Employee turnover likelihood and earnings management: evidence from the inevitable disclosure doctrine

We present evidence that managers consider employee turnover likelihood in their accounting choices. Our tests exploit U.S. state courts’ staggered recognition of the inevitable disclosure doctrine (IDD), which reduces employees’ ability to switch employers. We find a significant decrease in upward earnings management for firms headquartered in states that recognize the IDD, relative to firms headquartered elsewhere. The effect of the IDD is stronger for firms relying more on human capital and for firms whose employees have higher ex-ante turnover likelihood, confirming the employee retention channel. Overall, our results support the view that retaining employees is an important motive for corporate earnings management.     

Earnings management and corporate spinoffs

In this study we examine whether firms manage earnings before pursuing corporate spinoffs. Using a sample of 226 completed spinoffs between 1985 and 2005, we find strong evidence of pre-spinoff earnings management among parent firms involved in non-focus-increasing spinoffs. We also find higher levels of earnings management among parent firms that have a higher level of information asymmetry prior to spinoff announcements. Our regression results show a significant negative relation between income-increasing earnings management and the announcement period returns for non-focus-increasing spinoffs. In addition, a significant positive relation is found between income-increasing earnings management and the announcement period returns for focus-increasing spinoffs. The results suggest that income-increasing earnings management sends out negative signals about non-focus-increasing spinoffs but positive signals about focus-increasing spinoffs.     

Employee relations and stock price crash risk: Evidence from employee lawsuits

In this paper, we examine the effect of firms' employee relations, measured by the number of employee lawsuits divided by the total number of employees, on stock price crash risk. Firms with higher employee lawsuit ratios tend to have higher stock price crash risk. Our results are robust after addressing possible endogeneity and using alternative measures of employee relations and stock price crash risk. We also find that the association between the employee lawsuit ratio and stock price crash risk is less prominent for state-owned enterprises, for firms with stringent external monitoring, and for firms with positive earnings news. Finally, earnings aggressiveness appears to be the channel through which the employee lawsuit ratio affects stock price crash risk. Collectively, our study is in line with the stakeholder theory, and highlights the importance of employee lawsuit for preventing crash of stock price.     

The effect of unionization on firms’ earnings management and employee compensation: Evidence from a regression discontinuity design

This study examines the effect of unionization on US firms’ accruals-based earnings management and future employee compensation expenses by employing a research design that overcomes the inherent endogeneity issue of the relationship between unionization and earnings management. First, by comparing firms that just pass unionization by a small number of votes to those that just barely lose elections, the regression discontinuity design estimations document significant downward accruals earnings management for firms that barely pass unionization, compared to those that barely fail to pass unionization. Second, the association between unionization and earnings management is only significant in US states without right-to-work legislation, where unions are more powerful. These findings are consistent with recently unionized firms’ incentives to report lower earnings in order to mitigate unions’ demands for greater employee compensation. Further, for firms that barely pass unionization, we find that: (1) unions cannot fully “undo” the effects of earnings management, that is, downward managed earnings depress future compensation expenses, and (2) firms cannot fully “undo” the effects of unionization, that is, compensation expenses increase after unionization despite the downward earnings management.     

Impact of proximity to debt covenant violation on earnings management

We examine the impact of differential incentives arising from proximity to debt covenant violation on earnings management. We reason that firms with loans close to violation or in technical default of their debt covenants have a stronger incentive to engage in earnings management than firms that are far from violating their debt covenants. We find results consistent with this expectation. Firms close to violation or in technical default of their debt covenants engage in higher levels of accounting earnings management, real earnings management, and total earnings management than far-from-violation firms. In additional analysis, we find that firms with a stronger incentive to avoid covenant violation switched from using more accounting earnings management before the Sarbanes–Oxley Act to using more real earnings management and more total earnings management afterwards. We also document that the earnings management implications of debt covenant violation are observed primarily for firms with poor credit ratings and for firms that do not meet analyst forecasts.     

Stock market listing status and real earnings management

This study analyzes real earnings management among privately held versus publicly listed firms. Our first finding is that public firms engage in more earnings management through operating activities. When a clear incentive to manage earnings in a specific direction is present we continue to find that public firms manage their earnings more than private firms. We reason that capital market pressure and ownership characteristics drive our results. Additional analyses reveal that public firms employ more real earnings management as a proportion of the total earnings management strategy. Furthermore, we find that mitigating factors of real earnings management have stronger impact in public firms. This study contributes to literature on non-accrual earnings management and to the broader understanding about the private vis-à-vis public firm reporting and operating behavior. Finally, we contribute by identifying an important societal cost of stock market listing, which is the increase in potentially value-destroying real earnings management.     

Are insiders equal? Evidence from earnings management in closely held East Asian firms

In analyzing newly collected data on the ultimate ownership structure of publicly traded firms in nine East Asian economies, we contribute to international accounting research by providing evidence on earnings management in insider-controlled firms in this region. We find that family-controlled firms engage in less (more) accrual-based (real) earnings management than other insider-controlled firms. Our analysis suggests that controlling families, unlike other types of ultimate owners, tend to substitute real earnings management for accrual-based earnings management. To help empirically clarify the role that two incentives (entrenchment versus signaling) play in driving the substitution between real and accruals-based earnings management, we examine their valuation impact and find that both types negatively affect the future valuation of family firms. In another set of results consistent with expectations, we document that country-level investor protection and firm external financing demand shape the practice of earnings management in family-controlled firms.     

Accounting for employee flows

This paper examines employee flows and the association with firm earnings and interest rates. We use administrative employer–employee matched panel data from Denmark spanning 17 years and hence exploit actual data on employee arrivals (labor inflows) and departures (labor outflows). Three main findings emerge. First, we condition by firms’ economic conditions. Departures predict earnings increases for prior-year loss firms, while they predict earnings decreases for prior-year profit firms, suggesting that this conditioning can help explain the mixed results in the literature. Arrivals predict earnings increases, though only for prior-year profit firms. These effects are stronger for high-paid employees than for low-paid ones. Second, the effects of departures are generally larger than the effects of arrivals, consistent with departures disrupting operations. Third, we find that lenders price employee flow information but only for departures of high-paid employees, despite the predictive ability of the flow of other employees for future earnings. Overall our results suggest that employee flows predict firm financial performance but are only partially priced by lenders.     

Do auditors react to real earnings management?

Prior research has documented an association between audit effort and real earnings management [REM]. Specifically, audit report lags have been shown to be positively associated with REM. We investigate the auditor and firm characteristics underlying this association. Our results indicate that overall, REM is associated with longer abnormal audit report lags [ARLs]. We find, however, that this association is driven largely by non-accelerated filers. This result holds for both suspect firms (those firms just meeting earnings benchmarks) and non-suspect firms, for specialist as well as non-specialist auditors, and for profit as well as loss firms. Together our results indicate that when auditors are not constrained by the time pressure of accelerated filing, encountering REM is associated with greater audit effort. Our results may indicate, however, that with respect to accelerated filers, abnormal ARLs may be an imperfect proxy for additional effort. These results have implications for both future research and for the impact of accelerated filing deadlines on audit quality.     

Can Stock Recommendations Predict Earnings Management and Analysts’ Earnings Forecast Errors?

In this article we present evidence that a firm's stock price sensitivity to earnings news, as measured by outstanding stock recommendation, affects its incentives to manage earnings and, in turn, affects analysts' ex post forecast errors. In particular, we find a tendency for firms rated a Sell (Buy) to engage more (less) frequently in extreme, income–decreasing earnings management, indicating that they have relatively stronger (weaker) incentives to create accounting reserves especially in the form of earnings baths than other firms. In contrast, firms rated a Buy (Sell) are more (less) likely to engage in earnings management that leaves reported earnings equal to or slightly higher than analysts' forecasts. Our empirical results provide direct evidence of purported, but heretofore, weakly documented equity market incentives for firms to manage earnings. They are also consistent with a growing body of literature that finds analysts either cannot anticipate or are not motivated to anticipate completely in their forecasts firms' efforts to manage earnings.     

The use of earnings and operations management to avoid credit rating downgrades

Firms placed on negative credit watch face the threat of a credit rating downgrade. At the same time, they are given the opportunity to put recovery efforts in place to retain their current credit rating. In this paper, we test to what extent firms use earnings management as a short-term recovery strategy. We find that both accruals-based and real earnings management are associated with firms avoiding credit rating downgrades, and that these alternative earnings management strategies tend to be complements rather than substitutes. However, following the passage of the Sarbanes–Oxley Act, only real earnings management is significantly associated with the credit watch outcome. We find evidence that firms which maintain their rating via earnings management are better able to afford the inevitable earnings reversals, and that in the year following the credit watch period, the credit rating performance of these firms is significantly better than firms which undergo a downgrade, with fewer downgrades and more upgrades in this period. Our results also imply that credit rating agencies are not misled by earnings management but rather allow for some discretion in reporting earnings that facilitates the dissemination of private information about future firm performance.     

Earnings Management Surrounding New Debt Issues

We examine whether firms manage earnings before issuing bonds to achieve a lower cost of borrowing. We find significant income‐increasing earnings management prior to bond offerings. We also find that firms that manage earnings upward issue debt at a lower cost, after controlling for various bond issuer and issue characteristics. Our results are consistent with studies that report earnings management around equity issuance. The results indicate that, like equity holders, bondholders fail to see through the inflated earnings numbers in pricing new debt.     

Where do firms manage earnings?

Despite decades of research on how, why, and when companies manage earnings, there is a paucity of evidence about the geographic location of earnings management within multinational firms. In this study, we examine where companies manage earnings using a sample of 2,067 U.S. multinational firms from 1994 to 2009. We predict and find that firms with extensive foreign operations in weak rule of law countries have more foreign earnings management than companies with subsidiaries in locations where the rule of law is strong. We also find some evidence that profitable firms with extensive tax haven subsidiaries manage earnings more than other firms and that the earnings management is concentrated in foreign income. Apart from these results, we find that most earnings management takes place in domestic income, not foreign income.     

Management earnings forecast disclosure policy and the cost of equity capital

We examine the relation between management earnings forecast disclosure policy and the cost of equity capital in a cross-section of 1,355 firms over a 4-year post-Regulation Fair Disclosure period (2001 through 2004). We find evidence of a negative association between the quality of management earnings forecasting policy and cost of equity capital, and we document that the strength of the association is greater for firms with higher disclosure costs and for firms with more relevant quarterly management earnings forecasts. Our results are robust to the use of multiple methods to address both endogeneity and the measurement error in firm-specific estimates of implied cost of equity capital.     

Do firms change earnings management behavior after receiving financial forecast warnings?

This study investigates whether government-issued financial forecast warnings are associated with earnings management in Taiwan. In particular, we examine whether firms receiving warnings use different earnings management tools than firms without warnings. We find that firms that were warned prefer to use real activities manipulation than accrual-based earnings management to avoid potential litigation and penalties. In addition, we document that firms receiving warnings employed both accrual-based and real activities earnings management especially through over-production in response to the regulatory change from mandatory to voluntary disclosure in 2005. Our results suggest that while the government warning mechanism might constrain the forecasting firms from using accrual-based earnings management, the adoption of voluntary financial forecast disclosure did not necessarily prevent them from engaging in accrual-based manipulation.     

Does religiosity enhance the quality of management earnings forecasts?

This study investigates whether firms located in areas with higher levels of religiosity disclose higher-quality management earnings forecasts than do other firms. Using a US sample of 4,655 firm-year observations over the period 2001 to 2014, we find that firms headquartered in counties with higher proportions of religious adherents issue earnings forecasts that are less optimistically biased and that the effect of religiosity is concentrated in firms with weak monitoring mechanisms. We also find that religiosity mitigates pessimistic bias in management earnings forecasts, but only for those issued by firms operating in low litigation industries. This result suggests that when the litigation risk is high, both ethicality and risk aversion are at work and their competing effects likely offset each other. Additionally, we document that forecasts issued by firms in more religious areas trigger stronger stock price reactions than those issued by other firms and that the effect is limited to forecasts containing optimistic bias. Overall, our results show that religiosity enhances the quality of management earnings forecasts, but the effect varies based on different conditions.     

Earnings Management During Antidumping Investigations in Europe: Sample‐Wide and Cross‐Sectional Evidence

This paper examines earnings management by EU firms that initiate an antidumping investigation. We first document economically and statistically significant income‐decreasing earnings management around the initiation of an antidumping investigation. We show that earnings management increases when accounting data directly affect the magnitude of the tariffs imposed in the trade investigation. We also find that earnings management decreases as the number of petitioning firms increases or as the distance between petitioning firms increases, suggesting free‐rider and coordination problems. We find that earnings management increases when the petition is directed at a country that imports more goods from the petitioning firm's home country, suggesting that retaliation threats affect incentives. We document that raising equity or debt financing moderates income‐decreasing earnings management, consistent with the idea that sample firms trade off capital market and regulatory considerations. Our results indicate that contemporary research methods can detect accruals‐based earnings management in settings in which the incentives for earnings management can be clearly identified.     

Debt Financing and Earnings Management: An Internal Capital Market Perspective

This paper investigates the role internal capital markets play in mitigating earnings management of group firms. We predict that the funding advantages of internal capital markets from business affiliates obscure solvency problems resulting from higher leverage for individual firms within a group, which in turn mitigates their incentives for earnings management. Using Taiwanese firms as a sample, we provide evidence that is consistent with such a prediction. In particular, we show that higher group profitability reduces its member firms’ sensitivity of earnings management to debt levels. Among business groups, earnings management in pyramidal groups is less sensitive to debt levels. We also find that the debt‐abnormal accrual curve becomes smoother as group profitability increases when considering the non‐monotonic relationship between firm leverage and earnings management.     

The role of board independence in mitigating agency problem II in Australian family firms

We investigate the impact of board independence on earnings management on a sample of family controlled firms listed on the Australian Securities Exchange (ASX). Using panel data over the period 2000–2004, we find evidence of earnings management among family controlled firms in Australia, an environment of high investor protection and private benefits of control. Findings show that a higher proportion of independent directors on boards is effective in reducing earnings management, thereby mitigating agency problems associated with entrenchment and expropriation in family firms. We also find that managers of family firms are less aggressive in managing earnings via discretionary long-term accruals compared to non-family firms.     

Firm Accrual Quality Following Restatements: A Signaling View

We consider whether and how firms improve their financial reporting credibility following a restatement by comparing two alternative views. The compliance view predicts that firms simply correct errors to comply with regulations; the signaling view predicts that improvements are broader to allow firms to signal higher reporting quality and thereby reduce information uncertainty. We find that accrual quality improves significantly following the restatement and that this improvement is observed for both earnings and non‐earnings error restatements. We also find that the extent of real earnings’ management decreases significantly. Further, we find that improvements in accrual quality are higher for firms with CEO turnover and higher incentives to improve, but lower for firms switching to an auditor of lower quality. Collectively, our findings suggest that firms signal improved reporting credibility following a restatement through higher accruals quality and lower real earnings management.