KEYWORDS

COVID, System GMM, Risk, Stability, Efficiency

REFERENCES

[1] World-bank, "World Bank data set," W. Bank, Ed., ed, (2020)
[2] B. N. Ashraf, "Economic Impact of Government Actions to Control COVID-19 Pandemic: Evidence from Financial Markets," Available at SSRN 3628693, (2020)
[3] A. M. Al-Awadhi, K. Al-Saifi, A. Al-Awadhi, and S. Alhamadi, "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, pp. 100326, (2020)
[4] D. Zhang, M. Hu, and Q. Ji, "Financial markets under the global pandemic of COVID-19," Finance Research Letters, pp.101528, (2020)
[6] E. Onali, "Covid-19 and stock market volatility," Available at SSRN 3571453, (2020)
[7] C. Zheng, A. D. Gupta, and S. Moudud-Ul-Huq, "Do human capital and cost efficiency affect risk and capital of commercial banks? An empirical study of a developing country," Asian Economic and Financial Review, vol.8, pp.22-37, (2018)
[8] C. Zheng, A. D. Gupta, and S. Moudud-Ul-Huq, "Do market competition and development indicators matter for banks’ risk, capital and efficiency relationship?," International Journal of Financial Engineering, vol. 4, p. 1750027, (2017) DOI: 10.1142/S242478631750027X(CrossRef)(Google Scholar)
[9] A. D. Gupta, "Concurrent relationship of risk, capital and efficiency of commercial banks: Evidence from a developing country," Ph.D. Thesis, Public Finance, Huazhong University of Science and Technology, (2018)
[10] C. Zheng, A. D. Gupta, and S. Moudud-Ul-Huq, "Effect of human capital efficiency on bank risk-taking behavior and capital regulation: empirical evidence from a developing country," Asian Economic and Financial Review, vol. 8, pp. 231-247, (2018) DOI:10.18488/journal.aefr.2018.82.231.247(CrossRef)(Google Scholar)
[11] C.-Y. Park and K. Shin, "COVID-19, nonperforming loans, and cross-border bank lending," Journal of Banking & Finance, vol.133, pp.106233, (2021)
[12] T. Beck and J. Keil, "Have banks caught corona? Effects of COVID on lending in the US," Journal of Corporate Finance, vol.72, pp.102160, (2022)
[13] L. Katusiime, "COVID 19 and bank profitability in low income countries: the case of Uganda," Journal of Risk and Financial Management, vol.14, pp.588, (2021)
[14] M. Elnahass, V. Q. Trinh, and T. Li, "Global banking stability in the shadow of Covid-19 outbreak," Journal of International Financial Markets, Institutions and Money, vol.72, p.101322, (2021)
[15] O. F. Atayah, M. M. Dhiaf, K. Najaf, and G. F. Frederico, "Impact of COVID-19 on financial performance of logistics firms: evidence from G-20 countries," Journal of Global Operations and Strategic Sourcing, (2021)
[16] M. F. Garib and G. S. Kumar, "A Retrospective Study on Post-COVID Challenges on Indian Financial and Business Sector," Journal of Xidian University, vol.14, pp.720-728, (2020)
[17] A. Svejdova, "How is the COVID-19 pandemic affecting the operating performance of commercial banks in the United States?," University of New York in PragueUniversity of New York in Prague, School of Business, (2021)
[18] E. Kulińska-Sadłocha, M. Marcinkowska, and J. Szambelańczyk, "The impact of pandemic risk on the ctivity of banks based on the Polish banking sector in the face of COVID-19," BANK, pp.31, (2020)
[19] A. Demirguc-Kunt, A. Pedraza, and C. Ruiz-Ortega, "Banking sector performance during the covid-19 crisis," Journal of Banking & Finance, pp.106305, (2021)
[20] B. Barua and S. Barua, "COVID-19 implications for banks: evidence from an emerging economy," SN Business & Economics, vol.1, pp.1-28, (2021)
[21] M. S. Rizwan, G. Ahmad, and D. Ashraf, "Systemic risk, Islamic banks, and the COVID-19 pandemic: An empirical investigation," Emerging Markets Review, pp.100890, (2022)
[22] M. K. Hassan, M. R. Rabbani, and M. A. M. Ali, "Challenges for the Islamic Finance and banking in post COVID era and the role of Fintech," Journal of Economic Cooperation & Development, vol. 41, pp. 93-116, (2020)
[23] X. Li, H. Feng, S. Zhao, and D. A. Carter, "The effect of revenue diversification on bank profitability and risk during the COVID-19 pandemic," Finance Research Letters, pp.101957, (2021)
[24] M. R. Marcu, "The impact of the COVID-19 pandemic on the banking sector," Management Dynamics in the Knowledge Economy, vol.9, pp.205-223, (2021)
[25] E. Demir and G. O. Danisman, "Banking sector reactions to COVID-19: The role of bank-specific factors and government policy responses," Research in International Business and Finance, vol.58, pp.101508, (2021)
[26] Y. Duan, S. El Ghoul, O. Guedhami, H. Li, and X. Li, "Bank systemic risk around COVID-19: A cross-country analysis," Journal of Banking & Finance, vol.133, pp.106299, (2021)
[27] F. Flögel and S. Gärtner, "The COVID‐19 Pandemic and Relationship Banking in Germany: Will Regional Banks Cushion an Economic Decline or is A Banking Crisis Looming?," Tijdschrift voor economische en sociale geografie, vol.111, pp.416-433, (2020)
[28] H. Chaibi and Z. Ftiti, "Credit Risk Determinants: Evidence From A Cross-Country Study," Research in International Business & Finance, vol. 33, pp. 1-16, (2015)
[29] A. D. Gupta and A. Yesmin, "EFFECT of risk and market competition on efficiency of commercial banks: does ownership matter?" Journal of Business Economics and Finance, vol.11, pp.22-42, (2022)
[30] A. D. Roy, "Safety first and the holding of assets," Econometrica: Journal of the Econometric Society, pp.431-449
[31] A. Kasman and O. Carvallo, "Financial stability, competition and efficiency in Latin American and Caribbean banking," Journal of Applied Economics, vol. XVII, pp. 301-324, (2014) DOI:10.1016/S1514-0326(14)60014-3(CrossRef)(Google Scholar)
[32] A. D. Gupta, I. Sultana, and D. Das, "Do Competition, Size, and Development Indicators Matter for the Efficiency of BRICS Banks?," Journal of Finance and Economics, vol.9, pp.53-64, (2021)
[33] C. W. Sealey and J. T. Lindley, "Inputs, outputs, and a theory of production and cost at depository financial institutions," Journal of Finance, vol.32, pp.1251-1266, (1977) DOI:10.1111/j.1540-6261.1977.tb03324.x(CrossRef)(Google Scholar)
[34] T. J. Coelli, "A Guide to Frontier Version 4.1: A Computer Program for Frontier Production Function Estimation," CEP A Working Paper No. 96/07, Department of Econometrics, University of New England, Armidale
[35] Y. Tan and C. Floros, "Risk, capital and efficiency in Chinese banking," Journal of International Financial Markets, Institutions and Money, vol. 26, pp. 378-393, (2013) DOI: 10.1016/j.intfin.2013.07.009(CrossRef)(Google Scholar)
[36] A. Das Gupta, N. Sarker, and M. Rifat Rahman, "Relationship among cost of financial intermediation, risk, and efficiency: Empirical evidence from Bangladeshi commercial banks," Cogent Economics & Finance, vol. 9, p. 1967575, (2021) DOI: 10.1080/23322039.2021.1967575(CrossRef)(Google Scholar)
[37] A. D. Gupta and S. Moudud-Ul-Huq, "Do competition and revenue diversification have significant effect on risk-taking? Empirical evidence from BRICS banks," International Journal of Financial Engineering, vol. 7, p. 2050007, (2020) DOI: 10.1142/S2424786320500073(CrossRef)(Google Scholar)
[38] P. Abedifar, P. Molyneux, and A. Tarazi, "Risk in Islamic banking," Review of Finance, vol. 17, pp. 2035-2096, (2013)
[39] M. E. Javaid, "Bank specific and macroeconomic determinants of bank profitability," Journal of Management, vol.10, pp.38-54, (2016)
[40] T. Deelchand and C. Padgett, "The relationship between risk, capital and efficiency: evidence from Japanese cooperative banks. ICMA Centre in Finance," Working Paper DP2009–122009
[41] C. C. Lee, M. F. Hsieh, and S. J. Yang, "The relationship between revenue diversification and bank performance: Do financial structures and financial reforms matter?," Japan and the World Economy, vol.29, pp.18-35, (2014) DOI:10.1016/j.japwor.2013.11.002(CrossRef)(Google Scholar)
[42] V. Aebi, G. Sabato, and M. Schmid, "Risk management, corporate governance, and bank performance in the financial crisis," Journal of Banking & Finance, vol.36, pp.3213-3226, (2012)
[43] Y. Altunbas, S. Carbo, E. P. Gardener, and P. Molyneux, "Examining the relationships between capital, risk and efficiency in European banking," European Financial Management, vol.13, pp. 49-70, (2007)
[44] 1. Bougatef and N. Mgadmi, "The impact of prudential regulation on bank capital and risk-taking: The case of MENA countries," Spanish Review of Financial Economics, vol.14, pp.51-56, (2016)
[45] A. D. Gupta and T. Akter, "Bidirectional relationship between risk and capital: Empirical evidence from Bangladesh," The Chittagong University Journal of Business Administration., vol.31, pp.201-220, (2020)
[46] W. Soedarmono, F. Machrouh, and A. Tarazi, "Bank market power, economic growth and financial stability: Evidence from Asian banks," Journal of Asian Economics, vol.22, pp.460-470, (2011)
[47] A. Mongid, I. M. Tahir, and S. Haron, "The Relationship between Inefficiency, Risk and Capital: Evidence from Commercial Banks in ASEAN," Int. Journal of Economics and Management, vol.6, pp.58-74, (2012)
[48] S. Moudud-Ul-Huq, "Does bank competition matter for performance and risk-taking? Empirical evidence from BRICS countries," International Journal of Emerging Markets, vol.16, pp.409-447, (2020) DOI: 10.1108/IJOEM-03-2019-0197
[49] S. Kwan and R. A. Eisenbeis, "Bank Risk, Capitalization, and Operating Efficiency," Journal of Financial Services Research, vol.12:2/3, pp.117-131
[50] C. Girardone, P. Molyneux, and E. P. M. Gardener, "Analysing the determinants of bank efficiency: the case of Italian banks," Applied Economics, vol.36, pp.215-227, (2004) DOI: 10.1080/0003684042000175334(CrossRef)(Google Scholar)
[51] M. Niţoi and C. Spulbar, "An Examination of Banks’ Cost Efficiency in Central and Eastern Europe," Procedia Economics and Finance, vol.22, pp.544-551, (2015) DOI: 10.1016/s2212-5671(15)00256-7(CrossRef)(Google Scholar)
[52] M. Arellano and O. Bover, "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, vol.68, pp.29-51, (1995) DOI: 10.1016/0304-4076(94)01642-D(CrossRef)(Google Scholar)
[53] R. Blundell and S. Bond, "GMM estimation with persistent panel data: an application to production functions," Econometric reviews, vol. 19, pp. 321-340
[54] S. Nickell, "Biases in dynamic models with fixed effects," Econometrica: Journal of the econometric society, vol.49, pp.1417-1426, (1981) DOI: 10.2307/1911408(CrossRef)(Google Scholar)
[55] J. F. Kiviet, "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, vol.68, pp.53-78, (1995) DOI: 10.1016/0304-4076(94)01643-E(CrossRef)(Google Scholar)
[56] M. Arellano and S. Bond, "Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations," The review of economic studies, vol.58, pp.277-297
[57] D. Roodman, "How to do xtabond2: An introduction to difference and system GMM in Stata " The Stata Journal, vol.9, pp.86-136, (2009)
[58] M. A. Alvi, K. Akhtar, and A. Rafique, "Does efficiency play a transmission role in the relationship between competition and stability in the banking industry? New evidence from South Asian economies," Journal of Public Affairs, vol.21, (2021) DOI:10.1002/pa.2678(CrossRef)(Google Scholar)
[59] S. C. Ahn and P. Schmidt, "Efficient estimation of models for dynamic panel data," Journal of Econometrics, vol. 68, pp. 5-27, (1995) DOI: 10.1016/0304-4076(94)01641-C(CrossRef)(Google Scholar)
[60] R. Blundell and S. Bond, "Initial conditions and moment restrictions in dynamic panel data models. ," Journal of Econometrics, vol. 87, pp. 115-143, (1998) DOI: 10.1016/S0304-4076(98)00009-8(CrossRef)(Google Scholar)
[61] S. B. Naceur and M. Kandil, "The impact of capital requirements on banks’ cost of intermediation and performance: The case of Egypt," Journal of Economics and Business, vol.61, pp.70-89, (2009)
[62] B. Rakshit and S. Bardhan, "Bank Competition and its Determinants: Evidence from Indian Banking," International Journal of the Economics of Business, vol. 26, pp. 283-313, (2019) DOI: 10.1080/13571516.2019.1592995(CrossRef)(Google Scholar)
[63] Z. Isshaq, G. A. Bokpin, and B. Amoah, "Efficiency and risk-taking behaviour of Ghanaian banks," in Finance and Development in Africa, ed: Emerald Group Publishing Limited, (2012)
[64] N. T. K. Chi, "Environmentally responsible behaviour in outdoor recreation: the moderating impact of COVID-19 related risk perception," Journal of Tourism Futures, (2022)
[65] M. B. Khalily, M. J. Uddin, T. Sultana, N. U. H. A. Chy, and Z. Barua, "Coping with the economic effects of COVID-19: An evidence from the Bangladesh labour market," SN Business & Economics, vol.3, p.132, (2023)
[66] N. Wijaya and P. Rahmayanti, "The role of innovation capability in mediation of COVID-19 risk perception and entrepreneurship orientation to business performance," Uncertain Supply Chain Management, vol.11, pp.227-236, (2023)
[67] C. D. Kien and N. H. That, "Innovation capabilities in the banking sector post-COVID-19 period: the moderating role of corporate governance in an emerging country," International Journal of Financial Studies, vol.10, pp.42, (2022)
[68] I. Gallego‐Álvarez and M. C. Pucheta‐Martínez, "Corporate social responsibility reporting and corporate governance mechanisms: An international outlook from emerging countries," Business Strategy & Development, vol.3, pp.77-97, (2020)
[69] R. Gulati and H. Singh, "The architecture of cooperation: Managing coordination costs and appropriation concerns in strategic alliances," Administrative science quarterly, pp.781-814
[70] E. Peni and S. Vähämaa, "Did good corporate governance improve bank performance during the financial crisis?," Journal of Financial Services Research, vol. 41, pp. 19-35, (2012)
[71] K. Spong and R. J. Sullivan, "Corporate governance and bank performance," Corporate Governance in Banking. A Global Perspective, Edward Elgar, pp.40-61, (2007)
[72] J. Paniagua, R. Rivelles, and J. Sapena, "Corporate governance and financial performance: The role of ownership and board structure," Journal of Business Research, vol.89, pp.229-234, (2018)
[73] A. M. Almalki and K. I. Batayneh, "The relationship between inflation and financial development in Saudi Arabia," The Journal of Developing Areas, vol.49, pp.321-332, (2015)
[74] H. Cetin, "Inflation and bank profitability: G20 countries banks panel data analysis," in Proceedings of the 2019 International Conference on Management Science and Industrial Engineering, pp.168-172, (2019)
[75] K. Batayneh, W. Al Salamat, and M. Q. Momani, "The impact of inflation on the financial sector development: Empirical evidence from Jordan," Cogent economics & finance, vol.9, pp.1970869, (2021)
[76] G. Batsinda and J. Shukla, "Inflation and profitability of commercial banks in Rwanda: A case study of bank of Kigali," International Journal of Business and Management, vol.14, pp.35-43
[77] A. Y. Almansour, H. M. Alzoubi, B. Y. Almansour, and Y. M. Almansour, "The effect of inflation on performance: an empirical investigation on the banking sector in Jordan," The Journal of Asian Finance, Economics and Business, vol.8, pp.97-102, (2021)
[78] C. C. Lagat and D. M. Nyandema, "The influence of foreign exchange rate fluctuations on the financial performance of commercial banks listed at the Nairobi Securities Exchange," British journal of marketing studies, vol.4, pp.1-11, (2016)
[79] F. J. Hasanov, N. Bayramli, and N. Al-Musehel, "Bank-specific and macroeconomic determinants of bank profitability: Evidence from an oil-dependent economy," International Journal of Financial Studies, vol.6, pp.78, (2018)
[80] K. Ghurtskaia, "Macroeconomic determinants of bank profitability: Evidence from Georgia," Ecoforum, vol.7, pp.0-0, (2018)
[81] M. A. Bushashe, "Determinants of private banks performance in Ethiopia: A partial least square structural equation model analysis (PLS-SEM)," Cogent Business & Management, vol.10, pp.2174246, (2023)
[81] M. A. Bushashe, "Determinants of private banks performance in Ethiopia: A partial least square structural equation model analysis (PLS-SEM)," Cogent Business & Management, vol.10, pp.2174246, (2023)
[83] B. W. Mazviona, M. Dube, and T. Sakahuhwa, "An analysis of factors affecting the performance of insurance companies in Zimbabwe," Journal of Finance and Investment Analysis, vol.6, pp.1-21, (2017)
[84] M. O’Connell, "Bank-specific, industry-specific and macroeconomic determinants of bank profitability: evidence from the UK," Studies in Economics and Finance, vol.40, pp.155-174, (2023)
[85] A. Alfadli and H. Rjoub, "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, vol. 27, pp. 1284-1288, (2020)
[86] Y. N. Isayas, "Determinants of banks’ profitability: Empirical evidence from banks in Ethiopia," Cogent economics & finance, vol. 10, p. 2031433, (2022)
[87] A. Trujillo-Ponce, "What determines the profitability of banks? Evidence from Spain," Accounting & Finance, vol. 53, pp. 561-586, (2013) DOI:10.1111/j.1467-629X.2011.00466.x(CrossRef)(Google Scholar)
[88] T. K. Balango and M. Rao, "The effect of NPL on profitability of banks with reference to commercial bank of Ethiopia," Business and Management Research Journal, vol.7, pp.45-50, (2017)
[89] M. M. Rahman, M. K. Hamid, and M. A. M. Khan, "Determinants of bank profitability: Empirical evidence from Bangladesh," International journal of business and management, vol.10, pp.135, (2015)
[90] A. Dietrich and G. Wanzenried, "The determinants of commercial banking profitability in low-, middle-, and high-income countries," The Quarterly Review of Economics and Finance, vol.54, pp.337-354, (2014) DOI:10.1016/j.qref.2014.03.001(CrossRef)(Google Scholar)
[91] C. Staikouras, E. Mamatzakis, and A. Koutsomanoli-Filippaki, "Cost efficiency of the banking industry in the South Eastern European region," Journal of International Financial Markets, Institutions and Money, vol.18, pp.483-497, (2008) DOI:10.1016/j.intfin.2007.07.003(CrossRef)(Google Scholar)
[92] P. P. Athanasoglou, S. N. Brissimis, and M. D. Delis, "Bank-specific, industry-specific and macroeconomic determinants of bank profitability," Journal of International Financial Markets, Institutions and Money, vol.18, pp.121-136, (2008) DOI:10.1016/j.intfin.2006.07.001(CrossRef)(Google Scholar)
[93] M. M. Migdadi, "Knowledge management, customer relationship management and innovation capabilities," Journal of Business & Industrial Marketing, vol.36, pp.111-124, (2021)
[94] B. S. Black, I. Love, and A. Rachinsky, "Corporate governance indices and firms' market values: Time series evidence from Russia," Emerging Markets Review, vol.7, pp.361-379, (2006)
[95] E. M. Tachizawa and C. Y. Wong, "The performance of green supply chain management governance mechanisms: A supply network and complexity perspective," Journal of Supply Chain Management, vol.51, pp.18-32, (2015)
[96] J. Henseler, G. Hubona, and P. A. Ray, "Using PLS path modeling in new technology research: updated guidelines," Industrial management & data systems, vol.116, pp.2-20, (2016)
[97] J. F. Hair, C. M. Ringle, and M. Sarstedt, "PLS-SEM: Indeed a silver bullet," Journal of Marketing theory and Practice, vol.19, pp.139-152, (2011)
[98] O. Götz, K. Liehr-Gobbers, and M. Krafft, "Evaluation of structural equation models using the partial least squares (PLS) approach," in Handbook of partial least squares: Concepts, methods and applications, ed: Springer, 2009, pp.691-711
[99] L.-Y. Leong, T.-S. Hew, K.-B. Ooi, V.-H. Lee, and J.-J. Hew, "A hybrid SEM-neural network analysis of social media addiction," Expert Systems with Applications, vol.133, pp.296-316, (2019)
[100] Z. Barua and A. Barua, "Modeling the predictors of mobile health adoption by Rohingya Refugees in Bangladesh: An extension of UTAUT2 using combined SEM-Neural network approach," Journal of Migration and Health, vol.8, pp.100201, (2023)
[101] X.-M. Loh, V.-H. Lee, G. W.-H. Tan, K.-B. Ooi, and Y. K. Dwivedi, "Switching from cash to mobile payment: what's the hold-up?," Internet Research, vol.31, pp.376-399, (2021)
[102] R. P. Bagozzi, Y. Yi, and L. W. Phillips, "Assessing construct validity in organizational research," Administrative science quarterly, pp.421-458
[102] R. P. Bagozzi, Y. Yi, and L. W. Phillips, "Assessing construct validity in organizational research," Administrative science quarterly, pp.421-458
[104] J. Henseler, C. M. Ringle, and R. R. Sinkovics, "The use of partial least squares path modeling in international marketing," in New challenges to international marketing. vol. 20, ed: Emerald Group Publishing Limited, 2009, pp.277-319
[105] C. Fornell and D. F. Larcker, "Evaluating structural equation models with unobservable variables and measurement error," Journal of marketing research, vol.18, pp.39-50
[106] B. Efron and R. J. Tibshirani, An introduction to the bootstrap: CRC press
[107] B. T. T. Dao and K. A. Nguyen, "Bank capital adequacy ratio and bank performance in Vietnam: A simultaneous equations framework," The Journal of Asian Finance, Economics and Business (JAFEB), vol.7, pp.39-46, (2020)
[107] B. T. T. Dao and K. A. Nguyen, "Bank capital adequacy ratio and bank performance in Vietnam: A simultaneous equations framework," The Journal of Asian Finance, Economics and Business (JAFEB), vol.7, pp.39-46, (2020)

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