Expectations Management and Beatable Targets: How Do Analysts React to Explicit Earnings Guidance?*

This study investigates security analysts' reactions to public management guidance and assesses whether managers successfully guide analysts toward beatable earnings targets. We use a panel data set between 1995 and 2001 to examine the fiscal‐quarter‐specific determinants of management guidance and the timing, extent, and outcomes of analysts' reactions to this guidance. We find that management guidance is more likely when analysts' initial forecasts are optimistic, and, after controlling for the level of this optimism, when analysts' forecast dispersion is low. Analysts quickly react to management guidance and are more likely to issue final meetable or beatable earnings targets when management provides public guidance. Our evidence suggests that public management guidance plays an important role in leading analysts toward achievable earnings targets.     

A Simple Approach to Better Distinguish Real Earnings Manipulation from Strategy Changes*

Researchers typically infer real earnings management when a firm's operating and investing activities differ from industry norms. A significant problem with classifying deviations from industry averages as myopic earnings management is that companies can change their operating and investing decisions for strategic business reasons rather than to mislead stakeholders. Using principal components analysis, we systematically evaluate existing measures and develop a comprehensive real activities measure to better capture earnings manipulation. Our measure reflects (i) deviations from industry averages across multiple activities and (ii) other signals of manipulation. This approach is promising because, although there are many sources of abnormal activities, manipulation is more likely the cause when managers engage in multiple income-increasing abnormal activities that coincide with other signals that indicate an elevated risk of manipulation. This simple approach results in a metric that associates negatively with future operating performance and earnings persistence, yields high-power tests, and captures manipulation reasonably well across most life-cycle stages. Importantly, this approach performs better than the standard real earnings management metrics across all dimensions. Specifically, it generates the expected reduction in future earnings and reduced earnings persistence in 82% of the tests compared to 36% and 46% in common alternatives. Also, because this innovation does not require a long time-series or rely on future period realizations for classification, it can be useful in more research settings than other recent innovations in the literature.     

Earnings Management to Avoid Losses and Earnings Decreases: Are Analysts Fooled?*

This paper explores whether analyst forecasts impound the earnings management to avoid losses and small earnings decreases documented in Burgstahler and Dichev 1997, whether analysts are able to identify which specific firms engage in such earnings management, and the implications for significant forecast error anomalies at zero earnings and zero forecast earnings. We use data from Zacks Investment Research 1999 and find that analysts anticipate earnings management to avoid small losses and small earnings decreases. Further, analysts are much more likely to forecast zero earnings than firms are to realize zero earnings, and analysts are unable to consistently identify the specific firms that engage in earnings management to avoid small losses. This latter inability contributes to significant forecast pessimism associated with zero reported earnings and significant forecast optimism associated with zero earnings forecasts.     

Labor Unions and Management’s Incentive to Signal a Negative Outlook*

Evidence suggests that the negotiated wage for a unionized employee group is an increasing function of the firm’s prior profitability. As a result, managers may have an incentive to strategically signal a negative outlook to their unionized workers in order to improve the firm’s bargaining position. I assess the strategy of missing mean consensus analysts’ earnings estimates as a way for managers to signal a negative outlook to their unionized employees. I find that unionized firms are more likely to miss estimates than their nonunionized counterparts. Additionally, this propensity to miss estimates is increasing in both the firm’s percentage of unionized employees and multiunionism, but is unaffected by the timing of the signal relative to contract renewal. Finally, the increased propensity to miss estimates appears to be driven by both differences in expectations management and earnings management across the two groups. Specifically, managers of unionized firms take less action than their nonunionized counterparts to guide forecasts downward when estimates are too high, and they take more action to deflate earnings when expectations are too low. Taken together, the findings suggest that managers do seek to project a negative outlook to their unions, and that this tendency is increasing in the union’s negotiation strength.     

Discretionary Accounting Accruals,Managers' Incentives,and Audit Fees*

This paper examines the linkages between discretionary accruals (DAs), managerial share ownership, management compensation, and audit fees. It draws on the theory that managers of firms with high management ownership are likely to use DAs to communicate value‐relevant information, while managers of firms with high accounting‐based compensation are likely to use DAs opportunistically to manage earnings to improve their compensation. OLS regression results of 648 Australian firms show that (1) there is a positive association between DAs and audit fees; (2) managerial ownership negatively affects the positive relationship between DAs and audit fees; and (3) this negative impact is further found to be weaker for firms with high accounting‐based management compensation.     

Misclassifying Core Expenses as Special Items: Cost of Goods Sold or Selling,General, and Administrative Expenses?

Prior studies of classification shifting in the income statement conclude that managers misclassify core expenses as special items to inflate reported core earnings (McVay 2006; Fan, Barua, Cready, and Thomas 2010). These studies do not distinguish between the core expense components—cost of goods sold (COGS) and selling, general, and administrative expenses (SGA). This study models COGS and SGA separately, and investigates managers’ misclassification of COGS versus SGA to meet different profitability benchmarks. We find that COGS (but not SGA) misclassification is associated with just beating the benchmark of gross margin four quarters earlier. In comparison, both COGS and SGA misclassification are associated with just beating the benchmarks of zero core earnings, prior‐year core earnings, and analyst earnings forecasts in the fourth fiscal quarter. We also investigate real activities management (RAM) of COGS and SGA to meet benchmarks, and find that managers engage in RAM of COGS to achieve the gross margin benchmark, but not core earnings benchmarks. We demonstrate that unexpected SGA contains a significant misclassification effect distinct from RAM, suggesting that future RAM research should consider controlling for expense misclassification. Overall, our study extends prior literature on both classification shifting and RAM.     

Can Shareholders Be at Rest after Adopting Clawback Provisions? Evidence from Stock Price Crash Risk

Using a propensity score matched sample and a difference‐in‐differences research design, we find that stock price crash risk increases after a firm voluntarily incorporates clawback provisions in executive officers' compensation contracts. This heightened crash risk is concentrated in adopters that increase upward real activities‐based earnings management and those that reduce the readability of 10‐K reports. Based on cross‐sectional analyses, we also find that the increased crash risk is more pronounced for adopters with high ex ante fraud risk, low‐ability managers, high CEO equity incentives, and low dedicated institutional ownership. Collectively, our results suggest that the clawback adoption per se does not curb managerial opportunism but rather induces managers to use alternative channels for concealing bad news, which may contribute to a greater stock price crash risk; and the increase in crash risk is more likely in cases where incentives are strong or monitoring is weak. Our results should be of interest to regulators and policymakers considering the effects of clawback adoption on the investing public.     

Last‐Chance Earnings Management: Using the Tax Expense to Meet Analysts' Forecasts*

We assert that the tax expense is a powerful context in which to study earnings management, because it is one of the last accounts closed prior to earnings announcements. Although many pre‐tax accruals must be posted in the year‐end general ledger, managers estimate and negotiate tax expense with their auditors immediately prior to earnings announcements. We hypothesize that changes from third‐ to fourth‐quarter effective tax rates (ETRs) are negatively related to whether and how much a firm's earnings absent tax expense management miss analysts' consensus forecast, a proxy for target earnings. We measure earnings absent tax expense management as actual pre‐tax earnings adjusted for the annual ETR reported at the third quarter. We provide robust evidence that firms lower their projected ETRs when they miss the consensus forecast, which is consistent with firms decreasing their tax expense if non‐tax sources of earnings management are insufficient to achieve targets. We also find that firms that exceed earnings targets increase their ETR, but this effect is less significant. By studying the tax expense in total, rather than narrow components of deferred tax expense, our results provide general evidence that reported taxes are used to manage earnings.     

The Effects of Creative Culture on Real Earnings Management*

Creativity and innovation have been identified by senior executives as some of the most desired characteristics of corporate culture. Accordingly, managers strive to build these cultures within their organizations. However, research in psychology suggests that these attempts may have unintended negative consequences. In this study, I predict and find that managers in a more (versus less) innovative company culture will engage in higher levels of real earnings management (REM). I then test two construal level theory (CLT)-based interventions designed to reduce REM. As I predict, I find that in more innovative corporate cultures an intervention that makes downside risk more salient reduces REM, but an intervention that encourages managers to consider the “big-picture” impact of their decision reduces REM to a greater extent. Unexpectedly, I also find that the effect of the “big-picture” intervention reverses in a less innovative corporate culture leading to an increase in REM. My findings contribute to the emerging accounting literature regarding REM. I also extend the psychology literature investigating the link between opportunistic behavior and creativity, and I also expand research into how interventions based on CLT can affect judgment and decision making in an accounting context.     

Earnings Non‐Synchronicity and Voluntary Disclosure

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.     

The Relation Between Earnings Management and Non‐GAAP Reporting

Managers have a variety of tools at their disposal to influence stakeholder perceptions. Earnings management and the strategic reporting of non‐GAAP earnings are just two of the available menu choices. We explore how real earnings management and accruals management influence the probability that a company will disclose a non‐GAAP adjusted earnings metric in its earnings press release and the likelihood that it will do so aggressively. We first investigate situations where managers already meet analysts’ expectations either based on strong operating performance or after employing real and accruals management. We find that when solid operating performance alone allows firms to meet expectations, managers do not employ earnings management or non‐GAAP reporting. However, when managers meet expectations using real and accruals management, they are significantly less likely to report a non‐GAAP earnings metric. Next, we explore scenarios where companies fall short of expectations. We find that when they just miss expectations after managing GAAP earnings, they are significantly more likely to employ non‐GAAP reporting, suggesting that the timing and relatively costless nature of non‐GAAP reporting allows managers to appear to meet expectations on a non‐GAAP basis when managed GAAP earnings fall short. Moreover, we find that companies are more likely to report non‐GAAP earnings (and to do so aggressively) when (i) they are unable to use real or accruals earnings management, (ii) are constrained by prior‐period accruals management, and (iii) their operating performance is poor. Taken together, our results are consistent with a substitute relation between non‐GAAP reporting and both real and accruals management.     

Gender earnings gap among the youth in Malawi

While young women's engagement in economic activities is an essential component of development, gender gaps are still commonly observed worldwide and especially in developing countries like Malawi. This study introduces recent data to provide new evidence for a sub‐Saharan country that has yet been closely examined. Using the International Labour Organization's School‐to‐Work Transition Survey (ILO SWTS) individual‐level data, I examine the gender earnings gap among the youth in Malawi by conducting Mincer earnings regressions with Heckman selection correction and applying Blinder–Oaxaca decomposition methods. I find that young women in Malawi earn significantly less than young men and that women are significantly less likely to engage in income‐generating work activities. Also, substantial unadjusted gender earnings difference in Malawi is overwhelmingly due to differences in returns. Moreover, detailed decomposition results show that gender differences in work‐related individual characteristics and firm characteristics also contribute to the gender earnings gap. The results suggest that any effort to reduce the gender earnings gap should involve improved access to education as well as better workplaces for women.     

Is Real Earnings Smoothing Harmful? Evidence from Firm‐Specific Stock Price Crash Risk

This study examines whether and when real earnings smoothing influences firm‐specific stock price crash risk. Using a sample of U.S. public firms for the years 1993 through 2014, we find real earnings smoothing to be positively associated with firm‐specific stock price crash risk. This finding is consistent with the view that real earnings smoothing helps managers withhold bad news, keep poor‐performing projects, conceal resource diversion, and engage in ineffective risk management, which increases crash risk. Further, we find a stronger relation between crash risk and real earnings smoothing when firm uncertainty is higher, product market competition is lower, and balance sheet constraint is higher. Overall, our study suggests that real earnings smoothing destroys shareholder value in that it increases stock price crash risk.     

Managerial Myopia,Earnings Guidance,and Investment*

This study investigates the real effects of management communication, specifically of forecasts or earnings guidance, on investment. Managers can signal the strength of their projects through accuracy in their earnings guidance. This leads less accurate managers to distort their investments; the equilibrium investment strategy involves over-investment when earnings exceed the forecast and under-investment when earnings fall short. Moreover, we find that managers are pessimistic in their forecasts, which helps to explain the corresponding well-documented empirical regularity. This downward bias increases the likelihood of investment manipulation but decreases the real loss from distortion. Interestingly, the over-investment induced by earnings guidance helps to mitigate the classic under-investment problem for a myopic manager with unobservable investment. Earnings guidance can therefore be value-increasing when managerial myopia is severe.     

Voluntary Disclosures When There Is an Option to Delay Disclosure

What incentives drive managers to disclose immediately when they have an option to delay disclosures? I examine this question in a two-period setting in which public news that is positively correlated with firm value arrives periodically. I show that, when the manager's likelihood of receiving information is independent of the public news, an informed manager is more likely to disclose immediately when the public news is good. This happens even as the disclosure threshold itself increases in the public news. My model provides a potential explanation for why managers have a higher propensity to provide earnings forecasts when current earnings are high. I also show that, even when disclosures are credible, the average price reaction to a voluntary disclosure is (i) decreasing in the magnitude of the public news and (ii) lower when the manager is more myopic. These results have potential implications for studies that use stock returns to measure the news contained in management disclosures.     

The Walk‐down to Beatable Analyst Forecasts: The Role of Equity Issuance and Insider Trading Incentives*

It has been alleged that firms and analysts engage in an "earnings‐guidance game" where analysts first issue optimistic earnings forecasts and then "walk down" their estimates to a level that firms can beat at the official earnings announcement. We examine whether the walk‐down to beatable targets is associated with managerial incentives to sell stock after earnings announcements on the firm's behalf (through new equity issuance) or from their personal accounts (through option exercises and stock sales). Consistent with these hypotheses, we find that the walk‐down to beatable targets is most pronounced when firms or insiders are net sellers of stock after an earnings announcement. These findings provide new insights on the impact of capital‐market incentives on communications between managers and analysts.     

Labor Unions and Income Smoothing

We study labor unions, an important stakeholder group that has not been a focus of the earnings smoothing literature. We posit that managers strike a balance between sheltering resources from employees’ profit sharing demands and catering to employees’ aversion to downside risk by smoothing earnings. We then hypothesize that a strong labor union would intensify managerial incentives to smooth earnings. Consistent with our hypothesis, we find that union strength is positively associated with earnings smoothing activities through management of both accruals and R&D expenditures.     

Determinants of Managerial Earnings Guidance Prior to Regulation Fair Disclosure and Bias in Analysts' Earnings Forecasts*

Prior to Regulation Fair Disclosure (“Reg FD”), some management privately guided analyst earnings estimates, often through detailed reviews of analysts' earnings models. In this paper I use proprietary survey data from the National Investor Relations Institute to identify firms that reviewed analysts' earnings models prior to Reg FD and those that did not. Under the maintained assumption that firms conducting reviews guided analysts' earnings forecasts, I document firm characteristics associated with the decision to provide private earnings guidance. Then I document the characteristics of “guided” versus “unguided” analyst earnings forecasts. Findings demonstrate an association between several firm characteristics and guidance practices: managers are more likely to review analyst earnings models when the firm's stock is highly followed by analysts and largely held by institutions, when the firm's market‐to‐book ratio is high, and its earnings are important to valuation but hard to predict because its business is complex. A comparison of guided and unguided quarterly forecasts indicates that guided analyst estimates are more accurate, but also more frequently pessimistic. An examination of analysts' annual earnings forecasts over the fiscal year does not distinguish between guidance and no‐guidance firms; both experience a “walk‐down” in annual estimates. To distinguish between guidance and no‐guidance firms, one must examine quarterly earnings news: unguided analysts walk down their annual estimates when the majority of the quarterly earnings news is negative; guided analysts walk down their annual estimates even though the majority of the quarterly earnings news is positive.     

Equilibrium Earnings Management,Incentive Contracts,and Accounting Standards*

In this paper, we model earnings management as a consequence of the interaction among self‐interested economic agents ‐ namely, the managers, the shareholders, and the regulators. In our model, a manager controls a stochastic production technology and makes periodic accounting reports about his or her performance; an owner chooses a compensation contract to induce desirable managerial inputs and reporting choices by the manager; and a regulatory body selects and enforces accounting standards to achieve certain social objectives. We show that various economic trade‐offs give rise to endogenous earnings management. Specifically, the owner may reduce agency costs by designing a compensation contract that tolerates some earnings management because such a contract allocates the compensation risk more efficiently. The earnings‐management activity produces accounting reports that deviate from those prescribed by accounting standards. Given such reports, the valuation of the firm may be nonlinear and s‐shaped, thereby recognizing the manager's reporting incentives. We also explore policy implications, noting that (1) the regulator may find enforcing a zero‐tolerance policy ‐ no earnings management allowed ‐ economically undesirable; and (2) when selecting the optimal accounting standard, valuation concerns may conflict with stewardship concerns. We conclude that earnings management is better understood in a strategic context that involves various economic trade‐offs.     

The relationships between IFRS,earnings losses threshold and earnings management

An increasing number of countries have adopted International Financial Reporting Standards (IFRS). Prior research indicates that IFRS increase the relevance of financial statements, but also increase opportunism in earnings management (EM). Despite this, no evidence is found in this study to demonstrate that the adoption of IFRS increases the use of EM by companies as a whole. Furthermore, the results indicate that the use of IFRS can enhance the neutrality of financial statements. However, these phenomena occur only in the case of firms with positive earnings. Therefore, if a firm faces earnings losses (ELOSS), the manager will often exhibit EM behaviour after implementing IFRS. Thus, when the firm has ELOSS and adopts IFRS, the situation that results will usually decrease the neutrality of financial statements. As for the management implications, these findings suggest that the government and regulator should implement more in-depth supervision to prevent the increased use of EM by managers following the adoption of IFRS.