Corporate bond liquidity before and after the onset of the subprime crisis

We analyze liquidity components of corporate bond spreads during 2005-2009 using a new robust illiquidity measure. The spread contribution from illiquidity increases dramatically with the onset of the subprime crisis. The increase is slow and persistent for investment grade bonds while the effect is stronger but more short-lived for speculative grade bonds. Bonds become less liquid when financial distress hits a lead underwriter and the liquidity of bonds issued by financial firms dries up under crises. During the subprime crisis, flight-to-quality is confined to AAA-rated bonds.     

Capital regulation,deposit insurance and bank risk: International evidence from normal and crisis periods

In this paper, we examine the impact of capital regulation on bank risk and the moderating role of deposit insurance on the relationship between capital regulation and bank risk during both normal and crisis periods. Using an international sample of banks from 111 countries, our results show that stringent capital regulation reduces bank default risk, in general, during normal growth period, and this effect is not conditioned by the existence of explicit deposit insurance. Further, stringent capital regulation in place during the pre-crisis period reduces bank default risk during the crisis period, and this effect is stronger for countries with explicit deposit insurance during the pre-crisis period. These results have important policy implications to design the optimal bank regulations.     

The impact of opacity on bank valuation during the global financial crisis: A channel analysis

Prior literature suggests that opacity in the banking industry is mainly caused by a lack of informativeness in the assessment of the quality of bank assets. Examining a sample of bank holding companies in the United States, we find that there is a negative relationship between opacity and bank valuation during the 2007–2009 global financial crisis. We further attempt to identify two potential channels through which opacity negatively affects bank valuation during the financial crisis: a cash flow channel and an expected return channel. We show that one channel flows from bank profitability, measured by return on equity and return on assets, confirming a cash flow channel, whereas an expected return channel, proxied by the implied cost of capital, only works for small banks. Overall, this study sheds light on the relationship between in-transparency and bank value discount during a global recession.     

CDOs and the financial crisis: Credit ratings and fair premia

We study risk and return characteristics of CDOs using the market standard models. We find that fair spreads on CDO tranches are much higher than fair spreads on similarly-rated corporate bonds. Our results imply that credit ratings are not sufficient for pricing, which is surprising given their central role in structured finance markets. This illustrates limitations of the rating methodologies that are solely based on real-world default probabilities or expected losses and do not capture risk premia. We also demonstrate that CDO tranches have large exposure to systematic risk and thus their ratings and prices are likely to decline substantially when credit conditions deteriorate.     

The role of on- and off-balance-sheet leverage of banks in the late 2000s crisis

Extensive regulatory changes and technological advances have transformed banking systems to a great extent. Banks have reacted to the challenges posed by the new operating environment by creating new products and expanding their activities to some uncharted business areas. In this paper, we study how modern banking which gave birth to the off-balance-sheet leverage activities affected the risk profile of U.S. banks as well as the level of systemic risk before and after the onset of the late 2000s financial crisis. Towards this, we separate on- from off-balance-sheet leverage and capture the latter with different, yet complementary, measures which do not exist in the current literature. Special attention is paid on the deleveraging process that occurred in the banking market after the crisis erupted, which is an additional innovative feature of this study. Our findings reveal that leverage, both explicit and hidden off-the-balance-sheet, increases the individual risk of banking firms making them vulnerable to financial shocks. Reverse leverage, on the other hand, is beneficial for individual banks’ health, but is found to be harmful for financial stability. We also demonstrate that the banks which concentrate on traditional lines of business typically carry less risk compared to those involved with modern financial instruments.     

Housing markets and the financial crisis of 2007–2009: Lessons for the future

An unsustainable weakening of credit standards induced a US mortgage lending and housing bubble, whose consumption impact was amplified by innovations altering the collateral role of housing. In countries with more stable credit standards, any overshooting of construction and house prices owed more to traditional housing supply and demand factors. Housing collateral effects on consumption also varied, depending on the liquidity of housing wealth. Lessons for the future include recognizing the importance of financial innovation, regulation, housing policies, and global financial imbalances for fueling credit, construction, house price and consumption cycles that vary across countries.     

Self-fulfilling dynamics: The interactions of sovereign spreads,sovereign ratings and bank ratings during the euro financial crisis

During the euro-area financial crisis, interactions among sovereign spreads, sovereign credit ratings, and bank credit ratings appeared to have been characterized by self-generating feedback loops. To investigate the existence of feedback loops, we consider a panel of five euro-area stressed countries within a three-equation simultaneous system in which sovereign spreads, sovereign ratings and bank ratings are endogenous. We estimate the system using two approaches. First we apply GMM estimation, which allows us to calculate persistence and multiplier effects. Second, we apply a new, system time-varying-parameter technique that provides bias-free estimates. Our results show that sovereign ratings, sovereign spreads, and bank ratings strongly interacted with each other during the euro crisis, confirming strong doom-loop effects.     

The relative contributions of equity and subordinated debt signals as predictors of bank distress during the financial crisis

Bank supervisors utilize early warning signals to predict which banks are likely to become distressed. Previous research has found that market discipline signals do not significantly improve out-of-sample forecasts relative to accounting-based signals. Most of that evidence, however, comes from periods in the 1990s when the U.S. economy and banking system were healthy, potentially neutralizing an advantage of market signals to incorporate new information quickly. For the period between the fourth quarters of 2006 and 2012, we assess the accuracy of two market signals – expected default frequency (EDF) and subordinated note and debenture (SND) yield spreads – relative to accounting-based signals in forecasting which publicly traded BHCs would become distressed. In 2008, EDF signals were relatively more accurate, but they did not lead to economically significant reductions in missed distress events relative to other signals. Supervisors would have been better off devoting slack resources to monitor BHCs with high commercial real estate concentrations. As the crisis subsided, a failure probability model developed from bank failures in the 1980s and early 1990s was consistently the most accurate signal. For the two dozen BHCs with actively traded SNDs, yield spreads over Treasuries were extremely poor predictors of distress because the spreads were distorted by too-big-to-fail subsidies. The Tier 1 leverage ratio was the most accurate distress signal for these large BHCs. In sum, the evidence to justify systematic reliance on market signals by supervisory agencies to forecast bank distress remains weak.     

The management of interest rate risk during the crisis: Evidence from Italian banks

We use a unique dataset to analyze how Italian banking groups managed their exposure to interest rate risk during the recent financial crisis. First of all, we document that on average the interest rate risk exposure – measured by duration gap approach – has been limited and well below the alert level enforced by regulators. Second, our econometric results indicate a relation of substitutability between banks’ on-balance-sheet interest rate risk and their use of interest rate derivatives suggesting that banks used these two instruments to curb their overall interest rate risk exposure in case of an increase in interest rates. Furthermore, we also find robust evidence of a negative correlation between banks’ interest rate risk and liquidity risk.     

The effect of liquidity and solvency risk on the inclusion of bond covenants

Studies have analyzed the impact of firm and issue characteristics but not liquidity and solvency components of financial distress on the use of bond covenants. Using a comprehensive database of corporate bonds from 2001 to 2012, we find that firm liquidity, measured by standardized Lambda, has a negative statistical and economic impact on the inclusion of all categories and sub-categories of restrictive bond covenants. Developed from financial statement information by Emery and Lyons (1991), Lambda is designed as a coverage ratio that, under certain distribution assumptions, maps into the probability of a firm being unable to pay its short-term bills. The strongest solvency proxy is the 10-year credit default swap (CDS) spread which is significant across the categories and sub-categories for investment and payment covenants, weakly significant for the subordinated debt sub-category of the subsequent financing covenant, but strongly significant for the control poison put sub-category of event covenants. This evidence supports a model that uses SLambda as a proxy for liquidity risk and the 10-year CDS spread as a proxy for solvency risk. The liquidity/covenant relationship is dampened when firms have access to commercial paper funding or bank loans. However, during the recent financial crisis liquidity event this liquidity/covenant relationship was enhanced especially for firms which were dependent on commercial paper during this time when the commercial paper market was deteriorating.     

The influence of accounting enforcement on earnings quality of banks: Implications of bank regulation and the global financial crisis

We study the effects of country-level accounting enforcement on earnings quality of banks and whether bank regulation substitutes or complements the effect of accounting enforcement on bank earnings quality. We also examine whether the influence of accounting enforcement on bank earnings quality changed after the global financial crisis. Using a sample of listed banks from 40 countries between 2001 and 2014, and abnormal loan loss provisions (ALLP) as our main proxy for earnings quality, we document a consistent and strong association between accounting enforcement and bank earnings quality. More specifically, an increase in accounting enforcement decreases the level of ALLP and decreases the propensity to manage earnings to avoid losses. Furthermore, we provide empirical evidence that bank regulation complements the effect of accounting enforcement on bank earnings quality. Finally, unlike in the pre-crisis period, we find a positive association between accounting enforcement and income-decreasing ALLP in the post-crisis period, which indicates that stronger accounting enforcement is associated with more conservative earnings and higher loan loss reserves. Overall, our results indicate that accounting enforcement reduces opportunistic earnings management.     

Bank-to-bank lending channel and the transmission of bank liquidity shocks: Evidence from France

Good liquidity is essential for the banking system to function properly and supply credit to the real sector. However, several banks all over the world face large shocks to their liquidity supply due to numerous factors. This study contributes to the literature on the transmission of liquidity shocks by investigating the bank-to-bank lending behavior of French banks during the global financial crisis (2008 and 2009). In addition, we examine the factors strongly influencing the liquidity of the interbank deposits market. First, using a fixed-effects model on a sample of 85 French banks for the period from 2005 to 2010, we find that the deposits channel plays an important role in the transmission of liquidity shocks across the banking system. Second, we use difference-in-difference methodology to study the effects of liquidity shock on bank lending. Our results show that French banks reduced their bank-to-bank lending significantly during the financial crisis period. Moreover, our results suggest that the reduction could have been due to deposit activities.     

The effects of the Asian crisis, corporate governance and accounting system on the valuation of book value and earnings

This paper examines the value relevance of earnings and book value in four Asian countries, Indonesia, South Korea, Malaysia and Thailand, in the period surrounding the Asian financial crisis. Specifically, we examine the impact of the economic environment on the value relevance of book value and earnings. We also examine the effects of corporate-governance mechanisms and the type of accounting system together with the economic environment on the value relevance of accounting numbers. Our results indicate that the value relevance of earnings in Indonesia and Thailand was significantly reduced during the Asian financial crisis while the value relevance of book value increased. In Malaysia, the value relevance of both earnings and book value decreased during the crisis. In Korea, neither book value nor earnings was significantly impacted by the crisis. Our results indicate that the level of corporate-governance mechanisms has an impact on the extent of changes in the value relevance of book values, but not earnings. Specifically, the value relevance of book value declines when corporate governance is weak. Finally, our results indicate that accounting systems (i.e., IAS or tax-based) also affect the extent of changes in the value relevance of book value resulting from the crisis.     

The effect of corporate governance on firm’s credit ratings: further evidence using governance score in the United States

We investigate whether corporate governance affects firms’ credit ratings and whether improvement in corporate governance standards is associated with improvement in investment grade rating. We use the Gov‐score of Brown and Caylor (2006) , the Gomper’s G index and an entrenchment score of Bebchuk et al. (2009) to proxy for corporate governance. Using a sample of US firms, we find that firms characterized by stronger corporate governance have a significantly higher credit rating, and that this association is accentuated for smaller firms relative to larger firms. We find that an improvement in corporate governance is associated with improvement in bond rating.     

环境灾害冲击对银行违约率的影响效应研究:理论与实证分析

本文通过模型模拟和基于中国数据的实证检验,分析了环境灾害损失冲击对于银行违约率的影响。本文模型模拟的结果显示,环境灾害冲击会显著提升银行体系的违约率水平,同时伴随着企业融资溢价水平的提升以及整个经济活动的萎缩;实证研究发现:环境灾害损失冲击会导致银行违约率水平显著提升。且与理论分析一致,本文实证发现宏观经济不确定性水平、企业的资本折损以及全要素生产率的下降在环境灾害影响银行违约率的过程中发挥了显著的传导作用。进一步研究发现,环境灾害冲击及其导致的银行违约率上升还会降低银行的风险偏好水平,降低放贷规模和主动风险承担,并反作用于实体企业,提升企业的融资约束和成本。本文的研究结论丰富了基于中国视角的环境物理风险研究,刻画了环境灾害损失对于银行风险的影响及其后续效应,为政策部门防范气候环境风险提供了借鉴。     

微观审慎监管与宏观审慎监管的协调性研究*--基于对商业银行稳健性的影响分析

本文借鉴“公地悲剧模型”论证了银行业实施微观审慎与宏观审慎协调监管的必要性,并运用面板VAR模型对我国14家上市银行的数据进行实证检验,研究宏观审慎工具与微观审慎监管工具对商业银行稳健性的影响。实证研究结果表明,给定宏观审慎监管工具“银行业集中度”和“广义信贷/GDP偏离度”的一定冲击后,商业银行稳健性水平从负向反应逐步转为正向反应;给定微观审慎监管工具“流动性比率”、“核心资本充足率”和“杠杆率”的一定冲击后,商业银行稳健性水平呈现正向反应。这表明单一宏观审慎监管工具与微观审慎监管工具的效应并不完全协调,因此,应当完善宏观审慎监管工具的种类和操作方式。     

The rise of UK Seasoned Equity Offerings (SEOs) fees during the financial crisis: The role of institutional shareholders and underwriters

This paper investigates the increase in underwriting fees for UK SEOs since the beginning of the financial crisis in mid-2007. We develop and test a number of hypotheses related to the role of institutional shareholders and underwriters involved in the issuing process. We find that the rise in fees is related to the strengthening of the relative negotiating position of a specific underwriter in comparison to a specific issuer and to the growing influence of institutional shareholders with short-term investment horizons. Our evidence suggests that there may be reasonable grounds for considering potential conflicts of interest due to the dual role of institutional shareholders as investors and sub-underwriters. On the other hand, the ownership size of large shareholders and the reputation of underwriters have a moderating effect on fees, while the nationality of the institutional shareholders, the concentration of the investment bank industry and the experience of corporate issuers are not related to underwriting fees.     

The effect of corporate social responsibility on stock performance: new evidence for the USA and Europe

This paper provides new empirical evidence for the effect of corporate social responsibility on corporate financial performance. In contrast to former studies, we examine two different regions, namely the USA and Europe, and disentangle firm and sector specific impacts. Our econometric analysis shows that environmental and social activities of a firm compared with other firms within the industry are valued by financial markets in both regions. However, the respective positive effects on average monthly stock returns between 2003 and 2006 are more robust in the USA and, in addition, non-linear. Our analysis furthermore points to biased parameter estimates if incorrectly specified econometric models are applied: the seemingly significantly negative effect of environmental and social performance of the industry to which a firm belongs strongly declines and mostly becomes insignificant if the explanation of stock performance is based on the Fama–French three-factor or the Carhart four-factor models instead of the simple Capital Asset Pricing Model.     

Reprint of: Market liquidity in the financial crisis: The role of liquidity commonality and flight-to-quality

We examine the dynamics and the drivers of market liquidity during the financial crisis, using a unique volume-weighted spread measure. According to the literature we find that market liquidity is impaired when stock markets decline, implying a positive relation between market and liquidity risk. Moreover, this relationship is the stronger the deeper one digs into the order book. Even more interestingly, this paper sheds further light on so far puzzling features of market liquidity: liquidity commonality and flight-to-quality. We show that liquidity commonality varies over time, increases during market downturns, peaks at major crisis events and becomes weaker the deeper we look into the limit order book. Consistent with recent theoretical models that argue for a spiral effect between the financial sector’s funding liquidity and an asset’s market liquidity, we find that funding liquidity tightness induces an increase in liquidity commonality which then leads to market-wide liquidity dry-ups. Therefore our findings corroborate the view that market liquidity can be a driving force for financial contagion. Finally, we show that there is a positive relationship between credit risk and liquidity risk, i.e., there is a spread between liquidity costs of high and low credit quality stocks, and that in times of increased market uncertainty the impact of credit risk on liquidity risk intensifies. This corroborates the existence of a flight-to-quality or flight-to-liquidity phenomenon also on the stock markets.