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Discontinuities and Earnings Management: Evidence from Restatements Related to Securities Litigation*

Contemporary Accounting Research 2013 30(1), 242-268 open access
Abstract A heated debate exists as to whether discontinuities in earnings distributions are indicative of earnings management. While many studies attribute discontinuities in earnings distributions to earnings management, other studies argue that earnings discontinuities are artifacts of sample selection and research design. Overall, there is limited direct evidence of a connection between earnings discontinuities and earnings management. In this study, we provide direct evidence linking earnings management to earnings discontinuities for a sample of firms that settle securities class action lawsuits and restate earnings from the alleged GAAP violation period. We compare the distribution of restated (“unmanaged”) earnings to originally reported (“managed”) earnings. We find that discontinuities are not present in the distribution of analyst forecast errors and earnings changes using unmanaged earnings but are present using managed earnings. The discontinuity in the earnings level distribution is attenuated, but not eliminated, on an unmanaged basis. These shifts among our sample of firms are caused by earnings management and cannot be explained by sample selection or research design issues. Our findings are important because many studies use earnings discontinuities as a proxy for intentional earnings manipulations and we provide the first direct evidence of a link between these two phenomena.

Earnings Non‐Synchronicity and Voluntary Disclosure

Contemporary Accounting Research 2013 30(4), 1560-1589
Earnings non‐synchronicity reflects the extent to which firm‐specific factors determine a firm's earnings. Prior research suggests that high earnings non‐synchronicity impedes corporate outsiders' ability to process information. This study examines the impact of earnings non‐synchronicity on managers' decisions to provide earnings forecasts. We propose that high earnings non‐synchronicity motivates managers to issue earnings forecasts to reduce information asymmetry between managers and investors and to preempt costly information acquisition by outsiders. Consistently, we find a positive relation between earnings non‐synchronicity and managers' propensity to issue earnings forecasts, particularly long‐horizon forecasts. This positive relation is weaker when earnings are easier to predict based on the firm's earnings history and is stronger when the firm has higher institutional ownership and greater analyst following. We also find that the market's reaction to management forecasts increases with earnings non‐synchronicity. Overall, the evidence suggests that managers voluntarily provide earnings forecasts to alleviate the adverse consequences of earnings non‐synchronicity. These findings provide a more complete picture about the impact of earnings non‐synchronicity on a firm's information environment, and highlight the effect of the nature of information asymmetry on voluntary disclosures.

Dividend Policy at Firms Accused of Accounting Fraud

Contemporary Accounting Research 2013 30(2), 818-850
Recent studies and some policy experts have posited that dividends indicate higher‐quality earnings. In this study, we test this conjecture by comparing the dividend policies of firms accused of accounting fraud to those of firms not accused of accounting fraud. Specifically, we examine whether alleged fraud firms are as likely to be dividend payers as non‐fraud firms, and whether managers of dividend‐paying fraud firms increase dividends at the same rate as managers of non‐fraud firms. Our data reveal that dividend paying status is negatively associated with the probability of committing accounting fraud. In addition, we also find that, during the alleged fraud period, the earnings–dividends relation is weaker for the alleged fraud firms relative to firms not accused of fraud. Finally, using propensity score match tests, the data provide evidence that managers of alleged fraud firms increase dividends less often than managers of firms not accused of fraud, consistent with the alleged fraud firms not being able to match the dividend policies of firms not accused of fraud. Overall, our results suggest that dividends, especially dividend increases, are associated with higher earnings quality.

Are Analysts' Cash Flow Forecasts Naïve Extensions of Their Own Earnings Forecasts?

Contemporary Accounting Research 2013 30(2), 438-465
We examine the sophistication of analysts' cash flow forecasts to better understand what accrual adjustments, if any, analysts make when forecasting cash flows. As a preliminary step, we first demonstrate that prior empirical tests used to evaluate the sophistication of analysts' cash flow forecasts are not diagnostic. We then present three sets of evidence to triangulate our conclusion that analysts' cash flow forecasts incorporate meaningful accrual adjustments. First, we review a stratified random sample of 90 analyst reports and find that the majority of these analysts include explicit adjustments for working capital and other accruals in their cash flow forecasts. Second, using a large sample of analysts' cash flow forecasts from 1993–2008, we find that these forecasts outperform time‐series cash flow forecasts in correctly predicting the sign and magnitude of accruals. Finally, we find a significant market reaction to analysts' cash flow forecast revisions, suggesting that investors find these revisions informative. Collectively, our findings demonstrate that analysts' cash flow forecasts are not simply naïve extensions of their own earnings forecasts, but that they reflect meaningful and useful accrual adjustments. These findings are relevant to researchers who examine analysts' cash flow forecasts in a variety of settings, and to investors and practitioners who employ these forecasts for valuation purposes.

Voluntary Reporting Incentives and Reporting Quality: Evidence from A Reporting Regime Change for Private Firms in Taiwan

Contemporary Accounting Research 2013 30(4), 1462-1489
This paper examines the effect of voluntary financial reporting on firms' reporting quality using a reporting regime change in Taiwan. Before 2001, Taiwan's Company Act imposed a mandatory public reporting requirement of filing audited financial statements on private firms with contributed capital exceeding a certain threshold. This requirement was rescinded in 2001 and private firms since have had discretion over public financial reporting. We divide private firms retroactively into two groups: voluntary reporting firms, those continuing the practice of filing financial statements after the regime change; and nonvoluntary reporting firms, those discontinuing the reporting practice after the regime change. We find that financial reporting quality is higher for voluntary reporting firms than for nonvoluntary reporting firms and that this quality difference translates into a lower cost of debt for voluntary reporting firms. Our results support the view that reporting incentives play an important role in determining reporting quality.

Does Earnings Quality Affect Information Asymmetry? Evidence from Trading Costs*

Contemporary Accounting Research 2013 30(2), 482-516 open access
Information asymmetry in financial markets relates to the idea that one party to a transaction has better information than the other. Since financial reporting involves the transmission of value relevant enterprise information, we investigate whether the quality of reported earnings can contribute to differentially informed financial market participants. Higher information asymmetry is costly as it increases the adverse selection risk for market participants and lowers liquidity. For a large sample of NYSE and NASDAQ firms, we show that (i) poor earnings quality is significantly and incrementally associated with higher information asymmetry, (ii) earnings quality disproportionately affects information asymmetry for firms with poor information environments, (iii) both innate and discretionary components of earnings quality increase information asymmetry, and (iv) poor earnings quality exacerbates the information asymmetry around earnings announcements. Our results suggest that the standard setters’ efforts to develop accounting standards that improve earnings quality should contribute to a better information environment for market participants and increase stock liquidity.

The Conservatism Principle and the Asymmetric Timeliness of Earnings: An Event‐Based Approach*

Contemporary Accounting Research 2013 30(1), 215-241
Abstract We test the asymmetric timeliness hypothesis by using information in extreme events as a measure of good/bad news. Our focus on extreme events is motivated by two arguments. First, the accounting concept of materiality in conjunction with litigation risk influences managers and auditors to make more conservative choices with respect to material events. Second, focusing on extreme shocks minimizes the probability that accounting slack may obscure the effect of asymmetric timeliness (Beaver and Ryan 2005). We identify individual events using short‐window extreme returns, since long‐window returns would aggregate the effect of multiple events and thus limit our ability to detect the asymmetry. Taken together, these features of our research design provide a more powerful test of asymmetric timeliness. Consistent with prior studies, we document that the correlation between bad news and concurrent earnings is significantly higher than that between good news and concurrent earnings. Our analysis of extreme events also enables us to document higher correlation of good news with earnings two or more quarters ahead. This is in contrast to prior studies that were unable to document asymmetry in the relation between returns and subsequent earnings in the opposite direction to that between returns and concurrent earnings. Our paper contributes to the growing literature on conservatism by modifying the Basu methodology to enhance the power of the test of asymmetric timeliness.

Credit Ratings and CEO Risk‐Taking Incentives

Contemporary Accounting Research 2013 30(4), 1524-1559 open access
This study examines the sophistication of rating agencies in incorporating managerial risk‐taking incentives into their credit risk evaluation. We measure risk‐taking incentives using two proxies: the sensitivity of managerial wealth to stock return volatility ( vega ) and the sensitivity of managerial wealth to stock price ( delta ). We find that rating agencies impound managerial risk‐taking incentives in their credit risk assessments. Assuming other things equal, a one standard deviation increase in vega ( delta ) will lead to an approximately one‐notch (two‐notch) rating downgrade. In addition, we evaluate the significance of credit ratings in the design of CEO compensation. Our findings suggest that rating‐troubled firms will gear down managerial incentives of risk seeking. In particular, other things equal, a rating downgrade to the lower edge of the investment category (i.e., BBB−) in the immediate prior year will bring about an approximately 51 percent reduction of vega incentive from options newly granted to the CEO in the current year. However, we find no evidence that firms' rating concerns significantly affect delta . Given the significance of credit ratings in the marketplace and their close connection to accounting, the findings of the current study advance our understanding, not only of how sophisticated rating agencies are in incorporating forward‐looking information (i.e., vega and delta ) into risk assessments, but of how influential the raters are in changing firms' compensation policies. The findings also have implications on the role of accounting in constraining excessive managerial risk taking with improved disclosures on managerial compensation.