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Are accruals mispriced? Evidence from tests of an Intertemporal Capital Asset Pricing Model

Journal of Accounting and Economics 2008 45(1), 55-77
This paper proposes a risk-based explanation for the accrual anomaly. Risk is measured using a four-factor model motivated by the Intertemporal Capital Asset Pricing Model. Tests of the model suggest that a considerable portion of the cross-sectional variation in average returns to high and low accrual firms is explained by risk. The four-factor model also performs better than some other widely used models in pricing a number of different hedge portfolios.

Estimation and empirical properties of a firm-year measure of accounting conservatism

Journal of Accounting and Economics 2009 48(2-3), 132-150
We estimate a firm-year measure of accounting conservatism, examine its empirical properties as a metric, and illustrate applications by testing new hypotheses that shed further light on the nature and effects of conservatism. The results are consistent with the measure, C_Score, capturing variation in conservatism and also predicting asymmetric earnings timeliness at horizons of up to 3 years ahead. Cross-sectional hypothesis tests suggest firms with longer investment cycles, higher idiosyncratic uncertainty and higher information asymmetry have higher accounting conservatism. Event studies suggest increased conservatism is a response to increases in information asymmetry and idiosyncratic uncertainty.

The Capital Purchase Program and subsequent bank SEOs

Journal of Financial Stability 2015 18, 91-105 open access
We find that in the aftermath of the recent financial crisis banks replenished only 12% of crisis-related losses through SEOs in 2009 and 2010. However, SEOs are disproportionately conducted by Capital Purchase Program (CPP) recipients, and this is not explained by CPP recipients’ economic and regulatory capital needs. SEOs in 2009 and 2010 by CPP recipients alone account for 27% by number, and 50% by dollar amount, of all SEOs by U.S. banks between 1994 and 2010, indicating the CPP is an influential event in the history of U.S. bank SEOs during this period. Controlling for economic and regulatory capital determinants of SEOs, CPP recipients were more likely than non-recipients to have a SEO within four quarters subsequent to CPP receipt. SEO proceeds were used to repay CPP receipts without jeopardizing loan growth. Banks that received CPP funds prior to the passage of the American Recovery and Reinvestment Act (ARRA), and banks with greater reliance on non-traditional banking activities, were more likely to have a SEO expeditiously and repay CPP funds early. Collectively, the results provide new evidence on the realized consequences of the CPP for bank SEOs. Tests suggest the CPP's indirect costs of restrictions on corporate policies and actions as the most likely explanation for the results.

Is the SEC captured? Evidence from comment-letter reviews

Journal of Accounting and Economics 2017 64(1), 98-122 open access
SEC oversight of publicly listed firms ranges from comment letter (CL) reviews of firms’ reporting compliance to pursuing enforcement actions against violators. Prior literature finds that firm political connections (PC) negatively predict enforcement actions, inferring SEC capture. We present new evidence that firm PC positively predict CL reviews and substantive characteristics of such reviews, including the number of issues evaluated and the seniority of SEC staff involved. These results, robust to identification concerns, are inconsistent with SEC capture and indicate a more nuanced relation between firm PC and SEC oversight than previously suggested.

Do Short Sellers Front-Run Insider Sales?

The Accounting Review 2013 88(5), 1743-1768 open access
We study the behavior of short sellers as informed market participants and examine potential sources of their information. Using a newly available dataset with high-frequency short sales data, we find evidence of significant increases in short sales immediately prior to large insider sales, but not prior to small insider sales. We examine a number of explanations that the increase in short sales is driven by public information, either about the firm or about the impending insider sale. The evidence is inconsistent with these explanations, but is consistent with front-running facilitated by leaked information. The front-running appears to be concentrated in firms with poor accounting quality, suggesting that information about a large insider sale reinforces short sellers' adverse opinion about firm value when accounting quality is poor.

Corporate Sustainability: First Evidence on Materiality

The Accounting Review 2016 91(6), 1697-1724
Using newly available materiality classifications of sustainability topics, we develop a novel dataset by hand-mapping sustainability investments classified as material for each industry into firm-specific sustainability ratings. This allows us to present new evidence on the value implications of sustainability investments. Using both calendar-time portfolio stock return regressions and firm-level panel regressions, we find that firms with good ratings on material sustainability issues significantly outperform firms with poor ratings on these issues. In contrast, firms with good ratings on immaterial sustainability issues do not significantly outperform firms with poor ratings on the same issues. These results are confirmed when we analyze future changes in accounting performance. The results have implications for asset managers who have committed to the integration of sustainability factors in their capital allocation decisions.

Labor unemployment insurance and earnings management

Journal of Accounting and Economics 2016 61(1), 166-184
We provide new evidence that firms appear to manage long-run earnings upward in order to manage rank and file employees’ perceptions of employment security. In particular, we exploit exogenous state-level changes in unemployment insurance benefits and test for partial unwinding of prior upward earnings management when benefits increase. Consistent with the hypothesis, we find a significant reduction in abnormal accruals, increased recognition of special items and write downs, and greater likelihood of net income-reducing restatements, following an increase in state-level unemployment benefits. A number of cross-sectional results are also consistent with the hypothesis.

Further Evidence on Consequences of Debt Covenant Violations

Contemporary Accounting Research 2017 34(3), 1489-1521
We present new evidence on debt covenant violation ( DCV ) consequences that have not previously been examined in the literature. In particular, we show that a DCV triggers significant information asymmetry and uncertainty on the part of shareholders and auditors as reflected in higher bid–ask spreads, return volatility, and audit fees. Further, these consequences occur even when lender‐imposed costs are relatively lower, consistent with the act of default itself triggering shareholder and auditor uncertainty. The results highlight costs to the firm of having bright‐line rules in contracts, and add to an understanding of the consequences of DCV s.

Mutual Fund Trading Pressure: Firm‐Level Stock Price Impact and Timing of SEOs

Journal of Finance 2012 67(4), 1371-1395 open access
We use price pressure resulting from purchases by mutual funds with large capital inflows to identify overvalued equity. This is a relatively exogenous overvaluation indicator as it is associated with who is buying—buyers with excess liquidity—rather than what is being purchased. We document substantial stock price impact associated with purchases by high‐inflow mutual funds, and find the probability of a seasoned equity offering (SEO), insider sales, and the probability of a stock‐based acquisition increase significantly in the four quarters following the mutual fund buying pressure. These results provide new evidence that firm managers are able to identify and exploit overvalued equity.

Accounting Quality, Stock Price Delay, and Future Stock Returns*

Contemporary Accounting Research 2013 30(1), 269-295
In frictionless capital markets with complete information and rational investors, stock prices adjust to new information instantaneously and completely. However, a substantial body of research studies information imperfections such as asymmetric information and incomplete information. Information imperfections potentially hinder timely price discovery and are likely associated with delayed stock price adjustment to information. Our first research question therefore is whether the quality of accounting information (or “accounting quality”) is one such information imperfection that is associated with cross‐sectional variation in stock price delay. We define accounting quality as the precision with which financial reports convey information to equity investors about the firm’s expected cash flows. Poor accounting quality is likely associated with higher expected returns through uncertainty about stock valuation parameters and incomplete information. Our second research question therefore is whether the accounting quality component of price delay is associated with higher future stock returns. Consistent with our hypotheses, the results show that poor accounting quality is associated with delayed price adjustment and higher future stock returns. Thus, accounting quality plays a role in timely stock price discovery.