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Explaining the endogeneity between the credit risk, liquidity risk, and off-balance sheet activities in commercial banks: a case of South Asian economies

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  • Muhammad Farhan Basheer
  • Waeibrorheem Waemustafa
  • Mohamad Helmi Bin Hidthiir
  • Saira Ghulam Hassan

Abstract

The main objective of the current study is explaining the endogeneity among liquidity risk (LIQDR), credit risk (CRDR) and off-balance sheet activities. The balanced panel of 81 banks over a period of five years from 2013-2017 is chosen to investigate achieve the research objectives. Fixed effect and generalised method of momentum panel estimates, followed by a series of diagnostic tests have appeared most appropriate for the study. The findings of the Hausman test have confirmed the presence of endogeneity. Arellano-Bond test for zero autocorrelation are estimated in the generalised method of moments (GMM) analysis of the work in our case. The findings have provided the support that South Asian banks use OBSA for hedging purposes. The LIQDR, and CRDR are in significant positive relationship with each other. The findings of the study have provided more support to the market portfolio theory and finical intermediation theory.

Suggested Citation

  • Muhammad Farhan Basheer & Waeibrorheem Waemustafa & Mohamad Helmi Bin Hidthiir & Saira Ghulam Hassan, 2021. "Explaining the endogeneity between the credit risk, liquidity risk, and off-balance sheet activities in commercial banks: a case of South Asian economies," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 14(2), pages 166-187.
    • Handle: RePEc:ids:ijmefi:v:14:y:2021:i:2:p:166-187
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    1. Muhammad Farhan Basheer & Mohamad Helmi Hidthiir & Waeibrorheem Waemustafa, 2019. "Impact of Bank Regulatory Change and Bank Specific Factors Upon Off-Balance-Sheet Activities Across Commercial Banks in South Asia," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(4), pages 419-431.
    2. J.David Cabedo & José Miguel Tirado, 2004. "The disclosure of risk in financial statements," Accounting Forum, Taylor & Francis Journals, vol. 28(2), pages 181-200, June.
    3. Barry Williams & Laurie Prather, 2010. "Bank risk and return: the impact of bank non‐interest income," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 6(3), pages 220-244, June.
    4. Michael Firth & Wei Li & Steven Shuye Wang, 2016. "The growth, determinants, and profitability of nontraditional activities of Chinese commercial banks," The European Journal of Finance, Taylor & Francis Journals, vol. 22(4-6), pages 259-287, April.
    5. repec:zbw:bofitp:2010_004 is not listed on IDEAS
    6. Muhammad Farhan Basheer & Mohamad Helmi Hidthiir & Waeibrorheem Waemustafa, 2019. "Impact of Bank Regulatory Change and Bank Specific Factors Upon Off-Balance-Sheet Activities Across Commercial Banks in South Asia," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(4), pages 419-431, April.
    7. Thi Canh Nguyen & Dinh Vinh Vo & Van Chien Nguyen, 2015. "Risk and Income Diversification in the Vietnamese Banking System," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 5(1), pages 1-7.
    8. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
    9. Maoyong Cheng & Hong Zhao & Junrui Zhang, 2014. "What precludes the development of noninterest activities in Chinese commercial banks from the perspective of the price of interest activities?," Applied Economics, Taylor & Francis Journals, vol. 46(21), pages 2453-2461, July.
    10. Kai Du & Andrew C. Worthington & Valentin Zelenyuk, 2015. "The dynamic relationship between bank asset diversification and efficiency: Evidence from the Chinese banking sector," CEPA Working Papers Series WP122015, School of Economics, University of Queensland, Australia.
    11. Nathan Foley-Fisher & Stefan Gissler & Stephane Verani, 2019. "Over-the-Counter Market Liquidity and Securities Lending," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 33, pages 272-294, July.
    12. Baltas, Konstantinos N. & Kapetanios, George & Tsionas, Efthymios & Izzeldin, Marwan, 2017. "Liquidity creation through efficient M&As: A viable solution for vulnerable banking systems? Evidence from a stress test under a panel VAR methodology," Journal of Banking & Finance, Elsevier, vol. 83(C), pages 36-56.
    13. Apergis, Nicholas, 2015. "Competition in the banking sector: New evidence from a panel of emerging market economies and the financial crisis," Emerging Markets Review, Elsevier, vol. 25(C), pages 154-162.
    14. An, Ping & Yu, Mengxuan, 2018. "Neglected part of shadow banking in China," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 211-236.
    15. Apergis, Nicholas, 2014. "The long-term role of non-traditional banking in profitability and risk profiles: Evidence from a panel of U.S. banking institutions," Journal of International Money and Finance, Elsevier, vol. 45(C), pages 61-73.
    16. Chatterjee, Ujjal K., 2018. "Bank liquidity creation and recessions," Journal of Banking & Finance, Elsevier, vol. 90(C), pages 64-75.
    17. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    18. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2010. "The effects of focus versus diversification on bank performance: Evidence from Chinese banks," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1417-1435, July.
    19. Papanikolaou, Nikolaos I. & Wolff, Christian C.P., 2014. "The role of on- and off-balance-sheet leverage of banks in the late 2000s crisis," Journal of Financial Stability, Elsevier, vol. 14(C), pages 3-22.
    20. Md. Shahidul Islam & Shin-Ichi Nishiyama, 2016. "The Determinants of Bank Profitability: Dynamic Panel Evidence from South Asian Countries," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 6(3), pages 1-6.
    21. Douglas W. Diamond & Raghuram G. Rajan, 2005. "Liquidity Shortages and Banking Crises," Journal of Finance, American Finance Association, vol. 60(2), pages 615-647, April.
    22. Ing-Haw Cheng & Harrison Hong & José A. Scheinkman, 2015. "Yesterday's Heroes: Compensation and Risk at Financial Firms," Journal of Finance, American Finance Association, vol. 70(2), pages 839-879, April.
    23. Waeibrorheem Waemustafa & Suriani Sukri, 2016. "Systematic and Unsystematic Risk Determinants of Liquidity Risk Between Islamic and Conventional Banks," International Journal of Economics and Financial Issues, Econjournals, vol. 6(4), pages 1321-1327.
    24. DeYoung, Robert & Torna, Gökhan, 2013. "Nontraditional banking activities and bank failures during the financial crisis," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 397-421.
    25. Sabahat, 2017. "Estimating Liquidity Created by Banks in Pakistan," SBP Working Paper Series 86, State Bank of Pakistan, Research Department.
    26. Antoniades, Adonis, 2016. "Liquidity Risk and the Credit Crunch of 2007–2008: Evidence from Micro-Level Data on Mortgage Loan Applications," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(6), pages 1795-1822, December.
    27. Duran, Miguel A. & Lozano-Vivas, Ana, 2013. "Off-balance-sheet activity under adverse selection: The European experience," Journal of Economic Behavior & Organization, Elsevier, vol. 85(C), pages 176-190.
    28. Ana Lozano-Vivas & Fotios Pasiouras, 2014. "Bank Productivity Change and Off-Balance-Sheet Activities Across Different Levels of Economic Development," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(3), pages 271-294, December.
    29. Nan Chen & Xin Liu & David D. Yao, 2016. "An Optimization View of Financial Systemic Risk Modeling: Network Effect and Market Liquidity Effect," Operations Research, INFORMS, vol. 64(5), pages 1089-1108, October.
    30. Piyadasa Edirisuriya & Abeyratna Gunasekarage & Shrimal Perera, 2019. "Product diversification and bank risk: evidence from South Asian banking institutions," Applied Economics, Taylor & Francis Journals, vol. 51(5), pages 444-464, January.
    31. Sijia Wen & Jishan Ma & Yawen Pan & Yuan Qi & Ruizhi Xiong, 2017. "The Impact of Business Scale of ¡°Shadow Banking¡± on Credit Risk of Commercial Banks --Take Ten Domestic Listed Commercial Banks as Examples," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(5), pages 94-105, May.
    32. Perera, Anil & Ralston, Deborah & Wickramanayake, J., 2014. "Impact of off-balance sheet banking on the bank lending channel of monetary transmission: Evidence from South Asia," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 29(C), pages 195-216.
    33. Mostak Ahamed, M., 2017. "Asset quality, non-interest income, and bank profitability: Evidence from Indian banks," Economic Modelling, Elsevier, vol. 63(C), pages 1-14.
    34. Tasawar Nawaz, 2019. "Intellectual capital profiles and financial performance of Islamic banks in the UK," International Journal of Learning and Intellectual Capital, Inderscience Enterprises Ltd, vol. 16(1), pages 87-97.
    35. Xiangnan Meng & Tony Cavoli & Xin Deng, 2018. "Determinants of income diversification: evidence from Chinese banks," Applied Economics, Taylor & Francis Journals, vol. 50(17), pages 1934-1951, April.
    36. Instefjord, Norvald, 2005. "Risk and hedging: Do credit derivatives increase bank risk?," Journal of Banking & Finance, Elsevier, vol. 29(2), pages 333-345, February.
    37. Anil K. Kashyap & Jeremy C. Stein, 2012. "The Optimal Conduct of Monetary Policy with Interest on Reserves," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(1), pages 266-282, January.
    38. Yi-Kai Chen & Chung-Hua Shen & Lanfeng Kao & Chuan-Yi Yeh, 2018. "Bank Liquidity Risk and Performance," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 21(01), pages 1-40, March.
    39. Karim, Dilruba & Liadze, Iana & Barrell, Ray & Davis, E. Philip, 2013. "Off-balance sheet exposures and banking crises in OECD countries," Journal of Financial Stability, Elsevier, vol. 9(4), pages 673-681.
    40. Nijskens, Rob & Wagner, Wolf, 2011. "Credit risk transfer activities and systemic risk: How banks became less risky individually but posed greater risks to the financial system at the same time," Journal of Banking & Finance, Elsevier, vol. 35(6), pages 1391-1398, June.
    41. Mohamad Helmi bin Hidthiir & Muhammad Farhan Basheer & Saira Ghulam Hassan, 2019. "The Simultaneity of Corporate Financial Decisions Under Different Levels of Managerial Ownership: A Case of Pakistani Listed Firms," Research in World Economy, Research in World Economy, Sciedu Press, vol. 10(2), pages 147-159, July.
    42. Khan, Muhammad Saifuddin & Scheule, Harald & Wu, Eliza, 2017. "Funding liquidity and bank risk taking," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 203-216.
    43. Nathan Foley-Fisher & Stefan Gissler & Stephane Verani, 2019. "Over-the-Counter Market Liquidity and Securities Lending," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 33, pages 272-294, July.
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