How Much Do Banks Use Credit Derivatives to Hedge Loans?

Before the credit crisis that started in mid-2007, it was generally believed by top regulators that credit derivatives make banks sounder. In this paper, we investigate the validity of this view. We examine the use of credit derivatives by US bank holding companies with assets in excess of one billion dollars from 1999 to 2005. Using the Federal Reserve Bank of Chicago Bank Holding Company Database, we find that in 2005 the gross notional amount of credit derivatives held by banks exceeds the amount of loans on their books. Only 23 large banks out of 395 use credit derivatives and most of their derivatives positions are held for dealer activities rather than for hedging of loans. The net notional amount of credit derivatives used for hedging of loans in 2005 represents less than 2% of the total notional amount of credit derivatives held by banks and less than 2% of their loans. We conclude that the use of credit derivatives by banks to hedge loans is limited because of adverse selection and moral hazard problems and because of the inability of banks to use hedge accounting when hedging with credit derivatives. Our evidence raises important questions about the extent to which the use of credit derivatives makes banks sounder.

Herding behaviour in the Australian loan market and its impact on bank loan quality

We examine the effect of herding behaviour on the credit quality of bank loans in Australia. We find that bank herding varies with different types of loans. It tends to be more prevalent in owner‐occupied housing loans and credit cards than other types of loans. During the global financial crisis period, herding in owner‐occupied housing loans was most pronounced due to the flight‐to‐quality phenomenon in the housing sector. Furthermore, we find that the big four banks tend to herd more than smaller and regional banks. Bank herding behaviour is countercyclical, as it is negatively related to real GDP growth and the cost of funding but is positively related to market risk. Regulatory capital requirements may also encourage herding as banks are required to hold less risk‐weighted capital for residential loans. Most importantly, bank herding is related to higher impaired assets and therefore lower loan quality. Our findings may have implications for policymakers and bank regulators.     

The cost of private debt over the credit cycle

We identify global and regional fluctuations in international private debt flows to emerging and developing countries using data on cross-border loans and international bond issuance over 1993–2009. We use micro-level data on syndicated cross-border loans and international bond placements to estimate the effects of individual borrower characteristics as well as macroeconomic conditions on the cost of foreign borrowing and test whether these effects differ across phases of the lending cycle. First, we find that borrower characteristics associated with lower loan spreads are not necessarily associated with lower bond spreads. Second, we find differential effects of borrower characteristics between cycle phases for loans and bonds separately. Third, we find strong reductions in the cost of debt finance during periods when international debt flows are more than one standard deviation above their mean, but not for expansionary periods, when the growth rate of debt flows is increasing. We also find that higher trade ratios in the borrower's home country raise loan spreads more in periods of high credit flows but have no effect on bond spreads. At the same time, borrowers residing in countries with high investment ratios pay lower spreads on bond issuance particularly during periods of high credit flows, but we find no similar effect for loan spreads. Inflation rates, real exchange rates and previous banking crises have small impacts on loan and bond spreads.     

Credit unions vs. commercial banks,who takes more risk?

A unique feature of the financial services industry is that both shareholder-owned banks and member-owned credit unions coexist and compete against each other. In this study, we investigate two research questions. First, we compare risk-taking by banks and credit unions, with an additional consideration as to how regulatory oversight (state or federal) relates to such risk-taking. Second, we examine how competition affects the difference in risk-taking between these two types of financial institutions. To answer both questions, we rely on a matched sample (by loan type, size, and county) of commercial banks and credit unions, covering the period between 2010 and 2017. We use three empirical proxies for risk-taking, the Z-score, measuring an institution’s insolvency risk, as well as the ratios of non-performing loans to total loans and loan charge-offs to total loans, measuring the credit risk. Our results suggest that banks tend to engage in more risk-taking than credit unions; however, state regulatory oversight reduces the risk-taking gap, especially in terms of the Z-score. We further find that competition induces different risk-taking behaviors in banks and credit unions. Our results are robust to several alternative specifications.     

Internal governance,legal institutions and bank loan contracting around the world

Using a sample of non-U.S. firms from 22 countries during 2003–2007, we examine the effect of firm-level governance on various features of loan contracting in the international loan market. We find that banks charge lower loan rates, offer larger and longer-maturity loans, and impose fewer restrictive covenants to better-governed firms. We also find that the favorable effect of firm-level governance on some loan contracting terms is stronger in countries with strong legal institutions than in countries with weak legal institutions. Our results suggest that banks view a borrower's internal governance as a factor that mitigates agency and information risk, and that country-level legal institutions and firm-level governance mechanisms complement each other in influencing loan contracting terms.     

TARP funds distribution and bank loan supply

This paper investigates the determinants of the Troubled Asset Relief Program (TARP) funds distribution to banks and the stimulus effect of TARP investments on credit supply in the economy. Using banks’ political and regulatory connections as instruments, this paper finds that TARP investments increased bank loan supply by an annualized rate of 6.36% for banks with below median Tier 1 capital ratios. This increase is found in all major types of loans and can be translated into $404 billion of additional loans for all TARP banks. On average, TARP banks employed about one-third of their TARP capital to support new loans and kept the rest to strengthen their balance sheets. Furthermore, there is little evidence that loans made by TARP banks had lower quality than those by non-TARP banks. In sum, this paper shows a positive stimulus effect of TARP on credit supply during the 2008–2009 financial crisis.     

Enhancing Loan Quality Through Transparency: Evidence from the European Central Bank Loan Level Reporting Initiative

We explore whether transparency in banks’ securitization activities enhances loan quality. We take advantage of a novel disclosure initiative introduced by the European Central Bank, which requires, as of January 2013, banks that use their asset‐backed securities as collateral for repo financing to report securitized loan characteristics and performance in a standardized format. We find that securitized loans originated under the transparency regime are of better quality with a lower default probability, a lower delinquent amount, fewer days in delinquency, and lower losses upon default. Additionally, banks with more intensive loan level information collection and those operating under stronger market discipline experience greater improvement in their loan quality under the new reporting standards. Overall, we demonstrate that greater transparency has real effects by incentivizing banks to improve their credit practices.     

Relationship-based debt financing of Chinese private sector firms: The role of social connections to banks versus political connections

We study whether a firm's social connections to banks can augment its political connections to help it obtain loans. In China, Regulation No. 18 (announced in 2013) prohibits all high-level government officials from being independent directors of firms. As a result, many firms lost their political connections. We find that after firms lose their politically connected independent directors, firms having no social connections to banks experience, on average, a 12% decrease in the bank loan ratio relative to the median ratio; but those whose board chairs or CEOs are socially connected to local bank branch heads experience a 22% increase in the loan ratio relative to the median. However, this positive effect is short lived and thus not a new equilibrium. Overall, our findings support the hypothesis that a firm's social connections to banks can augment its political connections to help it get bank financing.     

A Multistage Model of Loans and the Role of Relationships

We develop a multistage model of the loan granting process to understand the contradictory findings of the existing literature on bank‐borrower relationships, credit availability, and loan rates. Upon estimating our model with the 1993, 1998, and 2003 versions of the Survey of Small Business Finances data set, we find that relationships matter in a borrower's decision whether to apply for a loan and in the loan approval/rejection decision by the financial institution. However, the effect of relationships on loan rates depends on the prevailing economic climate. While firms with preexisting relationships obtain credit at lower rates during periods of economic expansion, loan rates are not negatively correlated with preexisting relationships during periods of economic recession.     

BANK LOAN SALES: A NEW LOOK AT THE MOTIVATIONS FOR SECONDARY MARKET ACTIVITY

Bank lending traditionally involves the extension of credit that is held by the originating bank until maturity. Loan sales allow banks to deviate from this pattern by transferring loans in part or in their entirety from their own books to those of another institution. I use a new methodology to test the validity of two hypotheses regarding banks' motivations for selling and buying loans: (1) the comparative advantage hypothesis, that banks with a comparative advantage in originating loans sell and those with a comparative advantage in funding loans buy; and (2) the diversification hypothesis, that banks lacking the ability to diversify internally use loan sales and purchases to achieve diversification. I also address the possibility that information asymmetries may increase the cost of participating in secondary markets. Particular attention is paid to the importance of affiliate relationships in overcoming informational barriers to participation. The empirical evidence presented here helps clarify the benefits of an active secondary loan market and generates predictions regarding the future of that market in a world of rapid consolidation and disappearing barriers to geographical expansion.     

The Debt-Contracting Value of Accounting Information and Loan Syndicate Structure

We investigate how both the ownership structure and explicit contractual structure of syndicated loan deals are shaped by the debt‐contracting value (DCV) of borrowers' accounting information. DCV captures the inherent ability of firms' accounting numbers to capture credit quality deterioration in a timely fashion. We hypothesize and document that when a borrower's accounting information possesses higher DCV, information asymmetry between the lead arranger and other syndicate participants is lower, allowing lead arrangers to hold a smaller proportion of new loan deals. Further, we document that the influence of DCV on the proportion of the loan retained is conditional on the lead arranger's reputation, the existence of a credit rating, and the lead arranger's previous relationships with the same borrower. Finally, we find that when loans include performance pricing provisions, the likelihood that the single performance measure used is an accounting ratio, rather than a credit rating, is increasing in DCV.     

Government guarantees of loans to small businesses: Effects on banks’ risk-taking and non-guaranteed lending

We analyzed the loan guarantees that the Japanese government provided for banks’ loans to small and medium-sized enterprises (SMEs). We modeled and estimated how much and under what conditions loan guarantees affected banks’ risk-taking and banks’ non-guaranteed lending.In the presence of controls for bank capital and other factors that might affect supplies of bank credit, our estimates supported our model's implications that loan guarantees increased banks’ risk-taking.Consistent with our model, our estimates imply that, when banks initially had fewer guaranteed loans and then got more guaranteed loans, guaranteed loans were complements to, rather than substitutes for, non-guaranteed loans. As complements, loan guarantees could be “high-powered” in that they generated increases not only in guaranteed loans, but also increases in non-guaranteed loans that were a multiple of the increases in guaranteed loans. In addition, banks’ having more capital was associated with doing more non-guaranteed lending.     

中小企业信贷可得性的影响因素

本文利用中国人民银行征信系统的相关数据,实证研究湖南地区中小企业信贷可得性的影响因素,以检验银行对中小企业的贷款技术。实证结果表明:大型和跨区域性银行对中小企业未采取关系型贷款;贷款银行对中小企业的财务特征不太重视;大型和跨区域性银行对中小企业贷款主要采用信用评分技术。作者建议:第一,整合信息资源,发展独立的信用评估机构对中小企业进行信用评估,降低大型和跨区域性银行对中小企业贷款成本和信息不对称程度;第二,大力发展区域性中小商业银行,并鼓励其形成和充分发挥对中小企业进行关系型贷款的比较优势。     

Financial Statements as Monitoring Mechanisms: Evidence from Small Commercial Loans

Using a data set that records banks’ ongoing requests of information from small commercial borrowers, we examine when banks use financial statements to monitor borrowers after loan origination. We find that banks request financial statements for half the loans and this variation is related to borrower credit risk, relationship length, collateral, and the provision of business tax returns, but in complex ways. The relation between borrower risk and financial statement requests has an inverted U‐shape; and tax returns can be both substitutes and complements to financial statements, conditional on borrower characteristics and the degree of bank–borrower information asymmetry. Frequent financial reporting is used to monitor collateral, but only for non–real estate loans and only when the collateral is easily accessible to lenders. Collectively, our results provide novel evidence of a fundamental information demand for financial reporting in monitoring small commercial borrowers and a specific channel through which banks fulfill their role as delegated monitors.     

Learning by lending

This paper studies bank learning through repeated interactions with borrowers from a new perspective. To understand learning by lending, we adapt a methodology from labor economics to analyze how loan contract terms evolve as banks acquire new information about borrowers. We construct “proxy” variables for this information using data from borrowers’ out-of-sample, future credit performance. Due to the timing of their construction, banks could not have used these variables directly to price loans. We nonetheless find that these proxies increasingly predict loan prices as relationships progress, even after controlling for possible omitted variable bias. Our methodology provides strong evidence that: (a) bank learning affects loan prices, and (b) relationship benefits are heterogeneous. In particular, higher quality borrowers face differentially lower spreads as their relationship with lenders develop – and banks learn about their quality – while lower quality borrowers see loan prices increase and their loan amounts fall. We further find suggestive evidence that banks incorporate CEO-specific information into loan prices.     

Banking system reform,earnings quality and credit allocation

This paper investigates credit allocation before and after the 2003 banking system reform in China. We find that relationships between earnings quality and new short-term loans, long-term loans and total loans in listed companies changed significantly after the banking system reform, especially in state-owned listed companies. Further investigation shows that due to the influence of rent-seeking, banks have eased the earnings requirements of non-state-owned listed companies. These findings enhance our understanding of the economic consequences of the banking system reform and of credit discrimination under the new regime.     

商业银行贷款定价策略和模型设计

建立完善贷款定价体系对商业银行适应利率市场化、增强抵御利率风险具有重大意义。本文从贷款定价理论及其对商业银行重要意义入手,分析我国商业银行贷款定价的现状和难点。作者参照西方发达国家商业银行贷款定价模式,提出了我国商业银行建立完善贷款定价体系的策略和测算模型,即要综合考虑客户的信用风险、综合收益、筹资成本和营运成本以及货币信贷市场变化等因素,从而建立以成本精算、风险量化为基础的价格领导定价测算模型,最后依据客户综合贡献度、计结息周期和利率浮动周期进行修正,最终建立起以市场为导向,以弥补成本为前提,以客户盈利能力为参数的贷款定价机制。     

银行对企业经营的监督效应研究——基于控股股东掏空行为的视角

从控股股东掏空行为的视角,采用中国上市公司的贷款数据分析中国的商业银行对企业的监督作用。研究发现,银行对控股股东的掏空行为具有一定的监督作用,在银行贷款数量多、贷款期限长的公司中,控股股东的掏空行为明显减少。对不同所有制的企业,银行的监督作用存在异质性。目前,银行的监督作用主要体现在国有银行中,而国有银行能有效监督的对象仅限于地方政府和私人控制的企业,国有银行对中央企业的监督能力较弱。从事后监督来看,银行会对控股股东的掏空行为做出贷款政策的调整,对于控股股东掏空严重的企业,续新贷款的银行数量、续新贷款比例显著下降,而且贷款利率显著提高。     

The Informational Role of the Media in Private Lending

We investigate whether a borrower's media coverage influences the syndicated loan origination and participation decisions of informationally disadvantaged lenders, loan syndicate structures, and interest spreads. In syndicated loan deals, information asymmetries can exist between lenders that have a relationship with a borrower and less informed, nonrelationship lenders competing to serve as lead arranger on a syndicated loan, and also between lead arrangers and less informed syndicate participants. Theory suggests that the aggressiveness with which less informed lenders compete for a loan deal increases in the sentiment of public information signals about a borrower. We extend this theory to syndicated loans and hypothesize that the likelihood of less informed lenders serving as the lead arranger or joining a loan syndicate is increasing in the sentiment of media‐initiated, borrower‐specific articles published prior to loan origination. We find that as media sentiment increases (1) outside, nonrelationship lenders have a higher probability of originating loans; (2) syndicate participants are less likely to have a previous relationship with the borrower or lead bank; (3) lead banks retain a lower percentage of loans; and (4) loan spreads decrease.     

Inside the black box: Bank credit allocation in China’s private sector

This study examines how the Chinese state-owned banks allocate loans to private firms. We find that the banks extend loans to financially healthier and better-governed firms, which implies that the banks use commercial judgments in this segment of the market. We also find that having the state as a minority owner helps firms obtain bank loans and this suggests that political connections play a role in gaining access to bank finance. In addition, we find that commercial judgments are important determinants of the lending decisions for manufacturing firms, large firms, and firms located in regions with a more developed banking sector; political connections are important for firms in service industries, large firms, and firms located in areas with a less developed banking sector.