Main Article Content
Abstract
A strong banking or financial sector is a reflection of a strong economy. The banking industry in Ghana has undergone significant developments over the last few decades. This paper presents a bibliometric review of the factors that influence the performance of universal banks in Ghana, using Ecobank Ghana PLC as the case. An explanatory research design with a case study strategy was adopted, and a quantitative approach was used to examine the relationships among the variables. The data were from audited reports for the 10 years 2012 to 2021 and the published financial statements of the bank. Analysis was done using Microsoft Excel and STATA. Results showed that the current asset ratio, which represents the liquidity position of banks, asset quality, gross domestic product, and inflation, significantly affected banks' performance in the long run. In the short run, the banks' previous period's profit, Bank of Ghana’s (BoG's) monetary policy rate, and inflation are the critical bank performance-driven factors. The conclusion is that within the medium to long term, banks must ensure that they are liquid by pursuing rigorous policies to safeguard the quality of their assets, especially in the arena of loan provision and its subsequent repayments. The growth performance of the economy and inflationary pressures must be monitored closely by the banking sector. In the short term, BoG's policy changes and inflation are critical influences. Therefore, the study recommends that BoG must ensure strict adherence to its reserve requirements by all industry players. Thus, BoG must fortify its offsite and onsite monitoring while Banks must hedge strategically against the factors that generate market risks.
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References
- Abdullah, M. N., Parvez, K., & Ayreen, S. (2014). Bank-specific, industry-specific and macroeconomic determinants of commercial bank profitability: A case of Bangladesh. World, 4 (3), 82–96.
- Adeabah, D. & Andoh, C. (2019). Market power, efficiency and welfare performance of banks: evidence from the Ghanaian banking industry, ZBW – Leibniz Information Centre for Economics, Kiel, Hamburg.
- Afum, E., Agyabeng-Mensah, Y., Acquah, I. S. K., Baah, C., Dacosta, E., Owusu, C. S., & Owusu, J. A. (2021). Examining the links between logistics outsourcing, company competitiveness and selected performances: the evidence from an emerging country. The International Journal of a Logistics Management, 32 (3), 1068-1090.
- Ahmad, W., & Radzi, R. M. (2011). Sustainability of sukuk and conventional bond during financial crisis: Malaysia's capital market. Global Economy and Finance Journal, 4 (2), 33-45.
- Ahmed, S., Majeed, M. E., Thalassinos, E., & Thalassinos, Y. (2021). The impact of bank specific and macroeconomic factors on nonperforming loans in the banking sector: evidence from an emerging economy. Journal of Risk and Financial Management, 14 (5), 217.
- Aidoo, M., & Mensah, F. S. (2017). Development of financial performance assessment indices for bank performance rating in Ghana. Global Journal of Management and Business Research (C), 17 (7), 1-17.
- Alam, S. M., Chowdhury, M.A.M., & Razak, D.B.A. (2021). Research evolution in banking performance: a bibliometric analysis. Future Business Journal, 7 (1), 1-19.
- Alfadli, A., & Rjoub, H. (2020). The impacts of bank specific, industry-specific and macroeconomic variables on commercial bank financial performance: evidence from the Gulf cooperation council countries. Applied Economics Letters, 27 (15), 1284-1288.
- Alhassan, A. L., Andoh, C., & Kyereboah-Coleman, A. (2014). Asset quality in a crisis period: An empirical examination of Ghanaian banks. Review of Development Finance, 4 (1), 50-62.
- Al-Homaidi, E. A., Tabash, M. I., Farhan, N. H., & Almaqtari, F. A. (2018). Bank-specific and macroeconomic determinants of profitability of Indian commercial banks: A panel data approach. Cogent Economics & Finance, 6 (1), 1548072.
- Almaqtari, F. A., Al‐Homaidi, E. A., Tabash, M. I., & Farhan, N. H. (2019). The determinants of profitability of Indian commercial banks: A panel data approach. International Journal of Finance & Economics, 24 (1), 168-185.
- Aluko, O. A., & Ajayi, M. A. (2018). Determinants of banking sector development: Evidence from Sub-Saharan African countries. Borsa Istanbul Review, 18 (2), 122-139.
- Amankwa, I. A., Awuma, W., Akentara, R. & Nudanu, J. (2024). Macroeconomic determinants of Ghana’s bond market performance. Under review by the International Journal of Multidisciplinary Studies and Innovative Research.
- Anbar, A., & Alper, D. (2011). Bank specific and macroeconomic determinants of commercial bank profitability: Empirical evidence from Turkey. Business and economics research journal, 2 (2), 139-152.
- Antoun, R., Coskun, A., & Georgiezski, B. (2018). Determinants of financial performance of banks in Central and Eastern Europe. Business and Economic Horizons (BEH), 14 (1232-2019–853), 513–529.
- Asare, B. (2015). Evaluation of the financial performance of Ga Rural Bank Limited from 2010-2013 (Doctoral dissertation, University of Cape Coast).
- Atuahene, R. A. (2016). Corporate governance and financial performance: Evidence from the Ghanian banking sector (Doctoral dissertation, University of Bradford).
- Avortri, C., & Agbanyo, R. (2020). Determinants of management fraud in the banking sector of Ghana: the perspective of the diamond fraud theory. Journal of Financial Crime, 28 (1), 142-155.
- Awo, J. P., & Akotey, J. O. (2019). The financial performance of rural banks in Ghana: The generalized method of moments approach. World Journal of Entrepreneurship, Management and Sustainable Development, 15 (1), 2-18.
- Bahyaoui, S. (2017). Les Déterminants idiosyncratiques de la performance bancaire au Maroc: Analyse sur données de panel. European Scientific Journal, 13 (13), 57-77.
- Banke, N. K., & Yitayaw, M. K. (2022). Deposit mobilization and its determinants: evidence from commercial banks in Ethiopia. Future Business Journal, 8 (1), 1-10.
- Beckett, A., Hewer, P., & Howcroft, B. (2000). An exposition of consumer behaviour in the financial services industry. International Journal of Bank Marketing, 18 (1), 15-26.
- Brahmaiah, B. &Ranajee, H. (2018). Factors influencing profitability of banks in India. Theoretical Economics Letters, 8 (14), 3046.
- Buana, G. K., Hudaefi, F. A., & Caraka, R. E. (2020). Islamic banking performance: A bibliometric review. Preprints. https://doi.org/10.20944/preprints202012.0056.v1.
- Caporale, G. M., Lodh, S., & Nandy, M. (2017). The performance of banks in the MENA region during the global financial crisis. Research in International Business and Finance, 42, 583–590.
- Carson, D., Gilmore, A., Perry, C., & Gronhaug, K. (2001). Qualitative marketing research. SAGE Publications.
- Creswell, J. W. (2014). A concise introduction to mixed methods research. SAGE publications.
- Cui, Y., & Cheng, C. (2022). Modern Portfolio Theory and Application in Australia. J. Econ. Bus. Manag, 10, 128-132.
- Dang, U. (2011). The CAMEL rating system in banking supervision: A case study. Master’s Thesis. (Unpublished). Helsinki: Arcada University of Applied Sciences International Business
- Dembel, M. B. (2020). Factors Affecting the Performance of Commercial Banks - A case study on commercial banks in Ethiopia: CAMEL Ratings. Research Journal of Finance and Accounting, 11 (5), 1-11.
- Demsetz, H. (1983). The structure of ownership and the theory of the firm. The Journal of law and economics, 26 (2), 375-390.
- Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285-296.
- Ebenezer, O. O., Omar, W. A., & Kamil, S. (2017). Bank specific and macroeconomic determinants of commercial bank profitability: Empirical evidence from Nigeria. International Journal of Finance and Banking Studies, 6 (1), 25–38.
- Ecobank Ghana Plc Annual Report. (2012-2021). Audited financial statements. Ecobank.
- Ewool, M., & Atuahene, S. O. (2021). Assessment of financial performance: A case of some financial institutions in Ghana. International Journal of Academic Research in Business and Social Sciences, 11 (7), 1103–1125.
- Fahmi, I. (2014). Analisis Kinerja Keuangan. Bandung: Alfabeta.
- Fakudze, S. O., Tsegaye, A., & Sibanda, K. (2022). The relationship between financial
- development and economic growth in Eswatini (formerly Swaziland). African Journal of Economic and Management Studies, 13 (1), 15-28.
- Farhan, S., & Al-Mashhadani, A. (2011). Corporate governance and strategic financial performance of banks. Dar Al-Safa for Publishing and Distribution.
- Gonzalez, K. P., Stoner, C., & Jovel, J. E. (2003). Examining the role of social capital in access to college for Latinas: Toward a college opportunity framework. Journal of Hispanic Higher Education, 2 (2), 146-170.
- Gyamerah, S., Amo, H. F., & Adomako, S. (2020). Corporate governance and the financial performance of commercial banks in Ghana. Journal of Research in Emerging Markets, 2 (4), 33-47.
- Hadriche, M. (2015). Banks performance determinants: Comparative analysis between conventional and Islamic banks from GCC countries. International Journal of Economics and Finance, 7 (9), 169-177.
- Hairudin, A., Sifat, I. M., Mohamad, A., & Yusof, Y. (2022). Cryptocurrencies: A survey on acceptance, governance and market dynamics. International Journal of Finance & Economics, 27 (4), 4633-4659.
- Hassan, M. K., Sanchez, B., & Yu, J. S. (2011). Financial development and economic growth: New evidence from panel data. The Quarterly Review of Economics and Finance, 51 (1), 88–104.
- Jaouad, E., & Lahsen, O. (2018). Factors affecting bank performance: empirical evidence from Morocco. European Scientific Journal, 14 (34), 255-267.
- Jensen, M. C. & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of financial economics, 3 (4), 305-360.
- Kamukama, N., Kyomuhangi, D. S., Akisimire, R., & Orobia, L. A. (2017). Competitive advantage: Mediator of managerial competence and financial performance of commercial banks in Uganda. African Journal of Economic and Management Studies, 8 (2), 221-234.
- Kassem, N. M., & Sakr, A. (2018). The impact of bank-specific characteristics on the profitability of commercial banks in Egypt. Journal of Finance and Bank Management, 6 (2), 76-90.
- Kenenisa L, Chawla AS (2015). The effect of bank size and ownership on financial performance of commercial banks in Ethiopia EXCEL. International Journal of Multidisciplinary Management Studies, 5 (8), 57-68.
- Koju, L., Koju, R., & Wang, S. (2018). Macroeconomic and bank-specific determinants of nonperforming loans: Evidence from Nepalese banking system. Journal of Central Banking Theory and Practice, 7 (3), 111-138.
- Kothari, C. R. (2004). Research methodology: Methods and techniques. New Age International Publishers.
- Kouladoum, J. C. (2023). Digital infrastructural development and inclusive growth in Sub-
- Saharan Africa. Journal of Social and Economic Development, 25 (2), 403-427.
- Kwashie, A. A., Baidoo, S. T., & Ayesu, E. K. (2022). Investigating the impact of credit risk on financial performance of commercial banks in Ghana. Cogent Economics & Finance, 10 (1), 2109281.
- Le, T. D., & Ngo, T. (2020). The determinants of bank profitability: A cross-country analysis. Central Bank Review, 20 (2), 65–73.
- Liang, J., Gao, X., Zeng, G., Hua, S., Zhong, M., Li, X., & Li, X. (2018). Coupling modern portfolio theory and marxan enhances the efficiency of lesser white-fronted goose’s (Anser erythropus) habitat conservation. Scientific Reports, 8 (1), 1-8.
- Lönnqvist, J. (2022). The empirical investigation of the difference between socially responsible and vice investing returns. Master’s Thesis in Finance, School of Accounting & Finance University of Vaasa.
- Luft, L., & Omarkhil, H. (2018). Impact of macroeconomic factors on banking profitability. International Finance and Banking, 5 (1), 44–69.
- Malhotra, N. K., & Birks, D. F. (2007). Marketing research (3rd ed.). Dentice Hall/Pearson Education.
- Markonah, M., & Prasetyo, J. H. (2022). The Impact of Good Corporate Governance on Financial Performance: Evidence from Commercial Banks in Indonesia. The Journal of Asian Finance, Economics and Business, 9 (6), 45-52.
- Matthew, N. G., & Laryea, A. E. (2012). A financial performance comparison of foreign vs local banks in Ghana. International Journal of Business and Social Science, 3 (21), 82-87.
- Maudos, J. (2017). Income structure, profitability and risk in the European banking sector: The impact of the crisis. Research in International Business and Finance, 39, 85-101.
- Mbilla, S., Nyeadi, J. D., Gbegble, M. K., & Ayimpoya, R. N. (2020). Assessing the impact of monitoring, information and communication on banks performance in Ghana. Asian Journal of Economics, Business and Accounting, 14 (3), 58-71.
- Meniago, C., & Asongu, S. A. (2018). Revisiting the finance-inequality nexus in a panel of African countries. Research in International Business and Finance, 46, 399-419.
- Merriam, S. B. (2009). Qualitative research: A guide to design and implementation (3rd ed). Jossey-Bass.
- Muhammad, A. (2015, November). Bank profitability and its determinants in Pakistan: A panel data analysis after financial crisis (MPRA Paper67987). University Library of Munich.
- Nguyen, Q. K. (2022). Determinants of bank risk governance structure: A cross-country analysis. Research in International Business and Finance, 60, 101575.
- Ntow–Gyamfi, M., & Laryea, A. E. (2012). A financial performance comparison of foreign vs local banks in Ghana. International Journal of Business and Social Science, 3 (21), 82-87.
- Nugroho, L., Badawi, A., & Hidayah, N. (2019). Indonesia Islamic Bank Profitability 2010-2017. Shirkah: Journal of Economics and Business, 4 (1), 2503-4243 (e).
- Nzioka, C., & Kariuki, P. (2021). Influence of Strategic Internal Factors on Competitive Advantage of Commercial Banks in Nairobi County, Kenya. Journal of International Business and Management, 4 (7), 01-16.
- Odame-Gyenti, C. (2021). Banking sector performance: A review of 2021 audited financial statements. Retrieved from: https://thebftonline.com/2022/05/05/banking-sector-performance-a-review-of-2021-audited-financial-statements/#:~:text=The%20Banking%20industry%20headline%20revenue,by%2023.4%25%20year%20on%20year.
- Ongore, V. O., & Kusa, G. B. (2013). Determinants of financial performance of commercial banks in Kenya. International Journal of Economics and Financial Issues, 3 (1), 237.
- Owusu-Antwi, G., Mensah, L., Crabbe, M., & Antwi, J. (2015). Determinants of bank performance in Ghana, the economic value added (EVA) approach. International Journal of Economics and Finance, 7 (1), 204-215.
- Ozili, P. K. (2017). Bank profitability and capital regulation: Evidence from listed and nonlisted banks in Africa. Journal of African Business, 18 (2), 143-168.
- Petria, N., Capraru, B., & Ihnatov, I. (2015). Determinants of banks' profitability: Evidence from EU 27 banking systems. Procedia Economics and Finance, 20, 518–524.
- Rashid, A., & Jabeen, S. (2016). Analysing performance determinants: Conventional versus Islamic banks in Pakistan. Borsa Istanbul Review, 16 (2), 92–107.
- Robin, I., Salim, R., & Bloch, H. (2018). Financial performance of commercial banks in the postreform era: Further evidence from Bangladesh. Economic Analysis and Policy, 58, 43-54.
- Saeed, M. S. (2014). Bank-related, industry-related and macroeconomic factors affecting bank profitability: A case of the United Kingdom. Research Journal of Finance and Accounting, 5 (2), 42–50.
- Salter, A. W., & Tarko, V. (2019). Governing the banking system: an assessment of resilience based on Elinor Ostrom's design principles. Journal of Institutional Economics, 15 (3), 505-519.
- Saona, P. (2016). Intra and-extra bank determinants of Latin American banks' performance. Mexican Journal of Economics and Finance, 11 (1), 1–27.
- Sarantakos, S. (1993). Social research (4th ed.). Sydney: Macmillan Education Australia Pty. Ltd.
- Sarkar, S., & Rakshit, D. (2021). Factors influencing the performance of commercial banks: A dynamic panel study on India. FIIB Business Review, 1–15.
- Saunders, M, Lewis, P. & Thornhill, A. (2016). Research methods for business students (7th ed.). Pearson.
- Saunders, M., Lewis, P. & Thornhill, A. (2012). Research methods for business students (7th ed.). Harlow: Prentice Hall Pearson Education.
- Sehrish, S., Ding, K. Y. D., & Visaltanachoti, N. (2018). Executives' gender, prospect theory bias and insider trading. . In 30th Asian Finance Association Annual Meeting, Tokyo, Japan, 2018 June 25 (Vol. 27).
- Shah, S. Q., & Jan, R. (2014). Analysis of financial performance of private banks in Pakistan. Procedia-Social and Behavioral Sciences, 109, 1021-1025.
- Shaturaev, J. (2022). Financing public education in Indonesia. Архив научных исследований, 2(1). извлечено от.
- https://journal.tsue.uz/index.php/archive/article/view/1735
- Surtee, T. G., & Alagidede, I. P. (2022). A novel approach to using Modern Portfolio Theory. Borsa Istanbul Review, 23 (3), 527-540.
- Suresh, C. & Bardastani, K. (2016). Financial performance of selected conventional and Islamic banks In Kingdom of Bahrain–A CAMEL ranking-based approach. European Journal of Economics, Law and Politics, 3 (1), 23-59.
- Tan, Y. (2016). The impacts of risk and competition on bank profitability in China. Journal of International Financial Markets, Institutions and Money, 40, 85–110.
- Tang, M., Wang, X., Niu, W., Fu, J., & Zhu, M. (2023). How financial development scale and R&D influence regional innovation efficiency: empirical evidence from the financial industry. Environmental Science and Pollution Research, 30, 61257–61270. https://doi.org/10.1007/s11356-021-16862-3.
- Tesfaye, B. (2014). The determinants of Ethiopian commercial banks performance. European Journal of Business and Management, 6 (14), 52-62.
- Torre Olmo, B., Cantero Saiz, M., & Sanfilippo Azofra, S. (2021). Sustainable Banking, Market Power, and Efficiency: Effects on Banks’ Profitability and Risk. Sustainability, 13 (3), 1298.
- Umar, M., Ji, X., Mirza, N., & Rahat, B. (2021). The impact of resource curse on banking efficiency: Evidence from twelve oil producing countries. Resources Policy, 72, 102080.
- Ustarz, Y., & Fanta, A. B. (2021). Financial development and economic growth in sub-Saharan
- Africa: A sectoral perspective. Cogent Economics & Finance, 9 (1), 1934976.
- Whittington, R., & Pany, K. (2010). Principles of auditing and other assurance services.
- Zawadi, A. (2013). Efficiency analysis of commercial banks in Tanzania. An application of data envelopment analysis (DEA) approach. European Journal of Business and Management, 5 (31), 193-203.
- Yahya, A. T., Akhtar, A., & Tabash, M. I. (2017). The impact of political instability, macroeconomic and bank-specific factors on the profitability of Islamic banks: empirical evidence. Investment Management and Financial Innovations, 14 (4), 30–39.
- Yao, H., Haris, M., & Tariq, G. (2018). Profitability determinants of financial institutions: evidence from banks in Pakistan. International Journal of Financial Studies, 6 (2), 53.
- Zhang, X., Li, F., & Ortiz, J. (2021). Internal risk governance and external capital regulation affecting bank risk-taking and performance: Evidence from PR China. International Review of Economics & Finance, 74, 276-292.
References
Abdullah, M. N., Parvez, K., & Ayreen, S. (2014). Bank-specific, industry-specific and macroeconomic determinants of commercial bank profitability: A case of Bangladesh. World, 4 (3), 82–96.
Adeabah, D. & Andoh, C. (2019). Market power, efficiency and welfare performance of banks: evidence from the Ghanaian banking industry, ZBW – Leibniz Information Centre for Economics, Kiel, Hamburg.
Afum, E., Agyabeng-Mensah, Y., Acquah, I. S. K., Baah, C., Dacosta, E., Owusu, C. S., & Owusu, J. A. (2021). Examining the links between logistics outsourcing, company competitiveness and selected performances: the evidence from an emerging country. The International Journal of a Logistics Management, 32 (3), 1068-1090.
Ahmad, W., & Radzi, R. M. (2011). Sustainability of sukuk and conventional bond during financial crisis: Malaysia's capital market. Global Economy and Finance Journal, 4 (2), 33-45.
Ahmed, S., Majeed, M. E., Thalassinos, E., & Thalassinos, Y. (2021). The impact of bank specific and macroeconomic factors on nonperforming loans in the banking sector: evidence from an emerging economy. Journal of Risk and Financial Management, 14 (5), 217.
Aidoo, M., & Mensah, F. S. (2017). Development of financial performance assessment indices for bank performance rating in Ghana. Global Journal of Management and Business Research (C), 17 (7), 1-17.
Alam, S. M., Chowdhury, M.A.M., & Razak, D.B.A. (2021). Research evolution in banking performance: a bibliometric analysis. Future Business Journal, 7 (1), 1-19.
Alfadli, A., & Rjoub, H. (2020). The impacts of bank specific, industry-specific and macroeconomic variables on commercial bank financial performance: evidence from the Gulf cooperation council countries. Applied Economics Letters, 27 (15), 1284-1288.
Alhassan, A. L., Andoh, C., & Kyereboah-Coleman, A. (2014). Asset quality in a crisis period: An empirical examination of Ghanaian banks. Review of Development Finance, 4 (1), 50-62.
Al-Homaidi, E. A., Tabash, M. I., Farhan, N. H., & Almaqtari, F. A. (2018). Bank-specific and macroeconomic determinants of profitability of Indian commercial banks: A panel data approach. Cogent Economics & Finance, 6 (1), 1548072.
Almaqtari, F. A., Al‐Homaidi, E. A., Tabash, M. I., & Farhan, N. H. (2019). The determinants of profitability of Indian commercial banks: A panel data approach. International Journal of Finance & Economics, 24 (1), 168-185.
Aluko, O. A., & Ajayi, M. A. (2018). Determinants of banking sector development: Evidence from Sub-Saharan African countries. Borsa Istanbul Review, 18 (2), 122-139.
Amankwa, I. A., Awuma, W., Akentara, R. & Nudanu, J. (2024). Macroeconomic determinants of Ghana’s bond market performance. Under review by the International Journal of Multidisciplinary Studies and Innovative Research.
Anbar, A., & Alper, D. (2011). Bank specific and macroeconomic determinants of commercial bank profitability: Empirical evidence from Turkey. Business and economics research journal, 2 (2), 139-152.
Antoun, R., Coskun, A., & Georgiezski, B. (2018). Determinants of financial performance of banks in Central and Eastern Europe. Business and Economic Horizons (BEH), 14 (1232-2019–853), 513–529.
Asare, B. (2015). Evaluation of the financial performance of Ga Rural Bank Limited from 2010-2013 (Doctoral dissertation, University of Cape Coast).
Atuahene, R. A. (2016). Corporate governance and financial performance: Evidence from the Ghanian banking sector (Doctoral dissertation, University of Bradford).
Avortri, C., & Agbanyo, R. (2020). Determinants of management fraud in the banking sector of Ghana: the perspective of the diamond fraud theory. Journal of Financial Crime, 28 (1), 142-155.
Awo, J. P., & Akotey, J. O. (2019). The financial performance of rural banks in Ghana: The generalized method of moments approach. World Journal of Entrepreneurship, Management and Sustainable Development, 15 (1), 2-18.
Bahyaoui, S. (2017). Les Déterminants idiosyncratiques de la performance bancaire au Maroc: Analyse sur données de panel. European Scientific Journal, 13 (13), 57-77.
Banke, N. K., & Yitayaw, M. K. (2022). Deposit mobilization and its determinants: evidence from commercial banks in Ethiopia. Future Business Journal, 8 (1), 1-10.
Beckett, A., Hewer, P., & Howcroft, B. (2000). An exposition of consumer behaviour in the financial services industry. International Journal of Bank Marketing, 18 (1), 15-26.
Brahmaiah, B. &Ranajee, H. (2018). Factors influencing profitability of banks in India. Theoretical Economics Letters, 8 (14), 3046.
Buana, G. K., Hudaefi, F. A., & Caraka, R. E. (2020). Islamic banking performance: A bibliometric review. Preprints. https://doi.org/10.20944/preprints202012.0056.v1.
Caporale, G. M., Lodh, S., & Nandy, M. (2017). The performance of banks in the MENA region during the global financial crisis. Research in International Business and Finance, 42, 583–590.
Carson, D., Gilmore, A., Perry, C., & Gronhaug, K. (2001). Qualitative marketing research. SAGE Publications.
Creswell, J. W. (2014). A concise introduction to mixed methods research. SAGE publications.
Cui, Y., & Cheng, C. (2022). Modern Portfolio Theory and Application in Australia. J. Econ. Bus. Manag, 10, 128-132.
Dang, U. (2011). The CAMEL rating system in banking supervision: A case study. Master’s Thesis. (Unpublished). Helsinki: Arcada University of Applied Sciences International Business
Dembel, M. B. (2020). Factors Affecting the Performance of Commercial Banks - A case study on commercial banks in Ethiopia: CAMEL Ratings. Research Journal of Finance and Accounting, 11 (5), 1-11.
Demsetz, H. (1983). The structure of ownership and the theory of the firm. The Journal of law and economics, 26 (2), 375-390.
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285-296.
Ebenezer, O. O., Omar, W. A., & Kamil, S. (2017). Bank specific and macroeconomic determinants of commercial bank profitability: Empirical evidence from Nigeria. International Journal of Finance and Banking Studies, 6 (1), 25–38.
Ecobank Ghana Plc Annual Report. (2012-2021). Audited financial statements. Ecobank.
Ewool, M., & Atuahene, S. O. (2021). Assessment of financial performance: A case of some financial institutions in Ghana. International Journal of Academic Research in Business and Social Sciences, 11 (7), 1103–1125.
Fahmi, I. (2014). Analisis Kinerja Keuangan. Bandung: Alfabeta.
Fakudze, S. O., Tsegaye, A., & Sibanda, K. (2022). The relationship between financial
development and economic growth in Eswatini (formerly Swaziland). African Journal of Economic and Management Studies, 13 (1), 15-28.
Farhan, S., & Al-Mashhadani, A. (2011). Corporate governance and strategic financial performance of banks. Dar Al-Safa for Publishing and Distribution.
Gonzalez, K. P., Stoner, C., & Jovel, J. E. (2003). Examining the role of social capital in access to college for Latinas: Toward a college opportunity framework. Journal of Hispanic Higher Education, 2 (2), 146-170.
Gyamerah, S., Amo, H. F., & Adomako, S. (2020). Corporate governance and the financial performance of commercial banks in Ghana. Journal of Research in Emerging Markets, 2 (4), 33-47.
Hadriche, M. (2015). Banks performance determinants: Comparative analysis between conventional and Islamic banks from GCC countries. International Journal of Economics and Finance, 7 (9), 169-177.
Hairudin, A., Sifat, I. M., Mohamad, A., & Yusof, Y. (2022). Cryptocurrencies: A survey on acceptance, governance and market dynamics. International Journal of Finance & Economics, 27 (4), 4633-4659.
Hassan, M. K., Sanchez, B., & Yu, J. S. (2011). Financial development and economic growth: New evidence from panel data. The Quarterly Review of Economics and Finance, 51 (1), 88–104.
Jaouad, E., & Lahsen, O. (2018). Factors affecting bank performance: empirical evidence from Morocco. European Scientific Journal, 14 (34), 255-267.
Jensen, M. C. & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of financial economics, 3 (4), 305-360.
Kamukama, N., Kyomuhangi, D. S., Akisimire, R., & Orobia, L. A. (2017). Competitive advantage: Mediator of managerial competence and financial performance of commercial banks in Uganda. African Journal of Economic and Management Studies, 8 (2), 221-234.
Kassem, N. M., & Sakr, A. (2018). The impact of bank-specific characteristics on the profitability of commercial banks in Egypt. Journal of Finance and Bank Management, 6 (2), 76-90.
Kenenisa L, Chawla AS (2015). The effect of bank size and ownership on financial performance of commercial banks in Ethiopia EXCEL. International Journal of Multidisciplinary Management Studies, 5 (8), 57-68.
Koju, L., Koju, R., & Wang, S. (2018). Macroeconomic and bank-specific determinants of nonperforming loans: Evidence from Nepalese banking system. Journal of Central Banking Theory and Practice, 7 (3), 111-138.
Kothari, C. R. (2004). Research methodology: Methods and techniques. New Age International Publishers.
Kouladoum, J. C. (2023). Digital infrastructural development and inclusive growth in Sub-
Saharan Africa. Journal of Social and Economic Development, 25 (2), 403-427.
Kwashie, A. A., Baidoo, S. T., & Ayesu, E. K. (2022). Investigating the impact of credit risk on financial performance of commercial banks in Ghana. Cogent Economics & Finance, 10 (1), 2109281.
Le, T. D., & Ngo, T. (2020). The determinants of bank profitability: A cross-country analysis. Central Bank Review, 20 (2), 65–73.
Liang, J., Gao, X., Zeng, G., Hua, S., Zhong, M., Li, X., & Li, X. (2018). Coupling modern portfolio theory and marxan enhances the efficiency of lesser white-fronted goose’s (Anser erythropus) habitat conservation. Scientific Reports, 8 (1), 1-8.
Lönnqvist, J. (2022). The empirical investigation of the difference between socially responsible and vice investing returns. Master’s Thesis in Finance, School of Accounting & Finance University of Vaasa.
Luft, L., & Omarkhil, H. (2018). Impact of macroeconomic factors on banking profitability. International Finance and Banking, 5 (1), 44–69.
Malhotra, N. K., & Birks, D. F. (2007). Marketing research (3rd ed.). Dentice Hall/Pearson Education.
Markonah, M., & Prasetyo, J. H. (2022). The Impact of Good Corporate Governance on Financial Performance: Evidence from Commercial Banks in Indonesia. The Journal of Asian Finance, Economics and Business, 9 (6), 45-52.
Matthew, N. G., & Laryea, A. E. (2012). A financial performance comparison of foreign vs local banks in Ghana. International Journal of Business and Social Science, 3 (21), 82-87.
Maudos, J. (2017). Income structure, profitability and risk in the European banking sector: The impact of the crisis. Research in International Business and Finance, 39, 85-101.
Mbilla, S., Nyeadi, J. D., Gbegble, M. K., & Ayimpoya, R. N. (2020). Assessing the impact of monitoring, information and communication on banks performance in Ghana. Asian Journal of Economics, Business and Accounting, 14 (3), 58-71.
Meniago, C., & Asongu, S. A. (2018). Revisiting the finance-inequality nexus in a panel of African countries. Research in International Business and Finance, 46, 399-419.
Merriam, S. B. (2009). Qualitative research: A guide to design and implementation (3rd ed). Jossey-Bass.
Muhammad, A. (2015, November). Bank profitability and its determinants in Pakistan: A panel data analysis after financial crisis (MPRA Paper67987). University Library of Munich.
Nguyen, Q. K. (2022). Determinants of bank risk governance structure: A cross-country analysis. Research in International Business and Finance, 60, 101575.
Ntow–Gyamfi, M., & Laryea, A. E. (2012). A financial performance comparison of foreign vs local banks in Ghana. International Journal of Business and Social Science, 3 (21), 82-87.
Nugroho, L., Badawi, A., & Hidayah, N. (2019). Indonesia Islamic Bank Profitability 2010-2017. Shirkah: Journal of Economics and Business, 4 (1), 2503-4243 (e).
Nzioka, C., & Kariuki, P. (2021). Influence of Strategic Internal Factors on Competitive Advantage of Commercial Banks in Nairobi County, Kenya. Journal of International Business and Management, 4 (7), 01-16.
Odame-Gyenti, C. (2021). Banking sector performance: A review of 2021 audited financial statements. Retrieved from: https://thebftonline.com/2022/05/05/banking-sector-performance-a-review-of-2021-audited-financial-statements/#:~:text=The%20Banking%20industry%20headline%20revenue,by%2023.4%25%20year%20on%20year.
Ongore, V. O., & Kusa, G. B. (2013). Determinants of financial performance of commercial banks in Kenya. International Journal of Economics and Financial Issues, 3 (1), 237.
Owusu-Antwi, G., Mensah, L., Crabbe, M., & Antwi, J. (2015). Determinants of bank performance in Ghana, the economic value added (EVA) approach. International Journal of Economics and Finance, 7 (1), 204-215.
Ozili, P. K. (2017). Bank profitability and capital regulation: Evidence from listed and nonlisted banks in Africa. Journal of African Business, 18 (2), 143-168.
Petria, N., Capraru, B., & Ihnatov, I. (2015). Determinants of banks' profitability: Evidence from EU 27 banking systems. Procedia Economics and Finance, 20, 518–524.
Rashid, A., & Jabeen, S. (2016). Analysing performance determinants: Conventional versus Islamic banks in Pakistan. Borsa Istanbul Review, 16 (2), 92–107.
Robin, I., Salim, R., & Bloch, H. (2018). Financial performance of commercial banks in the postreform era: Further evidence from Bangladesh. Economic Analysis and Policy, 58, 43-54.
Saeed, M. S. (2014). Bank-related, industry-related and macroeconomic factors affecting bank profitability: A case of the United Kingdom. Research Journal of Finance and Accounting, 5 (2), 42–50.
Salter, A. W., & Tarko, V. (2019). Governing the banking system: an assessment of resilience based on Elinor Ostrom's design principles. Journal of Institutional Economics, 15 (3), 505-519.
Saona, P. (2016). Intra and-extra bank determinants of Latin American banks' performance. Mexican Journal of Economics and Finance, 11 (1), 1–27.
Sarantakos, S. (1993). Social research (4th ed.). Sydney: Macmillan Education Australia Pty. Ltd.
Sarkar, S., & Rakshit, D. (2021). Factors influencing the performance of commercial banks: A dynamic panel study on India. FIIB Business Review, 1–15.
Saunders, M, Lewis, P. & Thornhill, A. (2016). Research methods for business students (7th ed.). Pearson.
Saunders, M., Lewis, P. & Thornhill, A. (2012). Research methods for business students (7th ed.). Harlow: Prentice Hall Pearson Education.
Sehrish, S., Ding, K. Y. D., & Visaltanachoti, N. (2018). Executives' gender, prospect theory bias and insider trading. . In 30th Asian Finance Association Annual Meeting, Tokyo, Japan, 2018 June 25 (Vol. 27).
Shah, S. Q., & Jan, R. (2014). Analysis of financial performance of private banks in Pakistan. Procedia-Social and Behavioral Sciences, 109, 1021-1025.
Shaturaev, J. (2022). Financing public education in Indonesia. Архив научных исследований, 2(1). извлечено от.
https://journal.tsue.uz/index.php/archive/article/view/1735
Surtee, T. G., & Alagidede, I. P. (2022). A novel approach to using Modern Portfolio Theory. Borsa Istanbul Review, 23 (3), 527-540.
Suresh, C. & Bardastani, K. (2016). Financial performance of selected conventional and Islamic banks In Kingdom of Bahrain–A CAMEL ranking-based approach. European Journal of Economics, Law and Politics, 3 (1), 23-59.
Tan, Y. (2016). The impacts of risk and competition on bank profitability in China. Journal of International Financial Markets, Institutions and Money, 40, 85–110.
Tang, M., Wang, X., Niu, W., Fu, J., & Zhu, M. (2023). How financial development scale and R&D influence regional innovation efficiency: empirical evidence from the financial industry. Environmental Science and Pollution Research, 30, 61257–61270. https://doi.org/10.1007/s11356-021-16862-3.
Tesfaye, B. (2014). The determinants of Ethiopian commercial banks performance. European Journal of Business and Management, 6 (14), 52-62.
Torre Olmo, B., Cantero Saiz, M., & Sanfilippo Azofra, S. (2021). Sustainable Banking, Market Power, and Efficiency: Effects on Banks’ Profitability and Risk. Sustainability, 13 (3), 1298.
Umar, M., Ji, X., Mirza, N., & Rahat, B. (2021). The impact of resource curse on banking efficiency: Evidence from twelve oil producing countries. Resources Policy, 72, 102080.
Ustarz, Y., & Fanta, A. B. (2021). Financial development and economic growth in sub-Saharan
Africa: A sectoral perspective. Cogent Economics & Finance, 9 (1), 1934976.
Whittington, R., & Pany, K. (2010). Principles of auditing and other assurance services.
Zawadi, A. (2013). Efficiency analysis of commercial banks in Tanzania. An application of data envelopment analysis (DEA) approach. European Journal of Business and Management, 5 (31), 193-203.
Yahya, A. T., Akhtar, A., & Tabash, M. I. (2017). The impact of political instability, macroeconomic and bank-specific factors on the profitability of Islamic banks: empirical evidence. Investment Management and Financial Innovations, 14 (4), 30–39.
Yao, H., Haris, M., & Tariq, G. (2018). Profitability determinants of financial institutions: evidence from banks in Pakistan. International Journal of Financial Studies, 6 (2), 53.
Zhang, X., Li, F., & Ortiz, J. (2021). Internal risk governance and external capital regulation affecting bank risk-taking and performance: Evidence from PR China. International Review of Economics & Finance, 74, 276-292.