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Languages and earnings management

Journal of Accounting and Economics 2017 63(2-3), 288-306 open access
We predict that managers of firms in countries where languages do not require speakers to grammatically mark future events perceive future consequences of earnings management to be more imminent, and therefore they are less likely to engage in earnings management. Using data from 38 countries, we find that accrual-based earnings management and real earnings management are less prevalent where there is weaker time disassociation in the language. Our study is the first to examine the relation between the grammatical structure of languages and financial reporting characteristics, and it extends the literature on the effect of informal institutions on corporate actions

Indirect earnings management

Contemporary Accounting Research 2025 42(4), 2776-2798 open access
We hypothesize that managers use their hierarchical role as reviewers of accounting judgments and estimates to manage earnings, which we call indirect earnings management (IEM). Across a series of experiments using highly experienced financial executives as participants, we provide evidence that IEM (1) is likely used by managers to achieve current and future earnings targets, (2) reduces both cognitive dissonance associated with managing earnings and the extent to which managers think that their behaviors constitute earnings management, and (3) is more likely to be used when corporate governance is strong than when corporate governance is weak. The results of this study suggest new directions for future research on earnings management and highlight the important role of the hierarchical structure of the accounting function in efforts to understand how earnings are managed

The Agency Problems of Hedging and Earnings Management

Contemporary Accounting Research 2008 25(3), 859-890 open access
This paper uses a principal-agent model to study the interaction between hedging and earnings management. Hedging makes earnings management more difficult and they appear to be strategic substitutes in this model, which is both consistent with existing empirical evidence and provides a new explanation for that evidence. If hedging decision is contractible, hedging is efficient since it reduces both the risk premium and the equilibrium amount of earnings management. If hedging decision is not contractible, however, hedging does not always alleviate the agency problem. Surprisingly, sometimes a scenario of no hedging but allowing earnings management is efficient. The reason is that motivating hedging may require a more costly compensation scheme to mitigate the appeal of earnings management. In addition, this paper shows that tolerating some earnings management is always efficient when there is no hedge option, since it is costly to eliminate earnings management. Sometimes it is inefficient to take any action against earnings management. However, with the encouraged hedge option, the cost to eliminate earnings management can be reduced significantly and zero tolerance of earnings management may be efficient

Institutional investor distraction and earnings management

Journal of Corporate Finance 2021 66, 101801 open access
In this study, we explore the implications of institutional investor distraction for earnings management. Our identification approach relies on a firm-level measure of institutional investor distraction that exploits exogenous attention-grabbing shocks to unrelated parts of institutional investors' portfolios. We find that firms with distracted institutional shareholders engage more in both accrual-based and real earnings management. Further analyses show that the association between investor distraction and earnings management is stronger in firms with low analyst coverage and weak board monitoring, as well as in firms where managing earnings upward allows meeting or just beating their earnings target. Collectively, our results suggest that managers exploit the loosening in monitoring intensity resulting from investor distraction by engaging in earnings management. Even in the presence of institutional investors with superior monitoring abilities, limited attention may induce insufficient monitoring of earnings management practices

Detecting Earnings Management

The Accounting Review 1995 70(2), 193-225 open access
Evaluates alternative accrual-based models for detecting earnings management. Comparison of the specification and power of commonly used test statistics; Application of the models to a random sample of firm-years; Importance of controlling for financial performance when investigating earnings management stimuli that are correlated with financial performance

Advantageous Comparison and Rationalization of Earnings Management

Journal of Accounting Research 2014 52(4), 849-876 open access
This paper proposes that psychological factors can change managers' beliefs about earnings management when they choose to engage in it. I show that, under certain circumstances, engaging in a small amount of earnings management alters a manager's beliefs about the appropriateness of the act, which may increase the likelihood of further earnings management. Specifically, I predict and find in two experiments that participants who initially choose to manage earnings are motivated to rationalize their behavior. Participants who are exposed to an egregious example of earnings management (commonly the focus of enforcement actions and press reports) have the opportunity to rationalize their behavior through a mechanism called “advantageous comparison,” where participants compare their behavior against the egregious example and conclude that what they did was relatively innocuous and appropriate. My analysis also indicates that presenting participants with an example of earnings management that is similar to the initial decision they made mitigates advantageous comparison. These results have implications for academics interested in how earnings management, and perhaps fraud, can accrete over time and for regulators and practitioners who are interested in preventing it

Improving the measures of real earnings management

Review of Accounting Studies 2019 24(4), 1277-1316 open access
Firms often change their operating policy to meet a short-term financial reporting target. Accounting researchers call this opportunistic action real earnings management (REM). They measure REM by the difference between a firm’s costs and those reported by its industry peers. Firms that pursue distinct competitive strategies also display different cost patterns than peers. However, the models that measure REM do not control for differences in competitive strategy. Hence a researcher can misinterpret a cost difference that stems from a firm’s competitive strategy as REM. The researcher would also find a spurious correlation between earnings management and a firm characteristic that varies with competitive strategy. A cause or effect relationship with earnings management could be wrongfully inferred. I suggest improvements in measurement models to avoid misspecification

Private Control Benefits and Earnings Management: Evidence from Insider Controlled Firms

Journal of Accounting Research 2012 50(1), 117-157 open access
We examine earnings management practices of insider controlled firms across 22 countries to shed light on the link between consumption of private benefits and earnings management. Insider controlled firms are associated with more earnings management than noninsider controlled firms in weak investor protection countries. Consistent with the private benefits motive, insider controlled firms with greater divergence between cash‐flow rights and control rights are associated with more earnings management in these countries. Growth opportunities attenuate the association between insider control and earnings management even in weak investor protection countries. We also find some weak evidence that insider controlled firms are associated with less earnings management in strong investor protection countries. Overall, our results highlight a strong link between private benefits consumption and earnings management

Analyst coverage and earnings management

Journal of Financial Economics 2008 88(2), 245-271 open access
What is the role of information intermediaries in corporate governance? This paper examines equity analysts’ influence on managersearnings management decisions. Do analysts serve as external monitors to managers, or do they put excessive pressure on managers? Using multiple measures of earnings management, I find that firms followed by more analysts manage their earnings less. To address the potential endogeneity problem of analyst coverage, I use two instrumental variables based on change in broker size and on firm's inclusion in the Standard & Poor's 500 index, and I find that the results are robust. Finally, given the number of covering analysts, analysts from top brokers and more experienced analysts have stronger effects against earnings management

Doing good when doing well: evidence on real earnings management

Review of Accounting Studies 2021 26(3), 906-932 open access
We provide evidence on earnings management by exploiting temporary exogenous shocks to utility firms’ sales arising from weather variation. We find that sample firms’ sales are highly sensitive to annual changes in average temperatures in the region where the firm operates, but this sensitivity disappears quickly as one moves down the income statement. This evidence, while indirect, is suggestive of earnings management activities. In search of direct evidence, we study charitable giving decisions by sample firms and uncover a significant positive sensitivity of charitable spending to weather-driven demand shocks, behavior that is highly consistent with the presence of real earnings management efforts. We find no convincing evidence supporting possible alternative explanations for this evidence, but we do find limited support for the presence of a larger giving–weather relation when earnings management incentives are likely to be elevated. If other real decisions with similar characteristics scale proportionally to charitable giving, our findings suggest that the overall magnitude of real earnings management activities could be quite substantial