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Robust Models of CEO Turnover: New Evidence on Relative Performance Evaluation

The Review of Corporate Finance Studies 2018 7(1), 70-100
We examine the robustness of empirical models and findings concerning CEO turnover. We show that the sensitivity of turnover to abnormal firm performance is an extremely robust result. In contrast, evidence indicating a relation between turnover and industry performance is both weak and fragile. We show that small changes in turnover modeling choices can affect inferences in a large way. Our evidence casts substantial doubt on the hypothesis that there is a large industry performance component to turnover decisions. We use our findings to offer some general prescriptions for checking robustness results in CEO turnover research. Received June 6, 2017; editorial decision July 10, 2017 by Editor Uday Rajan.

Oil Prices and the Stock Market

Review of Finance 2018 22(1), 155-176 open access
Abstract This paper develops a novel method for classifying oil price changes as supply or demand driven using information in asset prices. Motivated by a simple model, demand shocks are identified as returns to an index of oil producing firms which are orthogonal to unexpected changes in the VIX index, with supply shocks capturing the remaining variation in oil prices. Demand shocks are strongly positively correlated with market returns and economic output, whereas supply shocks have a strong negative correlation. The negative correlation of supply shocks and returns is strongest in industries that produce consumer goods, while the positive correlation of demand shocks is stronger for industries which use relatively large amounts of oil as an input.

Macroprudential policy and the revolving door of risk: Lessons from leveraged lending guidance

Journal of Financial Intermediation 2018 34, 17-31
We investigate the U.S. experience with macroprudential policies by studying the interagency guidance on leveraged lending. We find that the guidance primarily impacted large, closely supervised banks, but only after supervisors issued important clarifications. It also triggered a migration of leveraged lending to nonbanks. While we do not find that nonbanks use more lax lending policies than banks, we unveil important evidence that nonbanks increased bank borrowing following the guidance, possibly to finance their growing leveraged lending. The guidance was effective at reducing banks’ leveraged lending activity, but it is less clear whether it accomplished its broader goal of reducing the risk that these loans pose for the stability of the financial system. Our findings highlight the importance of supervisory monitoring for macroprudential policy goals, and the challenge that the revolving door of risk poses to the effectiveness of macroprudential regulations.

Near-money premiums, monetary policy, and the integration of money markets: Lessons from deregulation

Journal of Financial Intermediation 2018 33, 16-32 open access
The 1960s and 1970s witnessed rapid growth in the markets for new money market instruments, such as negotiable certificates of deposit (CDs) and Eurodollar deposits, as banks and investors sought ways around various regulations affecting funding markets. In this paper, we investigate the impacts of the deregulation and integration of the money markets. We find that the pricing and volume of negotiable CDs and Eurodollars issued were influenced by the availability of other short-term safe assets, especially Treasury bills. Banks appear to have issued these money market instruments as substitutes for other types of funding. The integration of money markets and ability of banks to raise funds using a greater variety of substitutable instruments has implications for monetary policy. We find that, when deregulation reduced money market segmentation, larger open market operations were required to produce a given change in the federal funds rate, but that the pass through of changes in the funds rate to other market rates was also greater.

Do Analysts' Cash Flow Forecasts Encourage Managers to Improve the Firm's Cash Flows? Evidence from Tax Planning

Contemporary Accounting Research 2018 35(2), 767-793
Abstract Recent research finds that analysts' cash flow forecasts have meaningful financial reporting ramifications, but, to date, the identified effects are unlikely to yield meaningful cash flow benefits. This study examines whether analysts' cash flow forecasts encourage managers to enhance the firm's cash flow position through tax avoidance activities. We evaluate the change in cash tax avoidance after analysts begin issuing cash flow forecasts relative to a propensity score matched control sample of firms without cash flow forecasts. Consistent with analysts' cash flow forecasts encouraging tax avoidance that enhances the firm's cash flow health, we find a negative association between cash tax payments and analysts' cash flow coverage. Additional analysis suggests this association is driven primarily by strategies to permanently avoid rather than to temporarily defer tax payments and that increased cash tax avoidance activity represents a nontrivial component of the overall increase in reported operating cash flows after the initiation of analysts' cash flow coverage.

The Costs of Sovereign Default: Evidence from the Stock Market

Review of Financial Studies 2018 31(5), 1707-1751
We use stock market data to test cross-sectional implications of theories of sovereign default and provide a market-based estimate of sovereign default costs. We find that the stock prices of firms vulnerable to financial intermediation disruption, or firms more exposed to the government, are particularly sensitive to changes in sovereign credit spreads. This is consistent with theories in which default is costly because it disrupts financial intermediation and damages government reputation. Estimation of a structural valuation model indicates that the market prices stocks as if sovereign default has large effects on vulnerable stocks, translating to a 12% destruction of the value of their productive assets.

Audit Partner Tenure and Internal Control Reporting Quality: U.S. Evidence from the Not‐For‐Profit Sector

Contemporary Accounting Research 2018 35(1), 334-364
Abstract This study examines the effects of audit partner tenure and audit partner changes on internal control reporting quality for large U.S. not‐for‐profit ( NFP ) organizations. Regulators contend that audit partners lose their objectivity over successive audits, reducing audit quality. A large body of research has examined this issue, primarily in non‐U.S. jurisdictions, with mixed results. We examine the associations between audit partner tenure and audit partner changes and the incidence of reported internal control deficiencies ( ICD s), the quality of internal control reports (following PCAOB audit quality indicators), and the severity of reported ICD s. We find negative associations between audit partner tenure and the incidence of reported ICD s, the quality of internal control reports, and the severity of reported ICD s. Together, these findings indicate that internal control reporting quality deteriorates with audit partner tenure. However, we find no association between audit partner changes and internal control reporting, which is consistent with partners lacking client specific knowledge in their first year with a client. Finally, we find no association between either audit partner tenure or changes and the likelihood of remediation. Our findings contribute large‐sample U.S. evidence on the association between audit partner tenure and internal control reporting quality and provide useful information to government regulators, NFP boards charged with the oversight of the external auditor and internal controls, and NFP stakeholders.

Fuzzy Differences-in-Differences

Review of Economic Studies 2018 85(2), 999-1028 open access
Difference-in-differences (DID) is a method to evaluate the effect of a treatment. In its basic version, a “control group” is untreated at two dates, whereas a “treatment group” becomes fully treated at the second date. However, in many applications of the DID method, the treatment rate only increases more in the treatment group. In such fuzzy designs, a popular estimator of the treatment effect is the DID of the outcome divided by the DID of the treatment. We show that this ratio identifies a local average treatment effect only if the effect of the treatment is stable over time, and if the effect of the treatment is the same in the treatment and in the control group. We then propose two alternative estimands that do not rely on any assumption on treatment effects, and that can be used when the treatment rate does not change over time in the control group. We prove that the corresponding estimators are asymptotically normal. Finally, we use our results to reassess the returns to schooling in Indonesia.

Accounting standards, regulatory enforcement, and innovation

Journal of Accounting and Economics 2018 65(2-3), 221-236
We examine the effects of accounting standards and regulatory enforcement on entrepreneurial innovation and social welfare. When the entrepreneur issues a financial report that violates the accounting standards, a regulatory agency may detect the violation and bring charges. We find that when regulatory penalties are relatively insensitive to the magnitude of the violation, optimal standards are sufficiently low that they induce full compliance, and increase as the intensity of enforcement increases. In contrast, when regulatory penalties are sensitive to the magnitude of the violation, optimal standards induce non-compliance and decline as the intensity of enforcement increases.