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Bank-Specific and Macroeconomic Determinants of Profitability: A Revisit of Pakistani Banking Sector under Dynamic Panel Data Approach

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  • Habib-ur Rahman

    (Department of Higher Education (Accounting and Finance), Holmes Institute, Gold Coast, QLD 4217, Australia)

  • Muhammad Waqas Yousaf

    (Pakistan Institute of Development Economics, Islamabad 44000, Pakistan)

  • Nageena Tabassum

    (School of Business, Western Sydney University, Sydney 2000, Australia)

Abstract

This study aims to examine the effect of the bank-specific and macroeconomic determinants of profitability for the banking sector of Pakistan. To incorporate the issues of endogeneity, unobserved heterogeneity, and profit persistence, we apply a generalised method of moments (GMM) technique under the Arellano–Bond framework to a panel of Pakistani banks that covers the period 2003–2017. The results of a dynamic panel data approach reveal that capital adequacy accelerates the profitability of the banking sector in Pakistan. Capital adequacy helps the financial system to absorb any negative shock by reducing the number of bank failures and losses. Conversely, our empirical investigation reveals that the liquidity ratio, business mix indicators, interest rates, and industrial production deteriorates the bank profitability. Liquidity risks enhance the probability of default risks and transmit into the unpaid loans and hence the lower return. Our empirical evidence further reveals that Pakistani banks are not getting any benefit of the economies of scale in terms of financial performance.

Suggested Citation

  • Habib-ur Rahman & Muhammad Waqas Yousaf & Nageena Tabassum, 2020. "Bank-Specific and Macroeconomic Determinants of Profitability: A Revisit of Pakistani Banking Sector under Dynamic Panel Data Approach," IJFS, MDPI, vol. 8(3), pages 1-19, July.
    • Handle: RePEc:gam:jijfss:v:8:y:2020:i:3:p:42-:d:381504
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    as
    1. Willis, Cleve E. & Perlack, Robert D., 1978. "Multicollinearity: Effects, Symptoms, And Remedies," Journal of the Northeastern Agricultural Economics Council, Northeastern Agricultural and Resource Economics Association, vol. 7(1), pages 1-7, April.
    2. Beckmann, Rainer, 2007. "Profitability of Western European banking systems: panel evidence on structural and cyclical determinants," Discussion Paper Series 2: Banking and Financial Studies 2007,17, Deutsche Bundesbank.
    3. Agénor, Pierre-Richard & Flamini, Alessandro, 2022. "Institutional mandates for macroeconomic and financial stability," Journal of Financial Stability, Elsevier, vol. 62(C).
    4. Jacob A. Bikker & Haixia Hu, 2002. "Cyclical patterns in profits, provisioning and lending of banks and procyclicality of the new Basel capital requirements," Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 55(221), pages 143-175.
    5. Athanasoglou, Panayiotis P. & Brissimis, Sophocles N. & Delis, Matthaios D., 2008. "Bank-specific, industry-specific and macroeconomic determinants of bank profitability," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(2), pages 121-136, April.
    6. Jan Bartholdy & Glenn W. Boyle & Roger D. Stover, 1997. "Corporate Capital Structure and Regulation of Bank Equity Holdings: Some International Evidence," Multinational Finance Journal, Multinational Finance Journal, vol. 1(1), pages 63-80, March.
    7. Neelesh Gounder & Parmendra Sharma, 2012. "Determinants of bank net interest margins in Fiji, a small island developing state," Applied Financial Economics, Taylor & Francis Journals, vol. 22(19), pages 1647-1654, October.
    8. Molyneux, Philip & Thornton, John, 1992. "Determinants of European bank profitability: A note," Journal of Banking & Finance, Elsevier, vol. 16(6), pages 1173-1178, December.
    9. Huang, Bwo-Nung & Hwang, M.J. & Yang, C.W., 2008. "Causal relationship between energy consumption and GDP growth revisited: A dynamic panel data approach," Ecological Economics, Elsevier, vol. 67(1), pages 41-54, August.
    10. Santos, João A.C. & Suarez, Javier, 2019. "Liquidity standards and the value of an informed lender of last resort," Journal of Financial Economics, Elsevier, vol. 132(2), pages 351-368.
    11. Giuliana Birindelli & Paola Ferretti & Mariantonietta Intonti & Antonia Iannuzzi, 2015. "On the drivers of corporate social responsibility in banks: evidence from an ethical rating model," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 19(2), pages 303-340, May.
    12. Van Dan Dang, 2019. "Should Vietnamese Banks Need More Equity? Evidence on Risk-Return Trade-Off in Dynamic Models of Banking," JRFM, MDPI, vol. 12(2), pages 1-13, May.
    13. Robert H. Chenhall & Frank Moers, 2007. "The Issue of Endogeneity within Theory-Based, Quantitative Management Accounting Research," European Accounting Review, Taylor & Francis Journals, vol. 16(1), pages 173-196.
    14. Matherat, S., 2008. "Fair value accounting and financial stability: challenges and dynamics," Financial Stability Review, Banque de France, issue 12, pages 53-63, October.
    15. Smirlock, Michael, 1985. "Evidence on the (Non) Relationship between Concentration and Profitability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 69-83, February.
    16. Chakraborty, Indrani, 2010. "Capital structure in an emerging stock market: The case of India," Research in International Business and Finance, Elsevier, vol. 24(3), pages 295-314, September.
    17. Adrian, T. & Shin, H S., 2008. "Liquidity and financial contagion," Financial Stability Review, Banque de France, issue 11, pages 1-7, February.
    18. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    19. Valentina Flamini & Miss Liliana B Schumacher & Mr. Calvin A McDonald, 2009. "The Determinants of Commercial Bank Profitability in Sub-Saharan Africa," IMF Working Papers 2009/015, International Monetary Fund.
    20. Changjun Zheng & Shumaila Meer Perhiar & Naeem Gul Gilal & Faheem Gul Gilal, 2019. "Loan Loss Provision and Risk-Taking Behavior of Commercial Banks in Pakistan: A Dynamic GMM Approach," Sustainability, MDPI, vol. 11(19), pages 1-17, September.
    21. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    22. Shepherd, William G, 1972. "The Elements of Market Structure," The Review of Economics and Statistics, MIT Press, vol. 54(1), pages 25-37, February.
    23. Joshua Abor, 2005. "The effect of capital structure on profitability: an empirical analysis of listed firms in Ghana," Journal of Risk Finance, Emerald Group Publishing, vol. 6(5), pages 438-445, November.
    24. Franklin Allen & Douglas Gale, 2004. "Financial Intermediaries and Markets," Econometrica, Econometric Society, vol. 72(4), pages 1023-1061, July.
    25. Scholtens, Bert & van Wensveen, Dick, 2000. "A critique on the theory of financial intermediation," Journal of Banking & Finance, Elsevier, vol. 24(8), pages 1243-1251, August.
    26. Hanno Beck, 2001. "Banking is essential, banks are not. The future of financial intermediation in the age of the Internet," Netnomics, Springer, vol. 3(1), pages 7-22, June.
    27. Seven, Ünal & Yetkiner, Hakan, 2016. "Financial intermediation and economic growth: Does income matter?," Economic Systems, Elsevier, vol. 40(1), pages 39-58.
    28. Stephen Miller & Athanasios Noulas, 1997. "Portfolio mix and large-bank profitability in the USA," Applied Economics, Taylor & Francis Journals, vol. 29(4), pages 505-512.
    29. Badunenko, Oleg & Kumbhakar, Subal C., 2017. "Economies of scale, technical change and persistent and time-varying cost efficiency in Indian banking: Do ownership, regulation and heterogeneity matter?," European Journal of Operational Research, Elsevier, vol. 260(2), pages 789-803.
    30. Simeon Papadopoulos, 2010. "New evidence on banking efficiency in Europe," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 3(3), pages 280-299.
    31. Tan, Yong, 2017. "The impacts of competition and shadow banking on profitability: Evidence from the Chinese banking industry," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 89-106.
    32. Allen, Franklin & Santomero, Anthony M., 2001. "What do financial intermediaries do?," Journal of Banking & Finance, Elsevier, vol. 25(2), pages 271-294, February.
    33. Berger, Allen N. & Hanweck, Gerald A. & Humphrey, David B., 1987. "Competitive viability in banking : Scale, scope, and product mix economies," Journal of Monetary Economics, Elsevier, vol. 20(3), pages 501-520, December.
    34. Laurence Van Lent, 2007. "Endogeneity in Management Accounting Research: A Comment," European Accounting Review, Taylor & Francis Journals, vol. 16(1), pages 197-205.
    35. Short, Brock K., 1979. "The relation between commercial bank profit rates and banking concentration in Canada, Western Europe, and Japan," Journal of Banking & Finance, Elsevier, vol. 3(3), pages 209-219, September.
    36. Tan, Yong, 2016. "The impacts of risk and competition on bank profitability in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 40(C), pages 85-110.
    37. van Lent, L.A.G.M., 2007. "Endogeneity in management accounting research : A comment," Other publications TiSEM 8bcd5bc8-5fdd-4aa4-9b3f-8, Tilburg University, School of Economics and Management.
    38. Ibrahim El-Sayed Ebaid, 2009. "The impact of capital-structure choice on firm performance: empirical evidence from Egypt," Journal of Risk Finance, Emerald Group Publishing, vol. 10(5), pages 477-487, November.
    39. Yong Tan & Christos Floros & John Anchor, 2017. "The profitability of Chinese banks: impacts of risk, competition and efficiency," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 16(1), pages 86-105, February.
    40. Bourke, Philip, 1989. "Concentration and other determinants of bank profitability in Europe, North America and Australia," Journal of Banking & Finance, Elsevier, vol. 13(1), pages 65-79, March.
    41. Thakor, Anjan V., 2018. "Post-crisis regulatory reform in banking: Address insolvency risk, not illiquidity!," Journal of Financial Stability, Elsevier, vol. 37(C), pages 107-111.
    42. Beaver, WH & Ryan, SG, 2000. "Biases and lags in book value and their effects on the ability of the book-to-market ratio to predict book return on equity," Journal of Accounting Research, Wiley Blackwell, vol. 38(1), pages 127-148.
    43. Kosmas Njanike, 2009. "The Impact of Effective Credit Risk Management on Bank Survival," Annals of the University of Petrosani, Economics, University of Petrosani, Romania, vol. 9(2), pages 173-184.
    44. Xiaoling Song & Xin Deng & Ruixue Wu, 2019. "Comparing the Influence of Green Credit on Commercial Bank Profitability in China and Abroad: Empirical Test Based on a Dynamic Panel System Using GMM," IJFS, MDPI, vol. 7(4), pages 1-16, November.
    45. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    46. Willis, Cleve E. & Perlack, Robert D., 1978. "Multicollinearity: Effects, Symptoms, And Remedies," Northeastern Journal of Agricultural and Resource Economics, Northeastern Agricultural and Resource Economics Association, vol. 0(Number 1), pages 1-7, April.
    47. Eleuterio Vallelado & Paolo Saona, 2011. "An integrated model of capital structure to study the differences in the speed of adjustment to target corporate debt maturity among developed countries," International Journal of Banking, Accounting and Finance, Inderscience Enterprises Ltd, vol. 3(4), pages 258-293.
    48. Naceur, Sami Ben & Omran, Mohammed, 2011. "The effects of bank regulations, competition, and financial reforms on banks' performance," Emerging Markets Review, Elsevier, vol. 12(1), pages 1-20, March.
    49. Haitovsky, Yoel, 1969. "Multicollinearity in Regression Analysis: Comment," The Review of Economics and Statistics, MIT Press, vol. 51(4), pages 486-489, November.
    50. Mohammad I. Jizi & Robert Dixon, 2017. "Are Risk Management Disclosures Informative or Tautological? Evidence from the U.S. Banking Sector," Accounting Perspectives, John Wiley & Sons, vol. 16(1), pages 7-30, March.
    51. Mihail Busu, 2019. "The Role of Renewables in a Low-Carbon Society: Evidence from a Multivariate Panel Data Analysis at the EU Level," Sustainability, MDPI, vol. 11(19), pages 1-16, September.
    52. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    53. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    54. Anari, Ali & Kolari, James, 2016. "Dynamics of interest and inflation rates," Journal of Empirical Finance, Elsevier, vol. 39(PA), pages 129-144.
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