. Journal of Financial Intermediation, 35(Part B), 17-29.
- Gentle, P. F. (2022). Book Review on Frank N. Pieke and Koichi Iwabuchi (2021). Global East Asia: Into the Twenty-First Century. Business Ethics and Leadership, 6(4), 118-120.
- Gentsoudi, V. (2023). The Impact of Effective Leadership on Public Sector’s Financial Instruments: Empirical Evidence from Greece. Business Ethics and Leadership, 7(2), 47-54.
- Habiba, M. (2023). Basel Agreements in the Efficiency of Algerian Banks Financial Evolution and Interdisciplinary Research. Financial Markets, Institutions and Risks, 7(1), 123-135.
- International Monetary Fund. (2020). World Economic Outlook: A Long and Difficult Ascent. Washington, DC.
- Jordà, Ò., Richter, B., Schularick, M., & Taylor, A. M. (2021). Bank Capital Redux: Solvency, Liquidity, and Crisis. The Review of Economic Studies, 88(1), 260-286.
- Kaneva, T., Karpenko, M., Nasibova, O., Tabenska, J., & Tomniuk, T. (2023). Fiscal decentralization influence on public services efficiency and economic growth. Financial and Credit Activity Problems of Theory and Practice, 5(52), 68-78.
- Kerimov, A., Babayev, A., Ashurbayli-Huseynova, N., & Gubadova, A. (2023a). Effectiveness of anti-inflation policy that ensures economic growth: Evidence from post-Soviet countries. Problems and Perspectives in Management, 21(2), 542-555.
- Kerimov, A., Babayev, A., Dudchenko, V., Samusevych, Y., & Tumpach, M. (2023b). Banking system stability in crisis periods: The impact of the banking regulator independence. Banks and Bank Systems, 18(3), 221-234.
- Khan, H. H. (2022). Bank competition, financial development and macroeconomic stability: Empirical evidence from emerging economies. Economic Systems, 46(4), 101022.
- Kharazishvili, Y., & Kwilinski, A. (2022). Methodology for Determining the Limit Values of National Security Indicators Using Artificial Intelligence Methods. Virtual Economics, 5(4), 7-26.
- Kobiyh, M., & El Amri, A. (2023). Inefficiency of Financial Markets and Paths to the Development of a Modern Financial Theory. Financial Markets, Institutions and Risks, 7(2), 95-100.
- Kotina, H., Stepura, M., Kornieva, A., & Slavkova, A. (2023). Fiscal solvency and fiscal limitations under economic crisis and recovery: An empirical approach of Ukraine. Investment Management and Financial Innovations, 20(1), 277-292.
- Kozmenko, S., & Savchenko, T. (2013). Development of an explicit rule of monetary policy for the economy of Ukraine. Investment Management and Financial Innovations, 10(1), 8-19.
- Kuzior, A., Krawczyk, D., Didenko, I., Sidelnyk, N., & Vasylieva, T. (2022). Interaction between health insurance, household income, and public health financing in Ukraine. Problems and Perspectives in Management, 20(4), 436-450.
- Leonov, S. V., Vasylieva, T. A., & Tsyganyuk, D. L. (2012). Formalization of functional limitations in functioning of co-investment funds basing on comparative analysis of financial markets within FM CEEC. Actual Problems of Economics, 134(8), 75-85.
- Litovtseva, V., Krawczyk, D., Kuzior, A., Brychko, M., & Vasylieva, T. (2022). Marketing research in the context of trust in the public sector: A case of the digital environment. Innovative Marketing, 18(4), 133-147.
- Mendicino, C., Nikolov, K., Suarez, J., & Supera, D. (2019). Bank capital in the short and in the long run (ECB Working Paper No. 2286). European Central Bank.
- Messaoudi, A., Derbal, F. Z., Hasnaoui, M., & Belhamidi, H. (2023). How far does the central bank influence its economies? The example of Algeria. SocioEconomic Challenges, 7(2), 45-53.
- Moskalenko, B., Lyulyov, O., Pimonenko, T., Kwilinski, A., & Dzwigol, H. (2022). Investment Attractiveness of the Country: Social, Ecological, Economic Dimension. International Journal of Environment and Pollution, 69(1-2), 80-98.
- Mursalov, M. M. (2022). Banking regulation and banking crises probability in European countries. Finance: Theory and Practice, 26(5), 90-105.
- Murshudli, F. F., & Mursalov, M. M. (2020). Anti-Crisis Regulation of Banking Business: Case of Azerbaijan. In: Anti-Crisis Management: State, Region, Enterprise. Collective monograph (pp. 220-241). Riga: Publishing House “Baltija Publishing”.
- Nguyen, T. T., Phan, T. D., & Tran, N. A. (2022). Impact of fiscal and monetary policy on inflation in Vietnam. Investment Management and Financial Innovations, 19(1), 201-209.
- Noman, A. H. M., Gee, C. S., & Isa, C. R. (2018). Does Bank Regulation Matter on the Relationship Between Competition and Financial Stability? Evidence from Southeast Asian Countries. Pacific Basin Finance Journal, 48, 144-161.
- Patel, S., Kasztelnik, K., & Zelihic, M. (2023). Global overview of modern financing typologies to mitigate financial risks in developed countries. SocioEconomic Challenges, 7(2), 54-66.
- Phan, D. H. B., Tran, V. T., & Iyke, B. N. (2022). Geopolitical risk and bank stability. Finance Research Letters, 46(Part B), 102453.
- Pol, R. F. (2020). Anti-money laundering: The world’s least effective policy experiment? Together, we can fix it. Policy Design & Practice, 3(1), 73-94.
- Santoso, W., Yusgiantoro, I., Soedarmono, W., & Prasetyantoko, A. (2021). The Bright Side of Market Power in Asian Banking: Implications of Bank Capitalization and Financial Freedom. Research in International Business and Finance, 56, 101358.
- Sheliemina, N. (2023). Interrelationship Between Indexes of the Population Medical Care Quality and Macroeconomic Efficiency. Health Economics and Management Review, 4(1), 47-59.
- Shkolnyk, I., Kozmenko, S., Kozmenko, O., Orlov, V., & Shukairi, F. (2021). Modeling of the financial system’s stability on the example of Ukraine. Equilibrium. Quarterly Journal of Economics and Economic Policy, 16(2), 377-411.
- Statista. (2023). Impact of the coronavirus pandemic on the global economy – Statistics & Facts. Economy & Politics.
- Tiutiunyk, I. V., Zolkover, A. O., Lyeonov, S. V., & Ryabushka, L. B. (2022). The Impact of Economic Shadowing On Social Development: Challenges for Macroeconomic Stability. Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu, (1), 183-191.
- Vasilyeva, T. A., Leonov, S. V., & Lunyakov, O. V. (2013). Analysis of internal and external imbalances in the financial sector of Ukraine’s economy. Actual Problems of Economics, 150(12), 176-184.
- Vasilyeva, T., Kuzmenko, O., Bozhenko, V., & Kolotilina, O. (2019). Assessment of the dynamics of bifurcation transformations in the economy. SHS Web of Conferences, 65, 04006.
- Vasylieva, T. A., Leonov, S. V., & Lunyakov, O. V. (2014). Countercyclical capital buffer as a macroprudential tool for regulation of the financial sector. Actual Problems of Economics, 158(8), 278-283.
- Vitvitskiy, S. S., Kurakin, O. N., Pokataev, P. S., Skriabin, O. M., & Sanakoiev, D. B. (2021). Formation of a new paradigm of anti-money laundering: The experience of Ukraine. Problems and Perspectives in Management, 19(1), 354-363.
- Yudaruddin, R. (2022). Bank Concentration and Stability in Central Asia: The Effect of Capital Regulation and Financial Freedom. Journal of Eastern European and Central Asian Research, 9(2), 206-216.