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Financial market development and firm investment in tax avoidance: Evidence from credit default swap market

Journal of Banking & Finance 2019 107, 105608 open access
Lenders reduce their monitoring efforts after hedging their credit risk exposure through credit default swap (CDS) contracts, which are akin to insurance against borrowers’ adverse credit events. In this study, we examine whether, upon observing the reduced lender monitoring following CDS trading, shareholders demand that borrowing firms invest in more aggressive tax planning strategies, which were previously constrained by risk-averse lenders. Using a difference-in-differences design that exploits the variation in timing of the inception of CDS trading, we document that borrowers exhibit greater tax avoidance after the inception of CDS trading. Consistent with shareholders stepping up their demands post-CDS, we find that the increase in tax avoidance is stronger for (i) firms with more powerful and influential shareholders, as measured by dedicated institutional investors, (ii) firms with stronger shareholder defenders, as measured by board independence and board size, and (iii) firms with more strategic default options. We also find that borrowers with higher levels of tax avoidance are less likely to file for bankruptcy in the future. Our findings are robust to a battery of sensitivity checks, including controlling for cost of debt and endogeneity, as well as using alternative measures of tax avoidance.

Does competition affect ratings quality? Evidence from Canadian corporate bonds

Journal of Corporate Finance 2019 58, 605-623
This paper investigates the effect of competition among credit rating agencies on ratings quality. Specifically, we study how the ratings quality of a small local rating agency (DBRS) responds to competition from a large global rating agency (S&P) in rating Canadian corporate bonds. We find that DBRS's ratings become more favorable and less informative about the credit quality of Canadian bonds in response to increased competition from S&P. Our evidence supports the view that reputation concerns are not an effective disciplinary mechanism for small rating agencies facing competitive pressure from their larger peers.

Is skin in the game a game changer? Evidence from mandatory changes of D&O insurance policies

Journal of Accounting and Economics 2019 68(1), 101225
This paper examines the incentive effects of a mandatory personal deductible in liability insurance contracts for directors and officers (D&Os). Exploiting a novel German law that mandates personal deductibles for executives, we document positive returns for affected firms around the first announcement of the plan to impose a personal deductible. We also find evidence of long-run effects: affected firms decrease risk taking in operational activities and financial reporting, and improve the quality of takeover decisions. Our study shows that the structure of D&O insurance contracts matters because mandating that D&Os have “skin in the game” appears to lead to real effects on firm value.

Corporate pyramids, geographical distance, and investment efficiency of Chinese state-owned enterprises

Journal of Banking & Finance 2019 99, 95-120 open access
We investigate how the state's intervention in the investment decisions of Chinese local SOEs is affected by corporate control distance in the form of pyramidal layers and the geographical distance between the SOEs and their government controllers. Although both the corporate control distance and the geographical distance affect the state's costs of acquiring information about the SOEs, the former is created intentionally by the state to delegate decision rights, and the latter is largely exogenous. We find that local SOEs’ investment efficiency is positively associated with the extensiveness of pyramids but negatively related to the geographical distance. The positive impact of pyramid-building on investment efficiency remains strong even when information costs captured by the geographical distance are low. However, the two distance measures lose their impact on investment efficiency when local governments reclaim control through a vertical interlock of chairman. Our results indicate that the credibility of the government's intention to delegate decision rights is vital to the SOEs’ efficiency when government intervention is the norm in China.

Decision fatigue and heuristic analyst forecasts

Journal of Financial Economics 2019 133(1), 83-98
Psychological evidence indicates that decision quality declines after an extensive session of decision-making, a phenomenon known as decision fatigue. We study whether decision fatigue affects analysts’ judgments. Analysts cover multiple firms and often issue several forecasts in a single day. We find that forecast accuracy declines over the course of a day as the number of forecasts the analyst has already issued increases. Also consistent with decision fatigue, we find that the more forecasts an analyst issues, the higher the likelihood the analyst resorts to more heuristic decisions by herding more closely with the consensus forecast, self-herding (i.e., reissuing their own previous outstanding forecasts), and issuing a rounded forecast. Finally, we find that the stock market understands these effects and discounts for analyst decision fatigue.

Private Firm Investment and Public Peer Misvaluation

The Accounting Review 2019 94(6), 31-60
We study how public firm misvaluation affects private peer firm investments. An economic competition hypothesis predicts a negative relation because misvaluation-induced new investment by public firms crowds out investment by private peers that share common input or output markets. An alternative shared sentiment hypothesis predicts a positive relation because private firm stakeholders share in the sentiment associated with misvaluation in public markets. Misvaluation is proxied using both the price-to-fundamental ratio and an exogenous instrument obtained from mutual fund flows. The evidence is consistent with the shared sentiment hypothesis, and robust to alternative treatments for growth opportunities. Private firms finance misvaluation-induced investment primarily internally or externally with debt, not equity. Finally, misvaluation-induced investment increases future return on investment for private firms, in contrast with public firms. Overall, these findings suggest that overvaluation in public markets increases private firm investments and has beneficial effects on private firm investments by relaxing financing constraints. JEL Classifications: G32; M41. Data Availability: Data are available from sources identified in the paper.

Robust Measures of Earnings Surprises

Journal of Finance 2019 74(2), 943-983
Event studies of market efficiency measure earnings surprises using the consensus error ( CE ), given as actual earnings minus the average professional forecast. If a subset of forecasts can be biased, the ideal but difficult to estimate parameter‐dependent alternative to CE is a nonlinear filter of individual errors that adjusts for bias. We show that CE is a poor parameter‐free approximation of this ideal measure. The fraction of misses on the same side ( FOM ), which discards the magnitude of misses, offers a far better approximation. FOM performs particularly well against CE in predicting the returns of U.S. stocks, where bias is potentially large.