Economic value in tranching of syndicated loans

This paper presents a theory to explain the economic value of tranching and provides empirical evidence to support the theoretical implications. I show that riskier firms are more likely to take loans with multiple tranches. Therefore, the average credit spread on a syndicated loan with multiple tranches is higher than that on a non-tranched loan. However, after accounting for the risk characteristics of a tranched loan, I show that borrowings that are a part of tranched loans have lower credit spreads than otherwise identical non-tranched loans. I also show that the benefits of tranching accrue primarily to riskier borrowers.     

Loan underpricing and the provision of merger advisory services

This paper investigates the primary and secondary syndicated bank loan market to analyze the effect on pricing when the financial institution commingles syndicated lending with merger advisory services. In particular, we investigate the connection between the acquirer’s choice of financial advisor in a merger and future financing commitments. We find evidence of underpricing of syndicated bank loans in both the primary and secondary market. In the primary market, we show that non-acquisition loans granted by merger advisors to acquiring firms after the merger announcement date are charged a lower all-in-spread relative to acquisition loans if there has been a prior lending relationship. Consistent with this finding, we find that syndicated bank loans for non-acquisition purposes arranged by the acquirer’s advisor after the merger announcement date trade in the secondary market at a significant discount. Since the terms on these non-acquisition loans are not set upon merger announcement, they are most subject to risk shifting and underpricing agency problems. These findings offer evidence consistent with the existence of loss leader and potentially conflicted loans (priced at below-market terms) that are offered by the acquirer’s relationship bank advisor in order to win merger advisory business.     

The pricing effect of certification on syndicated loans

To verify if a delegated monitor can certify its ability to perform its assigned tasks, we test whether syndicated loans in which a larger share of the facility is retained by the arranger have lower interest rates. For a large sample of syndicated loans in over 80 countries we find that this certification effect exists and is greater for facilities characterized by greater due diligence and monitoring efforts. Further, for listed companies the announcement effect of the new loan on the stock price is an increasing function of the portions of the loan retained by the arranger.     

Corporate Loan Securitization and the Standardization of Financial Covenants

We examine whether syndicated loans securitized through collateralized loan obligations (CLOs) have more standardized financial covenants. We proxy for the standardization of covenants using the textual similarity of their contractual definitions. We find that securitized loans are associated with higher covenant standardization than nonsecuritized institutional loans. In addition, we show that CLOs with more diverse or frequently rebalanced portfolios are more likely to purchase loans with standardized covenants, potentially because standardization alleviates information processing costs related to loan monitoring and screening. We also document that covenant standardization is associated with greater loan and CLO note rating agreement between credit rating agencies, further supporting the relation between lower information costs and covenant standardization. Overall, our study provides evidence that loan securitization is related to the design of standardized financial covenants.     

疫情对企业融资的影响研究--来自银团贷款市场的经验证据

新冠肺炎疫情在全球蔓延,引发市场对企业经营、融资等问题的担忧。为进一步做好金融支持疫情防控工作、维护疫情期间金融市场稳定,本文通过研究历史视角下疫情对企业融资的影响机制,提出疫情防控期间金融支持相关的政策建议。本文利用1990-2018年汤森路透Dealscan数据库公布的企业银团贷款数据和手工收集全球重大疫情数据,实证研究了疫情对企业银团贷款的影响机制。研究发现:疫情发生后,企业银团贷款利率和贷款额度均显著增加,而银团贷款期限没有表现出显著变化。在考虑不同期限疫情观测时间窗和政策利率的滞后性影响等因素后,该结论依然成立。疫情对企业银团贷款的影响渠道包括避险情绪和融资流动性等。进一步研究发现,疫情期间政策利率调控效果有限,不同国家和地区的企业融资受疫情的影响存在差异。基于此,本文认为金融监管部门应进一步加大对企业信贷利率支持力度,完善货币政策有效性评估及动态调整机制,及时疏通货币政策传导,约谈恶意抬高信贷利率的金融机构,同时强化与财政、产业等政策的协调机制,合力支持疫情防控,维护经济金融稳定。     

The alchemy of CDO credit ratings

Collateralized loan obligations (CLOs) were one of the largest and fastest growing segments of the structured finance market, fueling the 2003-2007 boom in syndicated loans and leveraged buyouts. The credit crisis brought CLO issuance to a halt, and as a result the leveraged loan market dried up. Similar to other structured finance products, investors in CLOs rely heavily on credit rating provided by the rating agencies, yet little is known about CLO rating practices. This paper attempts to fill the gap. Using novel hand-collected data on 3912 tranches of collateralized loan obligations we document the rating practices of CLOs and analyze their structures.     

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.     

Securitization without adverse selection: The case of CLOs

In this paper, we investigate whether securitization was associated with risky lending in the corporate loan market by examining the performance of individual loans held by collateralized loan obligations. We employ two different data sets that identify loan holdings for a large set of CLOs and find that adverse selection problems in corporate loan securitizations are less severe than commonly believed. Using a battery of performance tests, we find that loans securitized before 2005 performed no worse than comparable unsecuritized loans originated by the same bank. Even loans originated by the bank that acts as the CLO underwriter do not show under-performance relative to the rest of the CLO portfolio. While some evidence exists of under-performance for securitized loans originated between 2005 and 2007, it is not consistent across samples, performance measures, and horizons. Overall, we argue that the securitization of corporate loans is fundamentally different from securitization of other assets classes because securitized loans are fractions of syndicated loans. Therefore, mechanisms used to align incentives in a lending syndicate are likely to reduce adverse selection in the choice of CLO collateral.     

Financial crises and the composition of cross-border lending

We examine the composition and drivers of cross-border bank lending between 1995 and 2012, distinguishing between syndicated and non-syndicated loans. We show that on-balance sheet syndicated loan exposures, which account for almost one third of total cross-border loan exposures, increased during the global financial crisis due to large drawdowns on credit lines extended before the crisis. Our empirical analysis of the drivers of cross-border loan exposures in a large bilateral dataset leads to three main results. First, banks with lower levels of capital favor syndicated over other kinds of cross-border loans. Second, borrower country characteristics such as level of development, economic size, and capital account openness, are less important in driving syndicated than non-syndicated loan activity, suggesting a diversification motive for syndication. Third, information asymmetries between lender and borrower countries became more binding for both types of cross-border lending activity during the recent crisis.     

Do hedge funds trade on private information? Evidence from syndicated lending and short-selling

This paper investigates an important contemporary issue relating to the involvement of hedge funds in the syndicated loan market. In particular, we investigate the potential conflicts of interest that arise when hedge funds make syndicated loans and take short positions in the equity of borrowing firms. We find evidence consistent with the short-selling of the equity of the hedge fund borrowers prior to public announcements of both loan originations and loan amendments. We also find that hedge funds are more likely to lend to highly leveraged, lower credit quality firms, where access to private information is potentially the most valuable and where trading on such information could lead to enhanced profits. Overall, our results have important implications for the current debate regarding regulating the hedge fund industry.     

The decision to first enter the public bond market: The role of firm reputation,funding choices,and bank relationships

This paper uses survival analysis to investigate the timing of a firm’s decision to issue for the first time in the public bond market. We find that firms that are more creditworthy and have higher demand for external funds issue their first public bond earlier. We also find that issuing private bonds or taking out syndicated loans is associated with a faster entry to the public bond market. According to our results, the relationships that firms develop with investment banks in connection with their private bond issues and syndicated loans further speed up their entry to the public bond market. Finally, we find that a firm’s reputation has a “U-shaped” effect on the timing of a firm’s bond IPO. Consistent with Diamond’s reputational theory, firms that establish a track record of high creditworthiness as well as those that establish a track record of low creditworthiness enter the public bond market earlier than firms with intermediate reputation.     

Syndicated Loans

This paper analyzes the market for syndicated loans, a hybrid of private and public debt, which has grown at well over a 20% rate annually over the past decade and which totaled over $1 trillion in 1997. We identify empirically the factors that influence a bank or nonbank's decision to syndicate a loan and the determinants of the proportion of the loan sold in the event of syndication. The evidence reveals a loan is more likely to be syndicated as information about the borrower becomes more transparent, as the syndicate's managing agent becomes more “reputable”, and as the loan's maturity increases. The lead manager holds larger proportions of information-problematic loans in its own portfolio. Loan syndications, like loan sales, appear to be motivated, in part, by capital regulations, and the liquidity position of the agent bank influences the likelihood of syndication, but not the extent. Our results confirm that information and agency problems affect the salability of debt claims and the extent to which a loan is “transaction oriented” rather than “relationship oriented” in the sense of A. Boot and A. Thakor (2000, J. Finance54, 679–713). Journal of Economic Literature Classification Numbers: D82, G20, G21, G24.     

AGENT BANK BEHAVIOR IN BANK LOAN SYNDICATIONS

Using Shared National Credit (SNC) Program data from 1995 to 2000, we extend previous empirical work on bank loan syndications. First, we examine recent trends in the volume and examiner‐based credit quality of loans syndicated through the banking system. Second, we estimate a panel regression model to explain changes in an agent bank's retained share of a syndicated loan in terms of information asymmetries, loan credit quality, capital constraints, and loan age and maturity. We find that these variables are significant determinants of the proportion of a SNC loan retained by an agent bank for its portfolio over time.     

The influence of loan officers on loan contract design and performance

We investigate the extent to which loan officers generate independent, individual effects on the design and performance of syndicated loans. We construct a large database containing the identities of loan officers involved in structuring syndicated loan deals, allowing us to systematically disentangle borrower, bank, and loan officer fixed effects. We find that loan officers have significant influence on interest spreads, loan covenant design, and loan performance. Inclusion of borrower fixed effects increases our power to rule out the alternative that loan officer fixed effects reflect the matching of officerds to borrowers based on time-invariant borrower characteristics. We document heterogeneity in loan officers’ influence across loan contract terms, with loan officers exerting stronger influence over covenant package design than over interest spreads, but marginal influence on loan maturity. Lead officers have greater influence than participant officers over covenant package design and loan performance, but less robust differential influence on interest spreads.     

The Cascade Effect on Lending Conditions: Evidence from the Syndicated Loan Market

This paper investigates, both theoretically and empirically, how interactions among potential lenders may influence contract terms via informational cascade in the syndicated loan market. Our model shows that the ex‐post observed interest rate is higher and the probability of syndication failure is lower when potential lenders can only observe the decisions of their predecessors versus when they can freely communicate with each other. Empirical tests confirm the model's predictions and the existence of a cascade effect on lending conditions. Using relational distance to proxy for the segmentation of communication, we find that relational distance is positively related to the loan spread and the requirements for collateral and guarantees, but negatively related to the probability of syndication failure.     

The impact of joint participation on liquidity in equity and syndicated bank loan markets

Market liquidity is impacted by the presence of financial intermediaries that are informed and active participants in both the equity and the syndicated bank loan markets, specifically informationally advantaged lead arrangers of syndicated bank loans that simultaneously act as equity market makers (dual market makers). Employing a two-stage procedure with instrumental variables, we identify the simultaneous equations model of liquidity and dual market maker decisions. We find that the presence of dual market makers improves the liquidity of the more competitive and transparent equity markets, but widens the spread in the less competitive over-the-counter loan market, particularly for small, informationally opaque firms.     

Foreign banks in syndicated loan markets

Foreign banks play a prominent role in syndicated loan markets. In this paper we examine foreign banks’ motives in participating in cross-border deals in 25 European countries. We find that usual explanations of foreign banking activities can only account partly for the high rate of foreign involvement in syndicated loan markets. The usual argument is that foreign banks are at a disadvantage because they lack soft information and thus they tend to lend to more transparent firms compared to their domestic counterparts. We find that this relationship only holds in relatively small financial systems. We illustrate different motivations for the large amount of cross border lending in large developed markets. In these markets foreign banks tend to lend to especially risky borrowers and projects.     

CORPORATE BOARDS AND BANK LOAN CONTRACTING

We investigate the role of corporate boards in bank loan contracting. We find that when corporate boards are more independent, both price and nonprice loan terms (e.g., interest rates, collateral, covenants, and performance‐pricing provisions) are more favorable, and syndicated loans comprise more lenders. In addition, board size, audit committee structure, and other board characteristics influence bank loan prices. However, they do not consistently affect all nonprice loan terms except for audit committee independence. Our study provides strong evidence that banks recognize the benefits of board monitoring in mitigating information risk ex ante and controlling agency risk ex post, and they reward higher quality boards with more favorable loan contract terms.     

Asset management and investment banking

We find evidence that conflicts of interest are pervasive in the asset management business owned by investment banks. Using data from 1990 to 2008, we compare the alphas of mutual funds, hedge funds, and institutional funds operated by investment banks and non-bank conglomerates. We find that, while no difference exists in performance by fund type, being owned by an investment bank reduces alphas by 46 basis points per year in our baseline model. Making lead loans increases alphas, but the dispersion of fees across portfolios decreases alphas. The economic loss is $4.9 billion per year.     

Price Discovery and Dissemination of Private Information by Loan Syndicate Participants

We delineate key channels through which flows of confidential information to loan syndicate participants impact the dynamics of information arrival in prices. We isolate the timing of private information flows by estimating the speed of price discovery over quarterly earnings cycles in both secondary syndicated loan and equity markets. We identify borrowers disseminating private information to lenders relatively early in the cycle with firms exhibiting relatively early price discovery in the secondary loan market, documenting that price discovery is faster for loans subject to financial covenants, particularly earnings‐based covenants; for borrowers who experience covenant violations; for borrowers with high credit risk; and for loans syndicated by relationship‐based lenders or highly reputable lead arrangers. We then ask whether early access to private information in the loan market accelerates the speed of information arrival in stock prices. We document that the stock returns of firms identified with earlier private information dissemination to lenders indeed exhibit faster price discovery in the stock market, but only when institutional investors are involved in the firm's syndicated loans. Further, the positive relation between institutional lending and the speed of stock price discovery is more pronounced in relatively weak public disclosure environments. These results are consistent with institutional lenders systematically exploiting confidential syndicate information via trading in the equity market.