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An analyst by any other surname: Surname favorability and market reaction to analyst forecasts

Journal of Accounting and Economics 2019 67(2-3), 306-335 open access
We find that forecast revisions by analysts with more favorable surnames elicit stronger market reactions. The effect is stronger among firms with lower institutional ownership and for analysts with non-American first names. Following the 9/11 terrorist attacks, and France and Germany's opposition to the Iraq War, revisions by analysts with Middle Eastern and French or German surnames, respectively, generated weaker market reaction. Surname favorability is not associated with forecast quality, but it has complementary effects with forecast performance on analysts’ career outcomes. Surname favorability mitigates under-reaction to forecast revisions. These findings are distinct from the effects of ethnic, cultural proximity, or in-group bias.

Strategic reactions in corporate tax planning

Journal of Accounting and Economics 2019 68(1), 101232
We find that firms’ tax planning exhibits strategic reactions: firms respond to changes in their industry-competitors’ tax planning by changing their own tax planning in the same direction. We document evidence of these strategic reactions in two distinct research settings that entail an exogenous increase and decrease in competitors’ tax planning. We also find evidence that strategic reactions stem from concerns about appearing more tax aggressive than industry competitors, some evidence that they stem from firms learning from the tax planning of their industry competitors, and no consistent evidence that they stem from leader-follower dynamics.

Accounting quality and the transmission of monetary policy

Journal of Accounting and Economics 2019 68(2-3), 101265
We examine how firms' accounting quality affects their reaction to monetary policy. The balance sheet channel of monetary policy predicts that the quality of firms' accounting reports plays a role in transmitting monetary policy by affecting information asymmetries between firms and capital providers. Consistent with this prediction, we find that accounting quality moderates firms' equity market response and future investment sensitivity to unexpected changes in monetary policy. Moreover, the former relation is amplified for firms with more growth opportunities and more financial constraints, further consistent with accounting quality moderating the transmission of monetary policy.

Whom Do Employers Want? The Role of Recent Employment and Unemployment Status and Age

Journal of Labor Economics 2019 37(2), 323-349
We use a résumé audit study to investigate the role of employment and unemployment histories in callbacks to job applications. We find that applicants with 52 weeks of unemployment have a lower callback rate than those with shorter spells. There is no relationship, however, between spell length and callback among applicants with spells of 24 weeks or less. We also find that both younger and older applicants have a lower callback probability than prime-aged applicants. Finally, we find that applicants who are employed at the time of application have a lower callback rate than do unemployed applicants.

Chasing Private Information

Review of Financial Studies 2019 32(12), 4997-5047
Abstract Using over 5,000 trades unequivocally based on nonpublic information about firm fundamentals, we find that asymmetric information proxies display abnormal values on days with informed trading. Volatility and volume are abnormally high, whereas illiquidity is low, in equity and option markets. Daily returns reflect the sign of private signals, but bid-ask spreads are lower when informed investors trade. Market makers’ learning under event uncertainty and limit orders help explain these findings. The cross-section of information duration indicates that traders select days with high uninformed volume. Evidence from the U.S. SEC Whistleblower Reward Program and the FINRA involvement addresses selection concerns. Received January 11, 2017; editorial decision December 17, 2018 by Editor Andrew Karolyi. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.

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.

Firm boundaries and financing with opportunistic stakeholder behaviour

Journal of Corporate Finance 2019 56, 437-457 open access
We explore the impact of strategic behaviour of equity holders, debt holders and an opportunistic supplier of a critical input on the firm's capital structure, organisational design, and its outsourcing decision. We show that the supplier can trigger strategic bankruptcy even when the firm is solvent. Equity holders respond to this either by eliminating the supplier and producing the input in-house or by reducing their exposure to debt by using equity-financing. Both responses introduce inefficiency since input costs are higher with in-house production, and debt is cheaper than equity. We show that the equilibrium debt-equity ratio varies positively with cash-flow profitability and the marginal cost of the supplier's input, but negatively with the riskiness of the cash flow and the equity holders' in-house input production costs.

How Crashes Develop: Intradaily Volatility and Crash Evolution

Journal of Finance 2019 74(1), 193-238 open access
ABSTRACT This paper explores whether affine models with volatility jumps estimated on intradaily S&P 500 futures data over 1983 to 2008 can capture major daily outliers such as the 1987 stock market crash. Intradaily jumps in futures prices are typically small; self‐exciting but short‐lived volatility spikes capture intradaily and daily returns better. Multifactor models of the evolution of diffusive variance and jump intensities improve fits substantially, including out‐of‐sample over 2009 to 2016. The models capture reasonably well the conditional distributions of daily returns and realized variance outliers, but underpredict realized variance inliers. I also examine option pricing implications.

The Loss of Information Associated with Binary Audit Reports: Evidence from Auditors' Internal Control and Going Concern Opinions

Contemporary Accounting Research 2019 36(3), 1461-1500
ABSTRACT This study provides evidence that binary signals in audit reports are unable to fully communicate underlying risks that are inherently continuous in nature. Specifically, we find that companies whose audit reports signal an improvement in internal control effectiveness relative to the prior year are still more likely to subsequently restate the current year's financial statements than companies with no material weaknesses in either year. Similarly, companies deemed to no longer have substantial doubt of continuing as a going concern are still more likely to declare bankruptcy than companies with no going concern opinion in either year. Results in both settings suggest the presence of residual risk that cannot be communicated through a binary audit report, despite the fact that auditors recognize the risk, as evidenced by higher audit fees and longer audit report lags. Our findings are strongest when the reported improvement is more pronounced, and our results hold in matched samples. Our study provides empirical evidence that supports recent regulatory efforts to improve the content of the audit report and offers suggestions for future research.