Economic policy uncertainty and bank earnings opacity

Using a sample of U.S. banks and an index for economic policy uncertainty developed by Baker et al. (2016), we investigate whether economic policy uncertainty is systematically related to bank earnings opacity. When economic policy is relatively uncertain, it is easier for bank managers to distort financial information, as unpredictable economic policy changes make assessing the existence and impact of hidden “adverse news” more difficult for investors and creditors. Economic policy uncertainty also increases the fluctuation in banks’ earnings and cash flows, thus providing additional incentives and opportunities for bank managers to engage in earnings management. Our results show that uncertainty in economic policy is positively related to earnings opacity, proxied by the magnitude of discretionary loan loss provisions and the likelihood of just meeting or beating the prior year’s earnings, and negatively related to the level of accounting conservatism (i.e., the timeliness of recognition of bad news relative to good news). Collectively, our results suggest that economic policy uncertainty leads to greater earnings opacity. We also find that the impact of economic policy uncertainty on financial reporting distortion is less pronounced for stronger banks (i.e., banks with high capital ratios).     

Corporate social responsibility and earnings management in U.S. banks

Business decision making depends on financial reporting quality. In identifying the drivers of financial reporting quality, proxied by earnings management (EM), prior literature has drawn attention to the association between corporate EM practices and commitment to corporate social responsibility (CSR). Empirical evidence, however, provides inconclusive results regarding the direction of this association. Using simultaneous equations, we examine the bi-directional CSR–EM relationship in U.S. commercial banks. We demonstrate that, although banks that engage in EM practices are also actively involved in CSR, the reverse relationship is not significant. We provide implications for investors, analysts, business participants and regulators.     

The impact of climate risk on earnings management: International evidence

This study explores the influence of climate risk on properties of firms’ financial reporting practices with observations collected from 64 countries between 2005 and 2016. We use a country-level climate risk indicator developed by Germanwatch to measure the degree of damage from extreme weather events, and find that climate risk positively influences firms’ engagements in both accruals-based and real earnings management. Furthermore, we document that the above-mentioned effects of climate risk are moderated by the quality of country-level public governance. Subsample analysis suggests that the main effect of climate risk on earnings management is more pronounced for firms from developed countries, for firms in environment-sensitive industries, and for firms reporting losses. Our findings, which are supported by a battery of robustness tests, have important implication for regulators and policymakers.     

Auditor reporting and earnings management: some additional evidence

This paper investigates the reasons that lead to modification of auditors’ opinions. We revisit the conclusions of prior US‐based research on whether a modification highlights likely earnings management activities. Extending this research, we consider an alternate explanation that managers adjust accruals to report earnings that better predict future firm performance, which has the side‐effect of placing them in conflict with their auditors. Our study sample comprises all firms listed on the Australian Stock Exchange over the period 1999–2003. Consistent with prior research, there is no evidence of earnings management leading to an audit opinion modification. However, we do show that firms receiving inherent uncertainty modifications (other than going concern) have greater persistence of earnings (accruals) relative to other firms. This is consistent with the proposition that managers have made policy choices in reporting current earnings, with which their auditors disagree, that will likely result in a greater ability to forecast the firm's future earnings.     

External financing and earnings management: Evidence from international data

Corporate financing conditions in the external capital market are significantly affected by information asymmetry, while internal financing is not. Given that earnings information influences market perceptions regarding firms’ quality, firms relying on external financing should have incentives to manage earnings to improve their financing conditions. This study investigates the effect of corporate external financing behavior on earnings management. Using a sample comprising 75,790 observations of 12,874 firms in 43 countries, we find that accrual-based and real earnings management are positively associated with firms’ reliance on external financing. This positive relationship holds especially true for firms that rely on equity rather than debt financing. We argue that reliance on external financing (especially equity financing), which is subject to problems arising from information asymmetry, generates a motive for earnings management.     

Effects of earnings management on bank cost of debt

This study investigates how earnings management influences credit ratings, and thus the cost of debt, using bank data from 85 countries. Using cross‐country data also facilitates the investigation of how information asymmetry affects the influence of earnings management on ratings. The results indicate that raters downgrade ratings when they perceive earnings management, after controlling for other potential determinants of bank credit ratings, implying that earnings management increases borrowing costs. The negative effect of earnings management is mitigated for banks in countries with more extensive and effective banking regulations owing to lower information asymmetry, but aggravated in counties with less robust banking regulations.     

Deferred taxes,earnings management,and corporate governance: Malaysian evidence

This study examines whether Malaysian public listed companies (PLCs) use deferred taxes to avoid an earnings decline. In addition, this study also examines whether corporate governance mechanisms attenuate the extent to which deferred taxes are used to manage earnings. Using a sample of 221 PLCs listed on the main and second boards of Bursa Malaysia in 2008 with a complete set of data available from 2005 to 2008, this study finds that Malaysian PLCs use both the accrual and valuation allowance components of net deferred tax liabilities to avoid a decline in earnings. The study also finds that ownership structure and board structure affect the extent to which earnings management is associated with a deferred tax component.     

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.     

Central supervision and earnings management: Quasi-experimental evidence from China

Earnings management is costly to society because it decreases the informativeness of earnings and hence distorts capital market efficiency. Drawing upon a natural experiment generated by the staggered random on-site inspection programme initiated by China's central government between 2013 and 2017, this paper finds that highly intensive central supervision significantly decreases local firms' earnings management behaviours. Moreover, the effect of central supervision is found to be more pronounced in provinces with severe GDP exaggeration, provinces with local governors facing impending promotion, and firms controlled by the government. These findings suggest that on-site inspections by the central government may alleviate local officials' political incentives and ability to pressure local firms to engage in earnings management. However, the estimation results of timing tests indicate that this monitoring effect is short-lived, calling for a more comprehensive strategy to enhance the supervision of local officials and consequently improve the reliability of firms' financial reporting quality. These findings highlight the importance of addressing the agency problem between central and local governments in curbing firms' earnings manipulation to improve the capital market efficiency of economies characterized by strong government intervention.     

Firm diversification and earnings management: evidence from seasoned equity offerings

Popular press suggests that diversified firms are more aggressive in managing earnings than non-diversified firms. We examine this claim in the seasoned equity offering (SEO) setting, where firms have been shown to have the incentive to manage earnings upwards. Using the cross-sectional modified Jones [(1991) J Accounting Res 29:193–228] model to measure discretionary current accruals, we find that discretionary current accruals are higher among diversified firms than in non-diversified ones. Our evidence is consistent with the view that the extent of firm diversification is directly related to the degree of earnings management. We further show that diversified issuers with high discretionary accruals underperformed other SEO firms.

Underwriter choice and earnings management: evidence from seasoned equity offerings

Using a sample of seasoned equity offerings (SEOs), this paper examines the association between the choice of financial intermediary and earnings management. We contend that with more stringent standards for certification and intense monitoring, highly prestigious underwriters restrict firms’ incentives for earnings management to protect their reputation and to avoid potential litigation risks, while firms with greater incentives for earnings management avoid strict monitoring by choosing low-quality underwriters. Consistent with our predictions, we find an inverse association between underwriter quality and issuers’ earnings management. In addition, we find that underwriter quality is positively related to SEOs’ post-issue performance, even after controlling for the effect of earnings management. We also find that firms with low-underwriter prestige and high levels of earnings management under-perform the most. However, the effect of underwriter choice on post-issue performance does not last long.

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.     

Corporate governance and earnings management at large U.S. bank holding companies

This paper examines whether corporate governance mechanisms affect earnings and earnings management at the largest publicly traded bank holding companies in the United States. We first find that performance, earnings management, and corporate governance are endogenously determined. Thus, OLS estimation can lead to biased coefficients and a simultaneous equations approach is used. We find that CEO pay-for-performance sensitivity (PPS), board independence, and capital are positively related to earnings and that earnings, board independence, and capital are negatively related to earnings management. We also find that PPS is positively related to earnings management. Finally, PPS and board independence are positively related and the relationship is bidirectional. While both PPS and board independence are associated with higher earnings, our results indicate that more independent boards appear to constrain the earnings management that greater PPS compels.     

Corporate governance,earnings management,and IFRS: Empirical evidence from Chinese domestically listed companies

This research used 1,329 Chinese publicly listed companies’ data from 1998 to 2009 to investigate how IFRS, state ownership, and board of directors (BOD) influence earnings management. We conclude that state-ownership to an extent discourages earnings management in the current environment of China. However, IFRS implementation does not seem to deter earnings management. When state-ownership is not the case, increasing the number of independent BOD seems to be a good practice to discourage earnings management, although non-independent BOD does not make any difference.     

Discretion in bank loan loss allowance,risk taking and earnings management

We study whether banks use the allowance for loan losses (ALL) for efficiency or for opportunistic reasons. We find that banks that had higher abnormal ALL during the period prior to the 2007–2009 crisis engaged in less risk taking during the pre‐crisis period and had a lower probability of failure during the crisis period. In testing earnings management to meet or beat earnings benchmarks, we find that abnormal ALL is unrelated to next period's loss avoidance and just meeting or beating the prior year's earnings. Our results suggest that banks use ALL for efficiency and not for opportunistic purposes.     

Crossed-listed foreign firms' earnings informativeness, earnings management and disclosures of corporate governance information under SOX

The passage of the Sarbanes-Oxley Act (SOX) marks the beginning of the mandatory disclosure of audit-committee composition and other corporate governance information for cross-listed foreign firms. We posit that the provisions of SOX improve the effectiveness of an independent audit committee and other corporate-governance functions in monitoring the earnings quality of cross-listed foreign firms, and we use cross-listed firms' earnings informativeness and earnings management to measure earnings quality. Our findings show earnings informativeness is significantly associated with audit-committee independence as well as with board independence in the post-SOX period. In contrast, we do not find a significant association between earnings informativeness and audit-committee independence in the pre-SOX period. Our findings also show a consistently negative association between earnings management and audit-committee independence after SOX, an association that is not found in the pre-SOX period. Similarly, a negative association between earnings informativeness and the CEO duality as the chair of the board is only found in the post-SOX period. Furthermore, our results show a positive (negative) association between earnings informativeness (earnings management) and an aggregate corporate-governance score as a measure of overall corporate-governance functions in both the pre- and post-SOX periods. Our findings on the change of magnitude in the relationship between earnings informativeness (earnings management) and corporate governance suggest that the SOX provisions improve the effectiveness of cross-listed foreign firms' corporate-governance functions in monitoring the quality of accounting earnings.     

Discussion of “Performance, growth and earnings management”

In an economy of firms with varying levels of performance, which firms are more likely to manage their earnings? The conference paper by Lee, Li, and Yue provides a promising approach to disentangle economic performance from earnings management in large-sample settings. The authors develop an analytical signaling model of earnings management in an economy and confront its equilibrium predictions with the data.     

The association between management earnings forecasts, earnings management, and stock market valuation: Evidence from French IPOs

This study investigates managers' motivations to engage in earnings management through purposeful interventions in the setting of discretionary accruals, in the context of initial public offerings (IPOs) in France. Firms issuing forecasts in their prospectuses are expected to differ from nonforecasters in the level of earnings management during the year following the public offering. Within the context of contracting theory, four research questions are addressed. First, are IPO firms issuing forecasts more inclined to manage earnings 1 year after an IPO compared to nonforecasting firms? Second, is a forecasting firm's level of earnings management conditioned by earnings-forecast deviation? Third, is earnings management by IPO forecasting firms affected by contractual and governance environments? Fourth, how do investors see through earnings management following IPO earnings forecasts, i.e., how do stock market participants value earnings components (i.e., nondiscretionary and discretionary accruals)? Our findings document that in the year following an IPO, the magnitude of earnings management is much higher for forecasters than for nonforecasters. Results also show that a firm's accrual behavior is affected by earnings-forecast deviation, but the relationship is moderated by contractual and governance constraints. Finally, it would appear that French investors do not adequately readjust the relationship between reported earnings and a firm's market value for the year in which earnings are subject to manipulations.     

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.