Cost stickiness and bank loan contracting

This study examines whether and, if so, how borrowers' asymmetric cost behavior (i.e., cost stickiness) is factored into the price and non-price terms of bank loan contracts. We provide strong and reliable evidence that ex-ante, the loan spread increases with cost stickiness after controlling for other known determinants of loan contract terms. Moreover, we find that the effect is more pronounced for borrowers with higher default risk and higher information risk. This is consistent with borrowers' asymmetric cost behavior increasing lenders' uncertainty about the liquidation value of assets, and hence, lenders need to be compensated ex-ante. Additionally, we conjecture that higher cost stickiness may increase the need for ex-post monitoring. Consistent with this conjecture, we find some evidence that lenders impose tighter non-price terms on firms with stickier costs. This study integrates cost stickiness research with the banking literature by showing that banks incorporate borrowers' asymmetric cost behavior into loan contracting terms.     

Bank loan loss accounting treatments,credit cycles and crash risk

Banks that follow conditional conservatism in their loan loss accounting treatments benefit from a reduction in crash risk. The key discretionary loan loss accounting channels are provisions and allowances. We show that conditional conservatism reduces crash risk of small banks during periods of credit contraction and boom. Interestingly, for large banks, crash risk is not reduced by more conservative accounting even for those with higher levels of opacity. Hence regulation prompting for more conservative bank loan loss accounting does not present a significant opportunity to limit systemic effects arising from abrupt price declines in the stocks of large banks.     

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.     

Correlated Default and Financial Intermediation

Financial intermediation naturally arises when knowing how loan payoffs are correlated is valuable for managing investments but lenders cannot easily observe that relationship. I show this result using a costly enforcement model in which lenders need ex post incentives to enforce payments from defaulted loans and borrowers' payoffs are correlated. When projects have correlated outcomes, learning the state of one project (via enforcement) provides information about the states of other projects. A large correlated portfolio provides ex post incentives for enforcement. Thus, intermediation dominates direct lending, and intermediaries are financed with risk‐free deposits, earn positive profits, and hold systemic default risk.     

The flight home effect: Evidence from the syndicated loan market during financial crises

This paper shows that the collapse of the global market for syndicated loans during financial crises can in part be explained by a flight home effect whereby lenders rebalance their loan portfolios in favor of domestic borrowers. The home bias of lenders' loan origination increases by approximately 20% if the bank's home country experiences a banking crisis. This flight home effect is distinct from flight to quality because borrowers of different quality are equally affected. The results indicate that the home bias in capital allocation tends to increase when adverse economic shocks reduce the wealth of international investors.     

Association Between Borrower and Lender State Ownership and Accounting Conservatism

We examine the association between borrower (firm) and lender (bank) state ownership and accounting conservatism for a sample of Chinese firms. We hypothesize that state‐owned enterprises (SOEs) adopt less conservative accounting than non‐state‐owned enterprises (NSOEs) because lenders are less concerned with downside risk for SOEs than for NSOEs. We also hypothesize a negative relation between conservatism and the fraction of total loans a firm borrows from state‐owned banks (SBs) because SBs have weaker demand for assurance of sufficient net assets to cover loan repayments than non‐state‐owned banks (NSBs). We find support for both hypotheses. Further analyses reveal that: (1) firms that borrow from commercial SBs exhibit more conservative accounting than firms that borrow from policy SBs and (2) firms adopt more conservative accounting as they get more loans from banks with foreign ownership or exclusively foreign banks. However, the results of these additional analyses are to some extent sensitive to alternative measures of accounting conservatism.     

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.     

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.     

Loan collateral and financial reporting conservatism: Chinese evidence

We examine the relation between the use of collateral and financial reporting conservatism for a sample of Chinese firms. In the absence of flexibility in risk pricing through interest rates and strong contract enforcement in China, we find that lenders reduce collateral requirements from more conservative borrowers and that this negative relation is significantly moderated by borrowers’ poor credit quality and low asset tangibility. Our finding that conservatism can result in a tangible benefit in the form of lower collateral requirements indicates that lenders value financial reporting conservatism. However, the benefit from financial reporting conservatism is muted as lenders become more concerned about borrowers’ default risk or ability to pledge tangible assets as collateral against loans.     

Corporate Lobbying,Visibility and Accounting Conservatism

In this study, we examine the relationship between a firm's lobbying activities and financial reporting quality using a US setting where public scrutiny of corporate political activities is high. More importantly, we examine whether and how a firm's visibility shapes the relationship between its corporate lobbying activities and accounting conservatism. Adopting annual lobbying expenditure data to measure firms’ lobbying activities, and using a propensity‐score‐matching methodology to control for differences in firm characteristics between lobbying and non‐lobbying firms, we find a positive relationship between a firm's lobbying intensity and the degree of accounting conservatism in its financial reporting. We further find this positive relationship to be more pronounced in lobbying firms with a higher level of visibility. These results are robust after controlling for a firm's political connections, across various conditional conservatism measures, and across a number of visibility measures including firm size, the number of analysts following the firm, the age of the firm, the number of foreign stock exchanges that the firm is cross‐listed in, and the level of the firm's media coverage. Together, our findings add to the literature on how firms’ political activities shape their accounting practices in general, and accounting conservatism in particular. More importantly, our findings suggest that the heightened public attention paid to political activities in the US yields incentives for firms to be more conservative in their accounting practices.     

Effects of air pollution on accounting conservatism

We examine the impact of air pollution on a firm's accounting policy conservatism. We hypothesize that, in response to risks associated with increased air pollution, firms apply more conservative accounting practices and utilize more conservative estimates in their reporting. Using a sample of Chinese firms, accounting conservatism measures, and a satellite-based air pollution metric, we confirm the validity of our hypothesis. Additional analysis suggests that the impact of air pollution on accounting policy conservatism is more salient for firms in high-pollution industries, firms under severe financial constraint, firms with higher environmental risk, and firms that receive high media coverage. Further, we document that air pollution does not significantly affect a firm's return on assets, year-on-year sales growth, or Tobin's Q measure. Hence, it is management's risk perception, not objective performance concern, that is driving accounting conservatism. Finally, specifically investigating accounting conservatism, we discover that, for firms with higher pollution levels, selling general and administrative expenses, liabilities provision, accrued expenses, and asset impairment loss are significantly higher.     

Do Loan Loss Provisions Affect the Credit Fluctuations in China’s Banking System?

ABSTRACT

The global financial crisis of 2008 sparked new ideas on pro-cyclical transmission in the financial system. The accounting treatment method of loan loss provisions differs between the accounting standards that banks use and the supervisory rules of banks. This fundamental difference has attracted wide attention from academics and regulators. This article studies whether bank loan loss provisions affect credit fluctuation in China’s banking system. We divide loan loss provisions into discretionary and non-discretionary loan loss provisions. We find that non-discretionary loan loss provisions result in greater credit fluctuation, whereas discretionary loan loss provisions have no significant impact on credit fluctuation. Further evidence shows that the relation between non-discretionary loan loss provisions and credit fluctuations does not vary among different types of banks. Overall, our study shows that non-discretionary loan loss provisions can increase credit fluctuation and therefore strengthen banks’ pro-cyclical behavior.     

CEOs’ experience of the Great Chinese Famine and accounting conservatism

This study investigates how a CEO's early-life experience of the Great Chinese Famine affects corporate accounting conservatism. We find that companies whose CEOs had experienced famines in early life adopted more conservative accounting policies. This famine experience effect is more pronounced in high uncertainty environments proxied by non-SOEs, politician turnovers and the adoption of International Financial Reporting Standards (IFRS). Additional tests indicate that CEOs with famine experience tend to support conservative accounting practices for contingencies and accelerate the recognition of asset impairments in negative events. Overall, consistent with imprinting theory, our results highlight the role of early-life traumatic experiences in shaping CEOs’ risk preferences and financial reporting policies.     

The association between fair value measurements and banks' discretionary accounting choices

This study examines the association between fair value measurements and banks' discretionary loan loss provisions using regulatory financial data from 2009 to 2016 for a sample of U.S. public bank holding companies. I find that banks recognizing larger proportions of fair value assets and liabilities based on level 2 and level 3 inputs are associated with lower discretionary loan loss provisions. However, there is no significant association between level 1 fair value assets and liabilities and discretionary loan loss provisions. When pre-managed earnings are lower, banks with larger proportions of level 2 and level 3 fair value assets and liabilities report smaller discretionary loan loss provisions to inflate earnings. Banks reporting larger proportions of level 2 and level 3 fair value assets and liabilities are more likely to use discretionary loan loss provisions to beat earnings benchmarks and manage tier one capital ratios. Overall, the results support the proposition that fair value assets and liabilities based on level 2 and level 3 inputs are less transparent and are subject to more discretion regarding loan loss provisions.     

Option compensation,risky mortgage lending,and the financial crisis

We examine how option compensation affects banks' risky mortgage origination and sale decisions before the financial crisis in 2008. We find that, in the period immediately before the financial crisis, option compensation has little impact on the riskiness of mortgages originated and is negatively associated with mortgage lenders' propensity to sell risky mortgages. The results are consistent with banks' incentives to maximize revenues from origination and servicing fees while managing risk exposure by adjusting the sale of risky mortgages. For identification, we use bank-year fixed effects and matched loan applications to control for both supply- and demand-side factors of mortgage lending. We find similar results when using the variation in option compensation generated by the implementation of FAS 123R.     

Public Information and Coordination: Evidence from a Credit Registry Expansion

This paper provides evidence that lenders to a firm close to distress have incentives to coordinate: lower financing by one lender reduces firm creditworthiness and causes other lenders to reduce financing. To isolate the coordination channel from lenders' joint reaction to new information, we exploit a natural experiment that forced lenders to share negative private assessments about their borrowers. We show that lenders, while learning nothing new about the firm, reduce credit in anticipation of other lenders' reaction to the negative news about the firm. The results show that public information exacerbates lender coordination and increases the incidence of firm financial distress.     

Conditional conservatism and the yield spread of corporate bond issues

Building upon recent research which indicates that debt markets rather than equity markets shape financial reporting, this study examines how conditionally conservative financial reporting relates to the yield spread of corporate bond issues. Our findings suggest that the debt contract efficiency/information costs view of conditional conservatism, documented in private debt contracts, does not generalize to public debt contracts. Instead, a debt contract renegotiation costs perspective seems to better capture the dynamics of the public debt markets, with conditionally conservative reporting being associated with higher yield spread of corporate bond issues. Additional subsample test results indicate that the association between conditional conservatism and bond yield spreads is more pronounced in non-investment grade bonds, for bond issuers with more financial distress, and for bonds that are issued before the passage of the Sarbanes–Oxley Act. This study fills a gap in the conservatism literature, which focuses primarily on equity or private bank loan markets with traditional debt contract efficiency/information costs view.     

A Note on Selecting a Response Measure for Financial Distress

Since 1966, researchers have examined financial distress prediction models to determine the usefulness of accounting information to lenders. These researchers primarily used legal bankruptcy as the response variable for economic financial distress, or included legal bankruptcy with other events in dichotomous prediction models. However, theoretical models of financial distress normally define financial distress as an economic event, the inability to pay debts when due (insolvency). This study uses a loan default/accommodation response variable as a proxy for the inability to pay debts when due. The purpose of this note is to empirically test whether or not using the inability of a firm to pay debts when due, loan default/accommodation, as a response measure produces different results than using legal bankruptcy as the response measure. The study's empirical results show that legal bankruptcy and loan default/accommodation financial distress prediction models produce different statistical results, thus suggesting that the responses measure different constructs. A loan default/accommodation model also fits the data better than a bankrupt model. Our results suggest that a loan default/accommodation response may be a more appropriate measure to determine which accounting information is most useful to lenders in evaluating a firm's credit risk.     

Hedge commitments and agency costs of debt: evidence from interest rate protection covenants and accounting conservatism

We provide large sample evidence that credible hedge commitments reduce the agency costs of debt and that accounting conservatism enhances hedge commitments. We examine 2,338 bank loans entered into by 263 mandatory derivative users that are contractually obligated by interest rate protection covenants, 709 voluntary derivative users, and 1,366 non-users. We show that loan contracts are more likely to include interest rate protection covenants when borrowers are less likely to maintain the hedge position once the financing is completed. We find that borrowers who credibly commit to hedge using these covenants significantly reduce their interest rates. While we do not find an average interest savings for voluntary derivative users, we do find a reduction in their loan rates when they practice conservative financial reporting. Our results suggest that accounting conservatism helps borrowers resolve shareholder-creditor conflicts by committing to maintain their hedge positions after completing debt financing.     

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.