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Measuring banks’ liquidity risk: An option-pricing approach

Journal of Banking & Finance 2020 111, 105703
This paper proposes a new approach to evaluating banks’ liquidity needs, which is not only well-grounded theoretically, but is also easy to apply practically. Within the framework of a global game with imperfect information, we first establish a boundary condition for bank runs and show that there exists a unique Nash equilibrium for bank runs. Using the option-pricing approach, we then obtain a closed-form formula for the value of bank equity with both run risk and insolvency risk. Finally, a bank's optimal liquidity ratio is derived by maximizing the value of bank equity. Using data on Chinese listed banks, we show that the deviation of the actual liquidity ratio from the optimal liquidity ratio in a bank represents a robust proxy for its liquidity risk. An increased liquidity shortfall leads to worsening liquidity problems, and this is particularly pronounced when the liquidity shortfall is high.

Bank market power and financial reporting quality

Journal of Corporate Finance 2024 84, 102530 open access
Joining the debate on the banking sector's impact on the real economy, this study examines the impact of banks' market power on local businesses' financial reporting quality. Based on the market power hypothesis and the information-based hypothesis, we propose four ways the banking market could affect the financial reporting quality. The proposed mechanisms suggest that borrowers and bank lenders face increased market power by implementing different earnings management and monitoring practices. Our documentary evidence suggests that since the banking market deregulation, restrictions on inter- and intra-state banking and branching have been removed, with banks gaining more power and the market becoming more consolidated. Using a large sample of U.S. listed firms from 1995 to 2019, we find a favourable impact of bank market power on corporate financial reporting quality, primarily driven by heightened monitoring by banks with greater market power, supporting the monitoring-stringent conjecture. In addition, this positive relationship is more pronounced among firms heavily reliant on local banks. Our results are robust to a rich set of tests, such as using alternative measurements for financial reporting quality and bank market power, including macroeconomic factors, and considering drastic changes in the bank market structure. We also address the endogeneity concerns and test the robustness of our key findings in a loan syndication setting. Our research suggests that facing increased bank market concentration and power, firms must pay additional attention to their financial reporting, which is widely used to access external finance.