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Why Does Aggregate Earnings Growth Reflect Information about Future Inflation?

The Accounting Review 2017 92(6), 247-276
We propose two explanations for the previously documented relation between aggregate earnings growth and future inflation: one based on firms changing their investment in response to earnings growth, and the other based on consumers varying their consumption in response to wealth effects of profitability growth. As the supply of goods and services is relatively inelastic in the short run, our arguments imply that changes to near-term demand for investment (consumption) will affect the prices of investment (consumption) goods and services. Consistent with the investment-based argument, we find that profitability changes predict investment and Producer Price Index (PPI) shifts in subsequent quarters. Our analyses also reveal that aggregate earnings growth predicts future investment and PPI forecast errors. We find, at best, weak evidence for the consumption-based link between aggregate earnings growth and future inflation.

Momentum, Business Cycle, and Time‐varying Expected Returns

Journal of Finance 2002 57(2), 985-1019
A growing number of researchers argue that time‐series patterns in returns are due to investor irrationality and thus can be translated into abnormal profits. Continuation of short‐term returns or momentum is one such pattern that has defied any rational explanation and is at odds with market efficiency. This paper shows that profits to momentum strategies can be explained by a set of lagged macroeconomic variables and payoffs to momentum strategies disappear once stock returns are adjusted for their predictability based on these macroeconomic variables. Our results provide a possible role for time‐varying expected returns as an explanation for momentum payoffs.

Analysts’ estimates of the cost of equity capital

Journal of Accounting and Economics 2021 71(2-3), 101367
We explore a large sample of analysts' estimates of the cost of equity capital (CoE) to evaluate their usefulness as expected return proxies (ERP). We find that the CoE estimates are significantly related to a firm's beta, size, book-to-market ratio, leverage, and idiosyncratic volatility but not other risk proxies. Even after controlling for the popular return predictors, the CoE estimates incrementally predict future stock returns. This predictive ability is better explained as the CoE estimates containing ERP information rather than reflecting stock mispricing. When evaluated against traditional ERPs, including the implied costs of capital, the CoE estimates are found to be the least noisy. Finally, we document CoE responses around earnings announcements, demonstrating their usefulness to study discount-rate reactions of market participants. We conclude that analysts' CoE estimates are meaningful ERPs that can be fruitfully employed in a variety of asset pricing contexts.

Macroeconomic effects of corporate tax policy

Journal of Accounting and Economics 2019 68(1), 101233 open access
Prior studies on the relation between corporate taxes and future macroeconomic growth present contradictory evidence. We argue this mixed evidence is at least partly due to the use of statutory corporate tax rates which ignore the complexity of tax exemptions, tax deductions, tax enforcement and firms’ tax planning. We propose an alternative tax rate measure that aggregates cash effective tax rates of listed firms, which reflect not only statutory tax rates, but also other features of the tax code, enforcement, and firms' tax planning. We find a strong robust negative relation between country-level effective tax rates and future macroeconomic growth.

Audited financial reporting and voluntary disclosure as complements: A test of the Confirmation Hypothesis

Journal of Accounting and Economics 2012 53(1-2), 136-166
We examine the “confirmation” hypothesis that audited financial reporting and disclosure of managers' private information are complements, because independent verification of outcomes disciplines and hence enhances disclosure credibility. Committing to higher audit fees (a measure of financial statement verification) is associated with management forecasts that are more frequent, specific, timely, accurate and informative to investors. Because private information disclosure and audited financial reporting are complements, their economic roles cannot be evaluated separately. Our evidence cautions against drawing inferences exclusively from market reactions around “announcement periods” because audited financial reporting indirectly affects information released at other times and through other channels.

Are CEOs Rewarded for Luck? Evidence from Corporate Tax Windfalls

Journal of Finance 2025 80(4), 2255-2302 open access
Focusing on the one‐off tax gains and losses (i.e., windfalls) associated with the 2017 Tax Cuts and Jobs Act, we reexamine whether CEOs are rewarded for luck. We find that weakly monitored CEOs are compensated for the windfall tax gains but not penalized for the corresponding tax losses. No such pattern is observed for CEOs facing greater pay scrutiny. The pay for windfalls cannot be explained as rewards for CEOs’ efforts, talents, political activities, or as firms sharing their tax gains with all executives. The results are more consistent with rent extraction by CEOs facing weak pay scrutiny.

Contractibility and Transparency of Financial Statement Information Prepared Under IFRS: Evidence from Debt Contracts Around IFRS Adoption

Journal of Accounting Research 2015 53(5), 915-963 open access
We outline several properties of IFRS that potentially affect the contractibility or the transparency of financial statement information, and hence the use of that information in debt contracts. Those properties include the increased choice among accounting rules IFRS gives to managers, enhanced rule‐making uncertainty, and increased emphasis on fair value accounting. Consistent with reduced contractibility of IFRS financial statement information, we find a significant reduction in accounting‐based debt covenants following mandatory IFRS adoption. The reduction in accounting covenant use is associated with measures of the difference between prior domestic standards and IFRS. Because IFRS adoption changed financial reporting in many ways simultaneously, it is difficult to trace the decline in accounting covenant use to individual IFRS properties, though we report larger declines in accounting covenant use in banks, which have a higher proportion of assets and liabilities that are fair‐valued. Our findings are better explained by reduced contractibility than by increased transparency, which would predict reduced nonaccounting covenant use as well, whereas we observe increases. Overall, we conclude that IFRS rules sacrifice debt contracting usefulness to achieve other objectives, such as provision of accounting information relevant to valuation.