CLO (Collateralized Loan Obligation) Market and Corporate Lending

We investigate whether access to the collateralized loan obligation (CLO) market as collateral managers or underwriters affects lenders' ability to overcome an idiosyncratic adverse shock in the corporate lending market. In a triple difference-in-differences setting, we find that lenders decrease their origination of loans following a negative shock; however, those with CLO access become more likely to arrange deals with securitizable facilities (Term B). Moreover, they choose to arrange deals with smaller size on-balance-sheet lending (Term A). The results suggest that securitization is actively used by lenders to switch to off-balance-sheet lending and to reduce the risk retained on the balance sheet.     

The Monitoring Incentive of Transactional and Relationship Lenders: Evidence from the Syndicated Loan Market

We identify a group of lenders specializing in syndicating tradable loans (referred to as transactional lenders [TLs]). We show that borrowers borrowing from TLs experience worse operating performance and more severe credit quality deterioration after loan origination compared to those borrowing from relationship lenders. This difference in the postloan issue performance remains robust after controlling for the potential self‐selection of the lender type, or using percentage of traded loans out of all syndicated loans to capture lenders’ propensity for syndicating tradable loans. Our results also remains qualitatively the same after we drop various types of risky loans.     

Constraints on Loan Sales and the Price of Liquidity

In the syndicated loan market, borrowers and syndicate arrangers sometimes employ contractual restrictions that influence a loan’s liquidity. We analyze two types of constraints on loan resales: (1) prior consent constraints implemented by the borrower or the syndicate’s lead arranger and (2) a minimum denomination requirement for loan sales. We hypothesize that constraints could be mechanisms for fostering relationships and/or facilitating the resolution of financial distress and find some support for each notion. We find that resale constraints are more likely when borrowers are small and have relatively poor credit ratings. We also find that loans with any type of constraint have higher all-in-spreads and are more likely to be secured than unconstrained loans and that the marginal cost of constraining liquidity is relatively high.

Bank Funding,Securitization, and Loan Terms: Evidence from Foreign Currency Lending

We examine how bank funding structure and securitization activities affect the currency denomination of business loans. We analyze a unique data set that includes information on the requested and granted loan currency for 99,490 loans granted to 57,464 firms by a Bulgarian bank. Our findings document that foreign currency lending is at least partially driven by bank eagerness to match the currency structure of assets with that of liabilities. Our results also show that loan currency, as well as loan amount and maturity, are adjusted to make loans eligible for securitization.     

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.     

Accounting Information in Financial Contracting: The Incomplete Contract Theory Perspective

This paper reviews theoretical and empirical work on financial contracting that is relevant to accounting researchers. Its primary objective is to discuss how the use of accounting information in contracts enhances contracting efficiency and to suggest avenues for future research. We argue that incomplete contract theory broadens our understanding of both the role accounting information plays in contracting and the mechanisms through which efficiency gains are achieved. By discussing its rich theoretical implications, we expect incomplete contract theory to prove useful in motivating future research and in offering directions to advance our knowledge of how accounting information affects contract efficiency.     

Performance Measures in Earnings‐Based Financial Covenants in Debt Contracts

This paper examines how performance measures are defined in major earnings‐based financial covenants in loan contracts to shed light on the economic rationales underlying the contractual use of performance measures. I find an earnings‐based covenant is typically based on a performance measure close to earnings before interest, tax, amortization, and depreciation expenses (EBITDA). However, my empirical analyses show that EBITDA is less useful in explaining credit risk than earnings before interest and tax expenses (EBIT) and even the bottom‐line net income. Thus, measuring credit risk cannot fully explain the choice of accounting performance measures in earnings‐based covenants. I conjecture that contracting parties choose an EBITDA‐related measure, instead of a measure calculated after depreciation and amortization expenses (e.g., EBIT), to make the performance measure less sensitive to investment activities, which can be controlled through other contractual terms, such as a restriction on capital expenditure, and provide empirical evidence consistent with this conjecture.     

Accounting Quality and Loan Pricing: The Effect of Cross-country Differences in Legal Enforcement

This study examines whether the strength of legal enforcement at the country level plays a role in the value-relevance of accounting quality for loan pricing determination, using an international sample of firms reporting under IFRS. The underlying hypothesis is that stronger vs. weaker enforcement should affect the informativeness of financial statements, due to their increased credibility, and thus results in a stronger influence of accounting quality on loan pricing, in case this information is considered more reliable by potential lenders. Evidence indicates that accounting quality is consequential for the determination of loan spread only in combination with the level of legal enforcement, and this only holds for the countries with stronger legal enforcement. This evidence indicates that financial statement quality information is value-relevant and has a significant impact on the determination of loan pricing only if this information is considered to be credible enough by loan providers in a country, and this is the case when legal enforcement is stronger.     

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.     

Corporate Disclosure Quality: Lessons from Australian Companies on the Impact of Adopting International Financial Reporting Standards

For annual reporting periods beginning on or after 1 January 2005, Australian companies were required to comply with the Australian equivalents of International Financial Reporting Standards (AIFRS). To ensure a smooth transition, a broadly defined standard (AASB 1047) mandated pre-adoption company disclosures of the AIFRS' impact. The standard provided managers with the opportunity to exercise considerable discretion in complying with the underlying disclosure requirements. We examine how this discretion impacted on the quality of pre-adoption AIFRS disclosures provided by a sample of large Australian companies. Using a disclosure quality index, we find considerable evidence of a cross-sectional variation in disclosure quality that varies according to differences in the AIFRS financial impact, size, industry and profitability factors. Importantly, we also observe individual Big 4 audit firm influences on disclosure quality. These findings highlight consequences of mandating corporate disclosures based on broadly defined principles.     

Real Activity Forecasts Using Loan Portfolio Information

To extend and monitor loans, banks collect detailed and proprietary information about the financial prospects of their customers, many of whom are local businesses and households. Therefore, banks’ loan portfolios contain potentially useful information about local economic conditions. We investigate the association between information in loan portfolios and local economic conditions. Using a sample of U.S. commercial banks from 1990:Q1 to 2013:Q4, we document that information in loan portfolios aggregated to the state level is associated with current and future changes in statewide economic conditions. Furthermore, the provision for loan and lease losses contains information incremental to leading indicators of state‐level economic activity and recessions. Loan portfolio information also helps to improve predictions of economic conditions at more granular levels, such as at the commuting zone level. We discuss the relevance of these findings for economic analysis and forecasting, and the relation of our study to prior work on the informativeness of accounting information about the macroeconomy.     

The Risk‐Taking Channel of Monetary Policy in the U.S.: Evidence from Corporate Loan Data

To study the presence of a risk‐taking channel in the U.S., we build a comprehensive data set from the syndicated corporate loan market and measure monetary policy using different measures, most notably Taylor (1993) and Romer and Romer (2004) residuals. We identify a negative relation between monetary policy rates and bank risk‐taking, especially in the run up to the 2007 financial crisis. However, this effect is purely supply‐side driven only when using Taylor residuals and an ex ante measure of bank risk‐taking. Our results highlight the sensitivity of the potency of the risk‐taking channel to the measures of monetary policy innovations.     

Direct Evidence on the Informational Properties of Earnings in Loan Contracts

Using a sample of firms that disclose the realizations of earnings used for determining covenant compliance in loan contracts, we provide direct evidence on the informational properties of earnings used in the performance covenants included in debt contracts. We find that the earnings measure used in performance covenants does not exhibit asymmetric loss timeliness and has significantly greater cash flow predictive ability than GAAP measures of earnings. We suggest that these results reflect the idea that contracting parties design accounting rules for performance covenants to enhance their efficacy as “tripwires.”     

Banks’ Financial Reporting and Financial System Stability

The use of accounting measures and disclosures in banks’ contracts and regulation suggests that the quality of banks’ financial reporting is central to the efficacy of market discipline and nonmarket mechanisms in limiting banks’ development of debt and risk overhangs in economic good times and in mitigating the adverse consequences of those overhangs for the stability of the financial system in downturns. This essay examines how research on banks’ financial reporting, informed by the financial economics literature on banking, can generate insights about how to enhance the stability of the financial system. We begin with a foundational discussion of how aspects of banks’ accounting and disclosures may affect stability. We then evaluate representative papers in the empirical literature on banks’ financial reporting and stability, pointing out the research design issues that empirical accounting researchers need to confront to develop well‐specified tests able to generate reliably interpretable findings. To this end, we provide examples of settings amenable to addressing these issues. We conclude with considerations for accounting standard setters and financial system policy makers.     

Contractibility and Transparency of Financial Statement Information Prepared Under IFRS: Evidence from Debt Contracts Around IFRS Adoption

We outline several properties of IFRS that potentially affect the contractibility or the transparency of financial statement information, and hence the use of that information in debt contracts. Those properties include the increased choice among accounting rules IFRS gives to managers, enhanced rule‐making uncertainty, and increased emphasis on fair value accounting. Consistent with reduced contractibility of IFRS financial statement information, we find a significant reduction in accounting‐based debt covenants following mandatory IFRS adoption. The reduction in accounting covenant use is associated with measures of the difference between prior domestic standards and IFRS. Because IFRS adoption changed financial reporting in many ways simultaneously, it is difficult to trace the decline in accounting covenant use to individual IFRS properties, though we report larger declines in accounting covenant use in banks, which have a higher proportion of assets and liabilities that are fair‐valued. Our findings are better explained by reduced contractibility than by increased transparency, which would predict reduced nonaccounting covenant use as well, whereas we observe increases. Overall, we conclude that IFRS rules sacrifice debt contracting usefulness to achieve other objectives, such as provision of accounting information relevant to valuation.     

Bank Earnings Management and Tail Risk during the Financial Crisis

We show that a pattern of earnings management in bank financial statements has little bearing on downside risk during quiet periods, but seems to have a big impact during a financial crisis. Banks demonstrating more aggressive earnings management prior to 2007 exhibit substantially higher stock market risk once the financial crisis begins as measured by the incidence of large weekly stock price “crashes” as well as by the pattern of full‐year returns. Stock price crashes also predict future deterioration in operating performance. Bank regulators may therefore interpret them as early warning signs of impending problems.     

Corporate governance and disclosures on the transition to International Financial Reporting Standards

For reporting periods ending on or after 30 June 2004, Australian companies were required to disclose the expected impact of applying Australian equivalents of International Financial Reporting Standards effective from 1 January 2005. The objective of this paper is to examine the association between the level of disclosure and corporate governance quality. Using a sample of listed companies with 30 June balance dates, we find that the quantity of disclosure was positively related to some aspects of superior corporate governance, such as the frequency of board and audit committee meetings and the choice of auditor.     

Loan loss accounting and procyclical bank lending: The role of direct regulatory actions

I provide evidence that loan loss accounting affects procyclical lending through its impact on regulatory actions. Regulators are more likely to place banks with inadequate loan loss allowances under enforcement actions that restrict lending, leading these banks to lend less during downturns. Further, I find that banks with lower regulatory ratings lend less when they have more timely provisions, consistent with research theorizing that timely provisions increase transparency and inhibit regulatory forbearance. This regulatory action mechanism expands on prior research that has focused on the effect of loan loss recognition on regulatory capital adequacy during economic downturns.     

Relationship Banking and Loan Syndicate Structure: The Role of Private Equity Sponsors

Using a sample of syndicated loans to private equity (PE)‐backed initial public offering companies, we examine how a third‐party bank relationship influences the syndicate structure of a loan. We find that a stronger relationship between the lead bank and the borrower's PE firm enables the lead bank to retain a smaller share of the loan and form a larger and less concentrated syndicate, especially when the borrower is less transparent. A stronger PE‐bank relationship also attracts greater foreign bank participation. Our findings suggest that the lead bank's relationship with a large equity holder of the borrower facilitates information production in lending.     

CFO Narcissism and Financial Reporting Quality

We investigate the effect of CFO narcissism, as measured by signature size, on financial reporting quality. Experimentally, we validate that narcissism predicts misreporting behavior, and that signature size predicts misreporting through its association with narcissism. Empirically, we examine notarized CFO signatures and find CFO narcissism is associated with more earnings management, less timely loss recognition, weaker internal control quality, and a higher probability of restatements. The results are consistent for within‐firm comparisons focusing on CFO changes and are robust to controlling for CFO overconfidence and CEO narcissism. The results highlight the importance of CFO characteristics in the domain of financial reporting decisions.