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Business and Economics > Banks and Banking

You are looking at 1 - 10 of 123 items for :

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  • Bankruptcy; Liquidation x
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Cover IMF Working Papers
Implementing Risk-Based Solvency for Insurers—Lessons from Kenya, Mexico, and South Africa
Peter Windsor
,
Suzette J Vogelsang
,
Christiaan Henning
,
Kerwin Martin
,
Elias Omondi
,
Gerardo Rubio
, and
Jooste Steynberg
International standards and best practice supports the implementation of a risk-based solvency regime in the regulation and supervision of insurers. Several emerging market and developing economies are transitioning to such a solvency regime or planning to do so. This paper discusses Kenya, Mexico, and South Africa’s journey to putting in place a risk-based solvency regime which had several common elements notwithstanding significantly different insurance sectors. The transition was a multi-year project requiring dedicated additional resources; restructuring of the regulator, including redesigning supervisory processes and tools and upgrading information technology systems; and significantly greater coordination between the regulator and the insurance industry.
Keywords:
Insurance; Risk-based Solvency; Risk-based supervision; solvency regime; Penetration rate; RBS project; solvency assessment; RBS implementation; supervision of insurer; Insurance companies; Solvency; Financial statements; Africa; Global
Cover IMF Working Papers
Monitoring Privately-held Firms' Default Risk in Real Time: A Signal-Knowledge Transfer Learning Model
Jorge A Chan-Lau
,
Ruofei Hu
,
Luca Mungo
,
Ritong Qu
,
Weining Xin
, and
Cheng Zhong
We develop a mixed-frequency, tree-based, gradient-boosting model designed to assess the default risk of privately held firms in real time. The model uses data from publicly-traded companies to construct a probability of default (PD) function. This function integrates high-frequency, market-based, aggregate distress signals with low-frequency, firm-level financial ratios, and macroeconomic indicators. When provided with private firms' financial ratios, the model, which we name signal-knowledge transfer learning model (SKTL), transfers insights gained from 35 thousand publicly-traded firms to more than 4 million private-held ones and performs well as an ordinal measure of privately-held firms' default risk.
Keywords:
Default risk; Corporate sector; Privately-held firm; Gradient boosting; Transfer learning; signal-knowledge transfer learning model; publicly-traded firm; gradient-boosting model; transfers insight; held firm; Financial statements; Debt default; Solvency; Credit risk; Europe; North America; Global; Asia and Pacific
Cover Global Financial Stability Notes
The US Banking Sector since the March 2023 Turmoil: Navigating the Aftermath
Tobias Adrian
,
Nassira Abbas
,
Silvia Ramirez
, and
Gonzalo Fernandez Dionis
In March 2023, the US banking sector turmoil sent a shockwave through the global financial system. Silicon Valley Bank (SVB), the 16th largest bank in the country, collapsed in a matter of days, followed by Signature Bank (SBNY) and First Republic Bank (FRB), marking the largest bank failures after Washington Mutual Bank in 2008. Triggered by sizable deposit outflows, this event raised concerns about the soundness of the rest of the US banking sector, in particular, other banks of similar or smaller size with large amounts of uninsured deposits, unrealized losses, and commercial real estate exposures. The March turmoil is a powerful reminder of the challenges posed by the interaction between tighter monetary and financial conditions and the buildup in vulnerabilities—challenges amplified by ineffective interest, liquidity, and credit risk management practices at some banks. This note offers an analysis of the main attributes of the affected banks to assess the extent to which vulnerabilities persist in a weak tail of banks . Furthermore, the note provides a prospective assessment by evaluating the medium-term risks to financial stability posed by this weak tail.
Keywords:
US banking sector; regional banks; bank runs; 2023 banking turmoil; Silicon Valley Bank; Signature Bank; First Republic Bank; bank equity Index; deposit outflow; IMF Library; bank Term funding program; compounds financial conditions; Commercial banks; Distressed institutions; Deposit insurance; Financial sector stability; Liquidity; Global
Cover Regional Economic Outlook, Middle East and Central Asia, October 2023
Regional Economic Outlook, Middle East and Central Asia, October 2023
Building Resilience and Fostering Sustainable Growth
International Monetary Fund. Middle East and Central Asia Dept.

Abstract

Across the Middle East and Central Asia, the combined effects of global headwinds, domestic challenges, and geopolitical risks weigh on economic momentum, and the outlook is highly uncertain. Growth is set to slow this year in the Middle East and North Africa region, driven by lower oil production, tight policy settings in emerging market and middle-income economies, the conflict in Sudan, and other country-specific factors. In the Caucasus and Central Asia, although migration, trade, and financial inflows following Russia’s war in Ukraine continue to support economic activity, growth is set to moderate slightly this year. Looking ahead, economic activity in the Middle East and North Africa region is expected to improve in 2024 and 2025 as some factors weighing on growth this year gradually dissipate, including the temporary oil production cuts. But growth is expected to remain subdued over the forecast horizon amid persistent structural hurdles. In the Caucasus and Central Asia, economic growth is projected to slow next year and over the medium term as the boost to activity from real and financial inflows from Russia gradually fades and deep-seated structural challenges remain unsolved. Inflation is broadly easing, in line with globally declining price pressures, although country-specific factors—including buoyant wage growth in some Caucasus and Central Asia countries—and climate-related events continue to make their mark. Despite some improvement since April, the balance of risks to the outlook remains on the downside. In this context, expediting structural reforms is crucial to boost growth and strengthen resilience, while tight monetary and fiscal policies remain essential in several economies to durably bring down inflation and ensure public debt sustainability.

Keywords:
growth; inflation; public debt; external financing; commodity prices; structural reforms; investment; labor productivity; financial stability; stress testing; governance reform; GCC country; credit market reform; government effectiveness; reform package; Policy space; Emerging and frontier financial markets; Credit; Labor force participation; Middle East and Central Asia; Central Asia and the Caucasus; Middle East; North Africa; oil exporter; IMF staff calculation; CCA bank; sovereign-bank nexus; Fiscal stance; Current account balance; Commercial banks; Oil exports; Global
Cover IMF Working Papers
The Zombie Lending Channel of Monetary Policy
Bruno Albuquerque
and
Chenyu Mao
We uncover a new channel—the zombie lending channel—in the transmission of monetary policy to nonfinancial corporates. This channel originates from the presence of unviable and unproductive (zombie) firms. We identify exogenous variation in monetary conditions around the world by exploiting the international transmission of US monetary policy shocks. We find that tighter monetary policy leads to more favorable credit conditions for zombie firms relative to other firms. Zombies are then able to cut investment and employment by relatively less. This is indicative of evergreening motives by lenders when interest rates rise: lenders face incentives to restructure existing loans of zombie firms to avoid the realization of losses on their balance sheets. Policies that strengthen banks’ balance sheets, that limit banks’ incentives to engage in risky behavior, and laws that allow an efficient resolution of weak firms, may help mitigate zombie lending practices when financial conditions tighten.
Keywords:
Monetary policy; Corporate investment; Zombie firms; Zombie lending; zombie lending channel; monetary policy shock; zombie firm; monetary policy to nonfinancial corporate; zombie definition; Bond yields; Yield curve; Loans; Credit; Sovereign bonds; Global
Cover IMF Working Papers
Macro-Prudential Stress Test Models: A Survey
David Aikman
,
Daniel Beale
,
Adam Brinley-Codd
,
Anne-Caroline Hüser
,
Giovanni Covi
, and
Caterina Lepore
In this paper, we survey the rapidly developing literature on macroprudential stress-testing models. The scope of the survey includes models of contagion between banks, models of contagion within the wider financial system including non-bank financial institutions such as investment funds, and models that emphasise the two-way interaction between the financial sector and the real economy. Our aim is two-fold: first, to provide a reference guide of the state-of-the-art for those developing such models; second, to distil insights from this endeavour for policy-makers using these models. In our view, the modelling frontier faces three main challenges: (a) our understanding of the potential for amplification in sectors of the non-bank financial system during periods of stress, (b) multi-sectoral models of the non-bank financial system to analyse the behaviour of the overall demand and supply of liquidity under stress and (c) stress testing models that incorporate comprehensive two-way interactions between the financial system and the real economy. Emerging lessons for policy-makers are that, for a given-sized shock hitting the system, its eventual impact will depend on (a) the size of financial institutions' capital and liquidity buffers, (b) the liquidation strategies financial institutions adopt when they need to raise cash, and (c) the topology of the financial network.
Keywords:
Stress testing; system-wide models; contagion; systemic risk; market-based finance; real-financial linkages; macro-prudential policy.; bank resilience channel; modelling frontier; bank financial system; models of contagion; variation margin; Asset liquidity; Commercial banks; Liquidity; Solvency; Global
Cover India’s Financial System
India’s Financial System
Building the Foundation for Strong and Sustainable Growth

Abstract

India has experienced a prolonged period of strong economic growth since it embarked on major structural reforms and economic liberalization in 1991, with real GDP growth averaging about 6.6 percent during 1991–2019. Millions have been lifted out of poverty. With a population of 1.4 billion and about 7 percent of the world economic output (in purchasing power parity terms), India is the third largest economy—after the US and China. As such, developments in India have significant global and regional implications, including via spillovers through international trade and global supply chains. At the same time, India’s economic development has not been linear and has been impacted by external and domestic shocks, some directly related to the financial sector. Indeed, India was not spared from external regional and global shocks, such as the Asian financial crisis (1997), the global financial crisis (2008), and more recently, the devastating impact of the COVID-19 pandemic (from 2020) and the war in Ukraine (2022). The economy has also been hit by domestic shocks. The book covers how to strengthen the financial system to support growth and reduce vulnerabilities by discussing the linkages between the financial sector and growth, improvements in bank lending to foster productivity, and measures to further develop India’s corporate bond market. The book reflects on India’s success in leveraging digitalization to foster financial inclusion and highlights how the financial system can help to address climate issues. This book digs deeper into the various facets of India’s financial sector to understand its strengths and opportunities and to elicit policy actions that could help the financial sector better support India’s growth potential.

Keywords:
Growth and financial system; banking; corporate bond markets; macro-financial linkages; volatile capital flows; resolution frameworks; green finance; financial inclusion; monetary policy communication; credit growth; PSB dependence; private sector bank; bank capitalization; corporate bond bond market; Credit; Solvency; Bank credit; Climate finance; Global; Asia and Pacific; South Asia; Europe
Cover IMF Working Papers
The Rise of the Walking Dead: Zombie Firms Around the World
Bruno Albuquerque
and
Roshan Iyer
We build a new dataset of listed and private nonfinancial zombie firms for a large set of Advanced Economies and Emerging Markets over the last two decades. We find that the share of these unproductive and unviable firms has been rising worldwide, especially since the GFC and the Covid-19 pandemic. We show that, perhaps surprisingly, the incidence of zombification is lower among private firms. Lower average survival rates of private firms may explain this phenomenon. We find important negative macrofinancial spillovers from zombie firms: nonzombies’ financial performance is persistently reduced in industries populated with a greater number of zombies. To mitigate these effects, we document that countries with stronger banks, and tighter macroprudential policies tend to have fewer zombies and stronger nonzombies. Strengthening the banking sector may, however, not be sufficient if insolvency frameworks are not well-prepared to deal with the restructuring or insolvency of firms.
Keywords:
Zombie firms; Listed and private firms; Corporate investment; Congestion effects; Macroprudential policies; Panel data; zombie firm; nonfinancial zombie firm; insolvency framework; unviable firm; insolvency of firm; Financial statements; Countercyclical capital buffers; Solvency; Credit; Employment; Global
Cover IMF Working Papers
Understanding and Predicting Systemic Corporate Distress: A Machine-Learning Approach
Ms. Burcu Hacibedel
and
Ritong Qu
In this paper, we study systemic non-financial corporate sector distress using firm-level probabilities of default (PD), covering 55 economies, and spanning the last three decades. Systemic corporate distress is identified by elevated PDs across a large portion of the firms in an economy. A machine-learning based early warning system is constructed to predict the onset of distress in one year’s time. Our results show that credit expansion, monetary policy tightening, overvalued stock prices, and debt-linked balance-sheet weaknesses predict corporate distress. We also find that systemic corporate distress events are associated with contractions in GDP and credit growth in advanced and emerging markets at different degrees and milder than financial crises.
Keywords:
Nonfinancial sector; Probability of default; Early warning systems; Macroprudential policy; balance-sheet weakness; appendix B constructing predictor; distress events; appendix C machine learning model; PD indices; Corporate sector; Banking crises; Credit; Financial statements; Global
Cover Departmental Papers
Assessing Banking Sector Vulnerabilities in the Gulf Cooperation Council in the Wake of COVID-19
Abdullah Al-Hassan
,
Imen Benmohamed
,
Aidyn Bibolov
,
Giovanni Ugazio
, and
Ms. Tian Zhang
The Gulf Cooperation Council region faced a significant economic toll from the COVID-19 pandemic and oil price shocks in 2020. Policymakers responded to the pandemic with decisive and broad measures to support households and businesses and mitigate the long-term impact on the economy. Financial vulnerabilities have been generally contained, reflecting ongoing policy support and the rebound in economic activity and oil prices, as well as banks entering the COVID-19 crisis with strong capital, liquidity, and profitability. The banking systems remained well-capitalized, but profitability and asset quality were adversely affected. Ongoing COVID-19 policy support could also obscure deterioration in asset quality. Policymakers need to continue to strike a balance between supporting recovery and mitigating risks to financial stability, including ensuring that banks’ buffers are adequate to withstand prolonged pandemic and withdrawal of COVID-related policy support measures. Addressing data gaps would help policymakers to further assess vulnerabilities and mitigate sectoral risks.
Keywords:
COVID-19; banking performance; corporates performance; sovereign-banks-economy nexus; bank asset quality; oil price shock; policy support; assessing banking sector vulnerability; C. bank assets quality; Financial statements; Commercial banks; Loans; Credit; Global; Middle East