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.

按下葫芦浮起瓢:分析师跟踪与盈余管理途径选择

本文使用2006-2014年的中国上市公司数据,研究了分析师跟踪对企业应计盈余管理和真实盈余管理的不同作用。在控制了内生性和其它相关因素的基础上,本文发现:分析师对应计盈余管理具有监督效应,能够减少应计盈余管理;相反,其对真实盈余管理具有促进作应,跟踪分析师越多,企业真实盈余管理越多。本文对这一现象的解释是:与应计盈余管理相比,真实盈余管理具有较高的隐蔽性,分析师易于监督隐蔽性较差的应计盈余管理,这种监督迫使经理人转向真实盈余管理。本文的结论有助于全面认识和评价分析师的治理作用,指出了分析师跟踪的缺陷,为完善分析师的治理职能提供理论支持和经验证据。     

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).     

Asset Disposal as a Method of Real Earnings Management: Evidence from the UK

We examine asset sales as a method of real earnings management around the benchmarks of loss avoidance and last year's earnings. Evidence is reported of asset sales to boost or reduce earnings near the benchmark of last year's earnings. For the zero earnings benchmark our results are moderated by the opening balance of accruals: only firms with high levels of accruals use asset sales to boost earnings to avoid a loss and only firms with low levels of accruals use asset sales as part of a big bath. We suggest that firms with high accrual balances find it difficult to use additional income-increasing accruals but find it more convenient to write off accruals rather than sell assets to artificially reduce earnings. International Financial Reporting Standards (IFRS) are associated with reduced use of asset sales for gains and especially with reduced asset sales for losses. We ascribe this to IFRS introducing additional judgement and estimation in relation to the valuation of both long-lived and current assets on a recurring basis.     

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.     

China-US trade dispute investigations and corporate earnings management strategy

This paper studies Chinese firms’ earnings management strategy in response to the trade dispute investigations initiated by the U.S. from 2001 to 2018. This topic is important given the increasingly severe international trade environment and the significant influence of macro economy on financial reporting. We find that firms affected by the U.S.-initiated trade dispute investigations engage in more upward earnings management. Additionally, the result is more pronounced in firms with a more negative market reaction around the announcement of the investigations. Cross-sectional tests provide evidence that the positive relation is stronger among firms whose U.S. operating revenue and management ownership is high, firms in provinces with weak investor protection, and firms that performed well one year after initiation of the investigations. Moreover, investors react positively to the earnings management by the affected firms. Our results are robust to a variety of sensitivity checks. Overall, our findings suggest that companies will manage their earnings upward to mitigate the negative impacts of the U.S.-initiated trade dispute investigations.     

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.