Explaining the accrual anomaly by market expectations of future returns and earnings

This study examines the accrual anomaly under the framework of the Campbell [Campbell, J.Y. (1991). A variance decomposition for stock returns. Economic Journal 101 (405), 157-179.] model. The Campbell (1991) model shows that realized asset returns are a joint function of 1) expected returns, 2) revisions in market expected future returns (i.e., return news), and 3) revisions in market expected future cash flows (i.e., cash flow news). The current study adopts the Easton [Easton, P. (2004). PE ratios, PEG ratios, and estimating the implied expected rate of return on equity capital. The Accounting Review 79 (1), 73-96.] model to estimate proxies for expected returns, return news, and cash flow news. The results show that firms with low accruals have lower expected returns than firms with high accruals, which is contradictory to prior research that argues that firms with low accruals are more risky. However, investors underestimate (overestimate) future earnings growth, a proxy for cash flow growth, for low (high) accrual firms. Further analysis demonstrates that earnings news (proxy for cash flow news) plays a major role in explaining abnormal returns associated with the accrual anomaly.     

Earnings management and earnings quality

Viewing the detection of earnings management from the perspective of a crime scene investigator sheds new light on prior research on earnings management and its close relative, earnings quality. The works of Ball and Shivakumar [2008. Earnings quality at initial public offerings. Journal of Accounting and Economics, in press.] and Teoh et al. [1998. Earnings management and the subsequent market performance of initial public offerings. Journal of Finance 53, 1935–1974.] are used to illustrate the application of seven components of a crime scene investigation to earnings management research.     

Earnings management, lawsuits, and stock-for-stock acquirers’ market performance

There is a positive association between stock-for-stock acquirers’ pre-merger abnormal accruals and post-merger announcement lawsuits. The market only partially anticipates the effects of post-merger announcement lawsuits at the merger announcement and the post-merger announcement long-term market underperformance is largely limited to litigated acquisitions. Overall, the evidence suggests that it is important that investors not only undo the direct stock price effects of earnings management but also factor the contingent legal costs associated with earnings management.     

Financial distress and the accrual anomaly

We find that the accrual anomaly is concentrated in healthy firms and is absent in financially distressed firms. The differential persistence between accruals and cash flows is the main driver of the relationship. Prior studies propose two explanations for the accrual anomaly: (1) accounting distortions of accruals and (2) investment mispricing. Our empirical evidence supports the former and challenges the latter. Our findings also disagree with the idea that the accrual anomaly is distress risk premium in disguise.     

The accrual anomaly: Australian evidence

This paper investigates whether there is evidence of the accrual anomaly ( Sloan, 1996 ) in Australia, whereby investors overestimate the impact of accruals on the persistence of earnings. While our results provide general support for the existence of the anomaly in Australia, there are a number of idiosyncrasies. First, there is evidence of Australian investors underestimating the persistence of earnings. Second, there is evidence of investors incorrectly assessing the implications of accruals and cash flows for the persistence of earnings (i.e. an accrual anomaly and a cash‐flow anomaly). Third, returns to a hedged portfolio trading strategy based on reported accruals are decreasing over the three‐year period subsequent to portfolio formation. Furthermore, they are statistically significant only in the first year. Additional analysis of the hedge portfolio results indicates that these results are primarily attributable to a limited number of firm‐year observations in the extreme positive tail of returns.     

The effect of cash flow forecasts on accrual quality and benchmark beating

When analysts provide forecasts of both earnings and operating cash flow, they also implicitly provide a forecast of total operating accruals. We posit that this increases the transparency and the expected costs of accrual manipulations used to manage earnings. As a consequence, we predict and find that accrual quality improves and firms’ propensity to meet or beat earnings benchmarks declines following the provision of cash flow forecasts. We also predict and find that firms turn to other benchmark-beating mechanisms, such as real activities manipulation and earnings guidance in response to the provision of cash flow forecasts.     

Voluntary disclosure of accruals in earnings press releases and the pricing of accruals

This study investigates firms’ decisions to disclose accruals information in earnings press releases versus to provide it only in 10-Q filings and the impact of this disclosure on the pricing of accruals. I find that firms disclose accruals in their press releases when earnings alone are a weak indication of cash flow performance and that following these disclosures the accruals information is fully impounded into stock prices. The evidence suggests that when investor demand for accruals is likely to exist and firms disclose the information in earnings press releases, the mispricing typically associated with accruals is mitigated.

Pension accrual management and research and development investment

This study investigates whether discretion in reporting pension expenses mitigates research and development (R&D) manipulation. Using a sample of Japanese manufacturing firms during the fiscal years 2001–2011 where both pension costs and R&D expenditures have large impacts on the bottom‐line earnings, I find that higher discount rates are associated with higher R&D investment among firms in which pension expenses could have large impacts on reported earnings. I also find that this relationship is found only among firms in high‐tech industries. These results suggest that pension accrual management substitutes costly R&D manipulation that may hurt future competitive edge.     

Does news play an important role in the correction process of the accrual anomaly?

We examine whether the financial press plays an important role in the correction of the accruals anomaly. Using 83,016 Wall Street Journal news articles published during 1993–2006, we find that a significant fraction of abnormal returns associated with the accruals trading strategy is concentrated on news days. The clustering of returns on news announcements is consistent with the financial press revealing information valuable for the correction of accruals mispricing. Further, we find that earnings‐related news is more influential in the correction process than non‐earnings‐related news. Collectively, the results suggest that the financial press provides useful information to capital market participants.     

The role of financial analysts in stock market efficiency with respect to annual earnings and its cash and accrual components

This study examines biases in stock prices and financial analysts' earnings forecasts. These biases take the form of systematic overweighting or underweighting of the persistence characteristics of cash versus accrual earnings components. Our evidence suggests that stock prices tend to overweight and financial analysts tend to underweight these persistence characteristics. Furthermore, we find that analysts' underweighting attenuates stock price overweighting. However, we find little evidence that the overweighting in stock prices attenuates analyst underweighting. This study brings a new perspective to the literature regarding the disciplining role of financial analysts in capital markets.     

Earnings guidance and market uncertainty

We study the effect of disclosure on uncertainty by examining how management earnings forecasts affect stock market volatility. Using implied volatilities from exchange-traded options prices, we find that management earnings forecasts increase short-term volatility. This effect is attributable to forecasts that convey bad news, especially when firms release forecasts sporadically rather than on a routine basis. In the longer run, market uncertainty declines after earnings are announced, regardless of whether there is a preceding earnings forecast. This decline is mitigated when the firm issues a forecast that conveys negative news, implying that these forecasts are associated with increased uncertainty.     

Earnings management at rights issues thresholds—Evidence from China

Burgstahler and Dichev (BD) (Burgstahler, David, Ilia, Dichev, 1997. Earnings management to avoid earnings decreases and losses. Journal of Accounting and Economics 23(1), 99–126.) and Degorge, Patel, and Zeckhauser (DPZ) (Degeorge, Franscois, Patel, Jayendu, Zeckhauser, Richard, 1999. Earnings management to exceed thresholds. Journal of Business 72(1), 1–33.) examine earnings management among American firms by looking at actual distributions around critical thresholds. Chinese firms must meet minimal ROE requirements if they are to have rights issues. Using a distribution approach, we examine whether Chinese firms manipulate their earnings to meet the regulatory requirements. Our empirical findings indicate that Chinese firms indeed heavily engaged in earnings management to meet the rights issue thresholds during the period 1994–2002. In addition, we show that these firms changed their behavior in response to changes in regulatory requirements. Furthermore, we analyse the pervasiveness of this practice and the means used in earnings management at the relevant ROE thresholds. Our findings have direct policy implications for the China Securities Regulatory Committee (CSRC).     

Earnings management and firm valuation under asymmetric information

This paper seeks to provide an explanation for why corporate officers manage the disclosure of accounting information. We show that earnings management affects firm value when value-maximizing managers and investors are asymmetrically informed. In equilibrium, the strategic management of reported earnings influences investors' assessments of the market values of companies' shares.     

Earnings management and the allocation of net periodic pension costs to interim periods

We examine the pattern of reported quarterly net periodic pension costs. Quarterly pension costs are one of the largest single expense items for firms with pension plans (around 15% of income before extraordinary items in our sample). Under ASC 270, net pension costs should be recognized as incurred, or as the benefit provided by the expense is realized. We find that over the period of 2004–2010, there is significant variation in the amount of quarterly pension cost firms report. In addition, we find that income-increasing changes in pension costs are significantly associated with meeting or beating analysts' forecasts in a given quarter. We also show that income-decreasing changes to net periodic pension costs that would cause a firm to miss its earnings forecast are extremely rare. Finally, we find evidence that income-increasing and income-decreasing changes in quarterly pension costs are “settled up” in the fourth quarter (e.g., they are reversed).     

Earnings management and initial public offerings: Evidence from the Netherlands

This paper presents one of the first studies of earnings management by initial public offering (IPO) firms in a European country. Using a sample of 64 Dutch IPOs, we investigate the pattern of discretionary current accruals (DCA) over time. We find that managers manage their company's earnings in the first year as a public company but not in the years before the IPO. We also examine the impact of earnings management on the long-run stock price performance of IPOs. We find a negative relation between the size of the DCA in the first year as a public company and long-run stock price performance over the next 3 years. A number of additional tests support these findings.     

Benefits of Downward Earnings Management and Political Connection: Evidence from Government Subsidy and Market Pricing

This paper examines the role of downward earnings management and political connection on the receipt of government subsidies and market pricing of subsidies. Using subsidies data hand-collected from Chinese listed firms over the period 2004–2014, the results show a significantly positive association between downward earnings management and the receipt of government subsidies. The results also reveal that a firm's political connection is conducive to securing subsidies for poor performers, but not for good performers. Market pricing analyses demonstrate that share markets value subsidies positively in general, but the effect is ameliorated in firms conducting downward earnings management. No discernible difference is found between the market pricing of subsidies received by firms with political connections and those without.     

Earnings and price momentum

This paper examines whether earnings momentum and price momentum are related. Both in time-series as well as in cross-sectional asset pricing tests, we find that price momentum is captured by the systematic component of earnings momentum. The predictive power of past returns is subsumed by a zero-investment portfolio that is long on stocks with high earnings surprises and short on stocks with low earnings surprises. Further, returns to the earnings-based zero-investment portfolio are significantly related to future macroeconomic activities, including growth in GDP, industrial production, consumption, labor income, inflation, and T-bill returns.     

The valuation consequences of voluntary accounting changes

Firm management typically claims that voluntary accounting method changes (VACs) are made to enhance the informativeness of earnings by better matching accounting practices with economic reality. In contrast, skeptics argue that managers adopt new accounting procedures to opportunistically manage earnings and influence their firm’s stock price. In this paper, we investigate these alternative motives for VACs. Specifically, we investigate whether VACs cause equity prices to deviate from their fundamental values in the short-term by studying the long-run stock-price performance for a sample of firms that voluntarily change accounting methods. In addition, we investigate changes in earnings informativeness by examining the behavior of earning response coefficients and the relationship between earnings and future cash flows in years surrounding the VAC event. In contrast to prior research, we find little evidence that a strategy based solely on the earnings effect of a VAC can generate abnormal returns. While we find weak evidence of post-VAC abnormal returns for extreme VACs, this result appears to be driven by the accruals anomaly documented in Sloan [Sloan, R. G. (1996). The Accounting Review, 71, 289–315]. Our evidence further suggests that earnings informativeness is not significantly altered by voluntary changes in accounting methods. Taken together, our evidence suggests the market recognizes the financial statement effects of alternative acceptable accounting methods and efficiently processes the valuation implications of VACs.

Earnings management of seasoned equity offering firms in Korea

We investigated 249 Korean seasoned equity offering (SEO) firms during the period 1995-1997 to determine if the SEO firms manage earnings in the year before a planned issue of seasoned equity stocks. Using three test methods (accrual difference, correlation, and sign-change), we found that the Korean firms contemplating SEOs in the following year do manage earnings particularly when their relative performances have been poor. The results are robust irrespective of control samples. Analysis of operating performances around SEOs shows that SEO firms tend to increase reported earnings in the year immediately preceding and the year of SEOs, but no differences were found in operating cash flows between the SEO firms and the control firms. By using a regression analysis for discretionary accruals, we found that SEO firms are more likely to manage earnings if the operating performances are poor and if the offer sizes are relatively large. Association tests between stock returns and discretionary accruals indicate that the market reacts positively to net income but negatively to discretionary accruals. The results indicate that the market correctly analyzes the cash flow implications of the SEO firms' opportunistic use of discretionary accruals.     

Analyst cash flow forecasts and pricing of accruals

This paper investigates how analyst cash flow forecasts affect investors' valuation of accounting accruals. We find that the strength of the accrual anomaly documented in Sloan (1996) is weaker for firms with analyst cash flow forecasts, after controlling for idiosyncratic risk, transaction costs and firm characteristics associated with the issuance of cash flow forecasts. We further show that this reduction in mispricing of accounting accruals is at least partially attributed to the improved ability of investors to price earnings manipulations imbedded in accruals. We investigate several non-mutually exclusive alternative explanations for this improvement in investors' ability and demonstrate that the increased investor attention and the improved accuracy of analyst earnings forecasts both contribute to the mitigation of the accrual anomaly.