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Harun Mirza

16 September 2024
OCCASIONAL PAPER SERIES - No. 356
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Abstract
This study assesses euro area banks’ profitability using granular stress test data from three EU-wide exercises, coordinated by the European Banking Authority, that took place in 2016, 2018, and 2021. We propose a credit portfolio-level risk-adjusted return on assets for the euro area as a whole and for individual countries to assess the profitability of lending activities among euro area banks. Using banks’ own projections under the adverse scenarios of the stress test exercises for a consistent sample of euro area banks, we aim to uncover the effect of severe macroeconomic and financial conditions on the profitability of the various portfolios. We investigate how many country portfolios switch from profitable to loss-making under adverse conditions and show that this number peaks in the 2018 stress test exercise, while the 2021 exercise yields the lowest overall profitability. Overall, around 30% of exposures become unprofitable under stress conditions across the latest two exercises (compared to 20% for the 2016 exercise), mostly concentrated in the non-financial corporations (NFC) segment and, to a lesser extent, in the financial and mortgage portfolios. We also show in a regression analysis that the yield curve is an important determinant of portfolio-level profitability in a stress test setting, while the unemployment rate seems to be relevant in determining portfolio switches and GDP growth seems to influence the change in profitability. The results also point to some portfolio heterogeneity.
27 February 2024
OCCASIONAL PAPER SERIES - No. 342
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Abstract
The introduction of the Securities Financing Transactions Regulation into EU law provides a unique opportunity to obtain an in-depth understanding of repo markets. Based on the transaction-level data reported under the regulation, this paper presents an overview and key facts about the euro area repo market. We start by providing a description of the dataset, including its regulatory background, as well as highlighting some of its advantages for financial stability analysis. We then go on to present three sets of findings that are highly relevant to financial stability and focus on the dimensions of the different market segments, counterparties, and collateral, including haircut practices. Finally, we outline how the data reported under the regulation can support the policy work of central banks and supervisory authorities. We demonstrate that these data can be used to make several important contributions to enhancing our understanding of the repo market from a financial stability perspective, ultimately assisting international efforts to increase repo market resilience.
JEL Code
G10 : Financial Economics→General Financial Markets→General
G18 : Financial Economics→General Financial Markets→Government Policy and Regulation
G23 : Financial Economics→Financial Institutions and Services→Non-bank Financial Institutions, Financial Instruments, Institutional Investors
23 November 2020
WORKING PAPER SERIES - No. 2491
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Abstract
The assets under management of investment funds have soared in recent years, triggering a debate on their possible implications for financial stability. We contribute to this debate assessing the asset price impact of fire sales in a novel partial equilibrium model of euro area funds and banks calibrated over the period between 2008 and 2017. An initial shock to yields causes funds to sell assets to address investor redemptions, while both banks and funds sell assets to keep their leverage constant. These fire sales generate second-round price effects. We find that the potential losses due to the price impact of fire sales have decreased over time for the system. The contribution of funds to this impact is lower than that of banks. However, funds’ relative contribution has risen due to their increased assets under management and banks’ lower leverage and rebalancing towards loans. Should this trend continue, funds will become an increasingly important source of systemic risk.
JEL Code
G1 : Financial Economics→General Financial Markets
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages
G23 : Financial Economics→Financial Institutions and Services→Non-bank Financial Institutions, Financial Instruments, Institutional Investors
2 July 2019
OCCASIONAL PAPER SERIES - No. 226
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Abstract
This paper presents an approach to a macroprudential stress test for the euro area banking system, comprising the 91 largest euro area credit institutions across 19 countries. The approach involves modelling banks’ reactions to changing economic conditions. It also examines the effects of adverse scenarios on economies and the financial system as a whole by acknowledging a broad set of interactions and interdependencies between banks, other market participants, and the real economy. Our results highlight the importance of the starting level of bank capital, bank asset quality, and banks’ adjustments for the propagation of shocks to the financial sector and real economy.
JEL Code
E37 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Forecasting and Simulation: Models and Applications
E58 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Central Banks and Their Policies
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages
G28 : Financial Economics→Financial Institutions and Services→Government Policy and Regulation
29 November 2018
FINANCIAL STABILITY REVIEW - ARTICLE
Financial Stability Review Issue 2, 2018
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Abstract
On aggregate, bank profitability in the euro area has improved in recent quarters along with the cyclical recovery. However, the level of earnings for many banks is still below that required by investors and bank profitability is still vulnerable to a possible turnaround in the business cycle. This special feature looks at possible avenues for banks to reach more sustainable levels of profitability in the future. It highlights the need to overcome structural challenges in the form of low cost-efficiency, limited revenue diversification and high stocks of legacy assets (in some jurisdictions).
JEL Code
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages
G24 : Financial Economics→Financial Institutions and Services→Investment Banking, Venture Capital, Brokerage, Ratings and Ratings Agencies
E58 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Central Banks and Their Policies
E44 : Macroeconomics and Monetary Economics→Money and Interest Rates→Financial Markets and the Macroeconomy
27 February 2017
WORKING PAPER SERIES - No. 2029
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Abstract
This paper uses panel econometric techniques to estimate a macro- nancial model for fee and commission income over total assets for a broad sample of euro area banks. Using the estimated parameters, it conducts a scenario analysis projecting the fee and commission income ratio over a three years horizon conditional on the baseline and adverse macro-economic scenarios used in the 2016 EU-wide stress test.The results indicate that the fee and commission income ratio is varying in particular with changes in its own lag, the short-term interest rate, stock market returns and real GDP growth. They also show that the fee and commission income ratio projections are more conservative under the adverse scenario than under the baseline scenario. These findings suggest that stress tests assuming scenario-independent fee and commission income projections are likely to be flawed.
JEL Code
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages
G17 : Financial Economics→General Financial Markets→Financial Forecasting and Simulation
G01 : Financial Economics→General→Financial Crises
24 November 2016
FINANCIAL STABILITY REVIEW - ARTICLE
Financial Stability Review Issue 2, 2016
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Abstract
The euro area banking sector is faced with cyclical and structural challenges, which are hampering many banks’ ability to generate sustainable profits. In particular, the prolonged period of low nominal growth and low yields compresses net interest income, which traditionally has been (and still is) euro area banks’ main source of income. One way for banks to compensate for compressed net interest margins could be to adapt their business models, moving towards more fee and commission-generating activities. This article discusses the challenges involved in boosting fee and commission income and highlights some of the potential financial stability implications related to a greater reliance on these income sources.
JEL Code
G00 : Financial Economics→General→General