Debt,diversification and earnings management

In this article we use panel-estimation techniques to calculate discretionary accruals (DAC) and to produce a better understanding of the nature of the relation between debt and earnings management. Consistent with the transparency hypothesis (which suggests that diversification increases the complexity of firms’ activities and reduces their transparency to outsiders), we find that for less-diversified (more transparent) firms, debt reduces positive discretionary accruals, whereas in relatively more-diversified (less transparent) firms the impact of debt becomes positive. Our paper shows that marginal increases in debt provide the incentives for managers to manipulate earnings, and diversification provides the needed context for this accounting practice to be possible. We have also found that only in the sub-sample of aggressive firms, those that manage discretionary accruals with enough magnitude to increase income, do lenders exert their control. Some firms, however, take advantage of diversification to avoid this control. Our findings are robust to several earnings-management measures and methodologies.     

Audit firm size, public ownership, and firms' discretionary accruals management

In this study, we developed and tested three hypotheses concerning earnings management in Belgium (i.e., a continental European environment). The three hypotheses are about: (1) income smoothing, (2) Bix Six auditors, and (3) public ownership. The study is motivated by the finding by Becker, DeFond, Jiambalvo, & Subramanyam [Contemp. Account. Res. 15 (1998) 1] and Francis, Maydew, & Sparks [Audit. J. Pract. Theory 18 (1999) 17] that Big Six audit firms act as a constraint on both income-increasing and income-decreasing earnings management. The finding raises questions as to the determinants of earnings management in other institutional settings such as that of Belgium. Accordingly, we study publicly available financial statements of a matched sample of publicly and privately held Belgian firms. Following Francis et al. [Audit. J. Pract. Theory 18 (1999) 17], DeFond and Subramanyam [J. Account. Econ. 25 (1998) 35], and Becker et al. [Contemp. Account. Res. 15 (1998) 1], we use discretionary accruals as a measure of earnings management. We find that Belgian companies—both private and public—engage in income smoothing and manage earnings opportunistically to meet the benchmark target of prior-year earnings. The evidence is also supportive of the other two hypotheses, but only when companies have earnings that are above target and have incentives to smooth earnings downwards. The fact that our results on the impact of Big Six auditors and ownership type are different for above and below target firms in Belgium, and differ with findings on U.S. samples, can be explained by the Belgian institutional environment.     

Examining the relationship between earning management and market liquidity

The main purpose of this paper is to argue the extent that earnings management lowers liquidity. It should increase information asymmetry and impair trading liquidity. Using a sample of French firms from 2008 to 2011, we find that firms that manage earnings have wider bid-ask spreads. Our results are robust for both of two well-established measures of market liquidity. Therefore, the empirical results indicate that firms that exhibit greater earnings management are associated with lower market liquidity. These findings are in line with adverse selection and shed light on the role corporate governance devices can play in the consideration of shareholder interest’s protection, which leads to improved stock market liquidity levels.     

The association between corporate governance and earnings quality: Further evidence using the GOV-Score

This paper reexamines the relation between corporate governance and quality of earnings using a summary governance measure. Prior research has used many surrogates for corporate governance including size and composition of board of directors, existence and composition of audit committee, and extent of institutional ownership. However, the criticism of the extant research has been that corporate governance comprises many facets and is not uni-dimensional. In this study we fill this void by using the Gov-Score developed by Brown and Caylor [Brown, D., and Caylor, M.L., (2006). Corporate governance and firm valuation. Journal of Accounting and Public Policy 25, 409-434.] to measure corporate governance. In the post-Sarbanes-Oxley period, we find evidence of a significant inverse relationship, namely higher levels of corporate governance are associated with lower absolute discretionary accruals and higher quality of earnings. Furthermore, our results suggest that only firms in the highest category of corporate governance experience significantly improved quality of earnings. Finally, as a test of robustness, we document that corporate governance is negatively associated with small earnings surprises. This implies that firms with weak corporate governance are more likely to manage earnings in order to meet or beat analyst forecasts.     

Discretionary accruals: signalling or earnings management in Australia?

We investigate the signalling effect of discretionary accruals (DAC). Although we find that discretionary accruals are insignificantly related to contemporaneous stock returns, we uncover that income‐increasing discretionary accruals of GAAP‐complying growth firms are significantly and positively related to contemporaneous stock returns. Furthermore, we find that this positive effect is stronger among firms with better corporate governance mechanisms, such as Board of Directors Independence, Audit Committee Independence and Large Shareholders’ Ownership. In addition to contemporaneous stock returns, we also find similar results with the future increase in dividends. Our findings are consistent with the argument that corporate governance can enhance the signalling effect of reported earnings of GAAP‐complying growth firms.     

Impact of family dominance on monitoring of earnings management by audit committees: Evidence from Hong Kong

This study examines whether the establishment of audit committees by Hong Kong firms would constrain earnings management, especially in firms with family-dominated corporate boards, a condition unique to Hong Kong. The study uses the methodology of three-stage (3SLS) regression analyses to control for endogeneity among earnings management, voluntarily established audit committee, and corporate board size. The results of regression analyses based on 523 observations for the period of 1999-2000 when the audit committees were first established by Hong Kong firms show that overall audit committees play a significant role in constraining earnings management even in the business environment of higher ownership concentration. The effectiveness of audit committees is, however, significantly reduced when family members are present on corporate boards, especially when family members dominate the corporate board.     

Market perceptions of discretionary accruals by debt renegotiating firms during economic downturn

This study addresses how a stock market prices earnings components around a sudden and severe economic downturn. In particular, the study examines the market valuation of discretionary accruals for debt renegotiating Malaysian firms during the Asian financial crisis. Our analysis shows that negative discretionary accruals for debt renegotiating firms are associated with higher market values of equity and are not related to the firms' future earnings. These findings are consistent with investors placing a positive value on the probability that negative accruals increase the likelihood that concessions can be extracted from lenders during renegotiation. In contrast, discretionary accruals for a control sample of non-debt renegotiating firms are not significantly associated with stock prices but are positively associated with future earnings.     

A study of earnings-management motives in the Anglo-American and Euro-Continental accounting models: The Canadian and French cases

The purpose of this paper is to investigate factors that potentially influence earnings-management policy with reference to the Anglo-American and Euro-Continental accounting models. Canada and France, respectively, belong to those different socio-economic environments. Earnings-management practices detected in those countries are expected to be affected by specific socio-economic features of the Anglo-American and the Euro-Continental environments. We explain earnings-management practices by incentives suggested in the literature to reveal which motives are prominent within each environment.We tested our earnings-management motives (EMM) model using appropriate panel-estimation techniques over 1674 Canadian and 1470 French firm-year observations. Our results provide evidence that incentives for earnings management for French firms are specifically linked to contractual debt costs and effective tax rate. However, Canadian firms show specific incentives matched with a dynamic capital market. Issuing equity is a strong motive for earnings management in Canadian firms.     

Earnings forecast disclosure regulation and earnings management: evidence from Taiwan IPO firms

This study examines whether the Taiwanese regulation requiring disclosure of earnings forecasts in the IPOs resulted in disclosure of more optimistic earnings forecasts and whether the forecast error was reduced more by manipulating the reported earnings rather than revising the earnings forecasts to meet the forecast error threshold. The study is based on 759 forecasts issued by the Taiwanese IPO firms from 1994 to 2001, i.e. 8-year period after the regulation was modified to increase the forecast error threshold to 20%. The findings show that the disclosure regulation resulted in more optimistic forecasts than conservative forecasts, especially for firms expecting better performance in the forecast year compared to the previous year. Firms disclosing optimistic earnings forecasts engaged more in manipulation of reported earnings than revision of forecasts to meet the forecast error threshold. These findings thus suggest that the disclosure regulation resulted in earnings manipulation, which reduced the quality of reported earnings. We received valuable comments at the 2003 American Accounting Association and 2004 Euorpean Accounting Association annual meetings. We also thank the participants at the research seminars at Rutgers University, City University of Hong Kong, and Pace University, for their insightful comments. Picheng Lee especially thanks Pace University for 2003 summer research grant.     

Executive compensation and earnings management: Empirical evidence from Japan

This study investigates the relation between discretionary accounting choices and executive compensation in Japanese firms. The results show that the use of discretionary accruals increases executive compensation. The analyses also show that firm managers receiving no bonus adopt income-decreasing accruals and extraordinary items. In particular, evidence shows that negative extraordinary items are strongly associated with no bonus payment. Finally, the research indicates that the association between discretionary accruals and executive bonus varies depending upon the circumstances of the firm. This study contributes to the literature on earnings management from an international comparative perspective since most previous studies on earnings management and executive compensation have focused on U.S. firms.     

The impact of tax holidays on earnings management: An empirical study of corporate reporting behavior in a developing-economy framework

This study investigates whether foreign investment enterprises (FIEs) in China alter their corporate reporting behavior in response to a known schedule of tax-rate increases. The context of this investigation is a tax-incentive scheme that allows firms to pay taxes at a reduced rate for a limited period of time, and then at a higher rate when this period expires. If managers attempt to maximize firm value by minimizing tax costs, then the spread of tax rates in the periods surrounding the rate change may provide a substantial incentive for them to accelerate revenue and defer expenses. Consistent with this hypothesis, the empirical results indicate that firms report significantly higher discretionary current accruals for the years before tax-rate increases. The evidence, which indicates that firms manage earnings upward to take advantage of lower tax rates that are available in certain years, has important implications for tax policymakers.     

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.     

How do stock-for-stock acquirers manage earnings? The accruals feature of real earnings management

This paper investigates whether stock-for-stock acquirers undertake real activities to manage earnings before merger announcements. Our results show that stock-for-stock acquirers present unusually high levels of credit sales and overproduction in the quarter immediately before the merger announcement. We also find that the accruals feature of real earnings management can explain the stock-for-stock acquirers’ high discretionary current accruals. In addition, stock-for-stock acquirer firms that accelerate their credit sales experience subsequent market underperformance. Overall, we provide a novel insight into the accruals feature of real earnings management.     

Is ‘benchmark beating’ by Australian firms evidence of earnings management?

We investigate the extent to which Australian firms that report small profits and/or small increases in earnings (i.e. benchmark beaters) have done so by the upward manipulation of these earnings. Although evidence of an unusually large number of firms managing to just beat such earnings benchmarks has been interpreted as evidence of earnings management, this approach fails to identify those firms that are the manipulators from those where unbiased earnings fall naturally into the benchmark beating group. Our results suggest that caution is required in interpreting benchmark beating as an indicator of the extent of earnings management. Using several methods for estimating the unexpected accrual component of earnings, we show that although benchmark beaters have larger positive unexpected accruals than other firms, a similar result holds when firms with small losses or earnings declines (i.e. ‘just miss’ firms) are compared with other firms. Moreover, there is no statistically significant difference between unexpected accruals for the benchmark beating and just miss groups. At a minimum, we reject the joint hypothesis that unexpected accruals capture earnings management and that an unusual kink around zero in the distribution of earnings levels or earnings changes is caused by earnings management.