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The difference a day makes: Timely disclosure and trading efficiency in the muni market

Journal of Financial Economics 2021 139(1), 313-335
The Real-Time Transaction Reporting System (RTRS) reduced the delay in reporting municipal bond trades from one-day to 15 min. We find a significant reduction in secondary market trading costs after the introduction of the RTRS. Our estimates imply that retail investors benefited primarily from reduced dealer intermediation costs, while large trades benefited from reductions in bargaining costs. Bonds experienced increases in trading volume across the liquidity spectrum. We find higher dealer capital commitment, longer intermediation chains, and fewer pre-arranged trades, all suggesting increased market-making incentives for dealers. These results are largely consistent with predictions from search-based models.

Whistleblowing Allegations, Audit Fees, and Internal Control Deficiencies*

Contemporary Accounting Research 2021 38(1), 32-62
We investigate whether audit fees and auditors' opinions on internal controls are associated with whistleblowing allegations externally filed to regulatory agencies. We find that firms subject to whistleblowing allegations have significantly higher audit fees, regardless of the substance of these allegations, whereas an auditor is more likely to issue an adverse opinion on internal controls when the allegation is substantiated, rather than frivolous. Further, our findings suggest that auditors are involved in the auditing of whistleblowing when the allegation is still in an internal stage. We also show that firms subject to external whistleblowing allegations have a lower likelihood of restating financial statements prepared in the allegation year when greater audit effort is made in that year. Our study is among the first to demonstrate the role of auditors in the context of whistleblowing.

Do banks price environmental transition risks? Evidence from a quasi-natural experiment in China

Journal of Corporate Finance 2021 69, 101983
This paper assesses the risk arising from transition toward a low-emission economy and examines its transmission channels within the financial system. The environmental dynamic stochastic general equilibrium (E -DSGE) model shows that tightening environmental regulation impairs firms' balance sheets in the short term, as it enforces firms to internalize the pollution costs, which consequentially escalates the risks facing the financial system. For the empirical analysis, we employ the Clean Air Action that the Chinese government launched in 2013 as a quasi-natural experiment. The analysis on a unique dataset containing more than one million loans indicates that the default rates of high-polluting firms rose by around 80% along their environmental policy exposure. Further analysis shows those joint equity commercial banks with lower degree of government intervention and better corporate governance structure were able to appropriately manage their exposure to transition risks, while the state-owned banks failed to factor in such risks when extending credit to the borrowers targeted by the environmental regulation.

Is Audit Committee Equity Compensation Related to Audit Fees?*

Contemporary Accounting Research 2021 38(1), 740-769
Section 301 of the Sarbanes‐Oxley Act (SOX) implicitly assumes that audit committees can independently determine audit fees. Critics of section 301 have questioned this assumption in particular, and the efficacy of section 301 more generally. In response, the SEC issued a concept release in 2015 calling for public disclosure of the process that audit committees follow for determining auditor compensation. Motivated by these calls and the widespread use of stocks and options to compensate firms' independent directors, we examine the relation between equity compensation granted to audit committee members and audit fees. Using a sample of 3,685 firm‐year observations during 2007–2015, we find a negative relation between audit committee equity compensation and audit fees, consistent with larger equity pay inducing audit committee members to compromise independence by paying lower audit fees. These findings are robust to controlling for endogeneity, firm size, alternative measures of equity compensation, alternative samples, and an alternative treatment of extreme values. We further show that larger equity compensation is associated with lower earnings quality. We also find that the negative effect of equity compensation on audit fees is stronger when city‐level audit market competition is high. However, this negative relation disappears when (i) firms face high litigation risk, (ii) auditors have stronger bargaining power, (iii) the audit committee includes a high proportion of accounting experts, and (iv) auditors are industry experts. Our results are relevant for regulators and investors.

The Externalities of Corruption: Evidence from Entrepreneurial Firms in China

Review of Finance 2021 25(3), 629-667
Exploiting China’s anti-corruption campaign, we show that following a decrease in corruption, firm performance improves. Small and young firms benefit more. We identify the channels through which corruption hampers firm performance. Following the anti-corruption campaign, the allocation of capital and labor becomes more efficient. Firms operating in ex ante more corrupt environments experience larger productivity gains, higher growth of sales, and lower cost of debt than other firms. Taken together, our results suggest that corruption is an inefficient equilibrium for an economy because it creates negative externalities.

Systematic risk, debt maturity, and the term structure of credit spreads

Journal of Financial Economics 2021 139(3), 770-799
We document several facts about corporate debt maturity: (1) debt maturity is pro-cyclical, (2) higher-beta firms tend to have longer maturity, and (3) shorter maturity amplifies the sensitivity of credit spreads to aggregate shocks. We present a dynamic capital structure model that explains these facts. In the model, leverage and maturity choices are interdependent, which reflect the tradeoffs of liquidity discounts of long-term debt, repayment risks of short-term debt, and the benefit of short-term debt as a commitment device for timely leverage adjustments. Additionally, the model helps quantify the effects of maturity dynamics on the term structure of credit spreads.

Qualitative characteristics of non-GAAP disclosures and non-GAAP earnings quality

Journal of Accounting and Economics 2021 72(1), 101402
We examine how the qualitative characteristics of a non-GAAP earnings disclosure reveal the quality of the non-GAAP performance metric itself. We measure the qualitative aspects of the non-GAAP disclosure using an index of 12 hand-coded characteristics and presentation choices that provide context to non-GAAP disclosures. We find that more transparent qualitative information in non-GAAP disclosures is associated with more transitory non-GAAP exclusions and a lower likelihood that managers will aggressively exclude expenses in calculating non-GAAP earnings to meet or beat analysts’ forecasts. We also find that the association between non-GAAP exclusions and earnings announcement period returns is less negative for firms with more transparent qualitative information accompanying their non-GAAP disclosures. Overall, these results suggest that qualitative characteristics of non-GAAP disclosures convey useful information about the quality of non-GAAP earnings metrics.

Multiple Switching and Data Quality in the Multiple Price List

The Review of Economics and Statistics 2021 103(1), 136-150
A substantial proportion of individuals who complete the widely used multiple price list (MPL) instrument switch back and forth between the safe and the risky choice columns, behavior that is believed to indicate low-quality decision making. We develop a conceptual framework to formally define decision-making quality, test explanations for the nature of low-quality decision making, and introduce a novel “nudge” treatment that reduced multiple switching behavior and increased decision-making quality. We find evidence in support of task-specific miscomprehension of the MPL and that non-multiple switchers and relatively high-cognitive-ability individuals are not immune to low-quality decision making.

Short‐Termist CEO Compensation in Speculative Markets: A Controlled Experiment*

Contemporary Accounting Research 2021 38(3), 2105-2156
Bolton, Scheinkman, and Xiong (2006) model a setting where investors disagree and short‐sales constraints cause pessimistic views of stock prices to be less influential, which leads to speculative stock prices. A theoretical implication of the model is that existing shareholders can exploit the speculative stock prices by (i) designing managerial compensation contracts that encourage short‐term performance, and (ii) subsequently selling their shares to more optimistic investors. We document empirical support for this theory by finding that an exogenous removal (Regulation SHO) of short‐sales constraints curbs the provision of short‐term incentives, an effect reflected in longer CEO compensation duration. The effect is concentrated among stocks with high investor disagreement and short‐term‐oriented institutional ownership. Consistent with prior work, we also find that longer CEO compensation duration leads to longer CEO investment horizons, less overinvestment, and less earnings management. Collectively, our results speak to the contributing role of speculative stock prices in corporate short‐termism. Finally, our study implies that effective policies to curb corporate short‐termism should address stock market speculation and promote mechanisms that tie executive compensation to longer‐term stock price performance.

Real effects of share repurchases legalization on corporate behaviors

Journal of Financial Economics 2021 140(1), 197-219
We use staggered share repurchases legalization from 1985 to 2010 across the world to examine its impact on corporate behaviors. We find that share-repurchasing firms do not cut dividends as a substitution. The cash for repurchasing shares comes more from internal cash than external debt issuance, leading to reductions in capital expenditures and R&D expenses. While this strategy boosts stock prices, it results in lower long-run Tobin's Q, profitability, growth, and innovation, accompanied by lower insider ownership. Tax benefits and paying out temporary earnings are two primary reasons that firms repurchase.