Classificatory income smoothing: The impact of a change in regime of reporting financial performance

Financial Reporting Standard No. 3 (FRS3) regulated the reporting of financial performance by UK firms from 1993 until the adoption of International Financial Reporting Standards in 2005. FRS3 outlawed extraordinary items, but allowed a clearer distinction between recurring and transitory income by giving firms discretion over the classifications of unusual (i.e. exceptional) items and the option to disclose alternative EPS. Through these provisions FRS3 increased the scope for classificatory choices as a means to highlight persistent profitability. We examine the impact of FRS3 on classificatory smoothing by UK firms and document a significant rise in this practice post-FRS3. We find that this increase is due mainly to deviations of net income from expected earnings inducing a significantly higher level of classificatory smoothing post-FRS3. Additional analysis shows that earnings are substantially more persistent at the pre-exceptional level post-FRS3. Overall, our results suggest greater use of classificatory choices to highlight sustainable profitability after the change in performance reporting regime.     

Earnings components and the asymmetric timeliness of earnings: the case of FRS 3 in the UK

We exploit a unique setting to examine how an accounting regulation change affects the asymmetric timeliness of earnings. Financial Reporting Standard No. 3: Reporting Financial Performance (FRS 3) changed the way listed UK companies recognised bad news through ordinary or extraordinary items. FRS 3 tightened the definition of extraordinary items but gave wider discretion in classifying exceptional items. The results were that, after FRS 3, the asymmetric timeliness of earnings before extraordinary items increased and the association of earnings conservatism with discretionary accruals was weaker.     

Do artificial income smoothing and real income smoothing contribute to firm value equivalently?

This paper examines the potential impacts of artificial smoothing (abnormal accruals) and real smoothing (derivatives) on firm value. We find that the value of the firm decreases with the magnitude of abnormal accruals and increases with the level of derivative use. Moreover, the accrual discount is more pronounced in firms with weak investor protection and the hedging premium is greater for poorly governed firms. These results suggest that although managers can engage in real smoothing to improve the informativeness of firms’ earnings and thus reduce agency costs, they might use artificial techniques to cosmetically improve the income stream in order to expropriate minority shareholders. In further support of agency theories, we report that poor corporate governance motivates the use of abnormal accruals and discourages derivative use.     

Asset write-offs discretion and accruals management in Taiwan: the role of corporate governance

Using a sample of Taiwan’s public firms, this paper examines whether managers use discretionary write-offs and abnormal accruals jointly to reach earnings targets and how corporate governance mechanisms react to such opportunistic behavior. We develop a set of simultaneous equations that capture executives’ incentives to manage earnings through write-offs and accrual management. These incentives include the existence and tightness of accounting-based covenants, “big bath,” income smoothing, and changes in senior management. The empirical results show that firms with larger discretionary write-offs also have lower discretionary accruals. In addition, we find that these earnings management tools are endogenous, suggesting that discretionary write-offs and discretionary accruals are partial complements for earnings manipulation and that their magnitudes are determined jointly. These findings contrast sharply with the tenor of discussion in the U.S. literature concerning the potential for using asset write-offs and discretionary accruals to manipulate earnings, which documents that managers use their discretion over accruals to signal economic realities rather than to obfuscate. Moreover, the results reveal that the empirical association between discretionary write-offs and abnormal accruals is more pronounced in weakly governed firms, suggesting that a strong governance setting is likely to constrain management’s discretionary behavior. The above implications are robust to a number of alternative specifications and variables definitions.     

German Reporting Practices: An Analysis of Reconciliations from German Commercial Code to IFRS or US GAAP

This paper presents the results of research analyzing reconciliations of net income and stockholders’ equity from reports prepared according to Germany's Commercial Code (HGB) to either International Financial Reporting Standards (IFRS) or US Generally Accepted Accounting Principles (US GAAP). We describe the distribution of the reconciling items and assess their value relevance to firm market values 3 months after the financial statement date. The work helps to identify many issues not apparent from research that focuses only on promulgated accounting standards. Among other things, the research presented in this paper demonstrates that, when reconciling to IFRS or US GAAP, German companies must reverse significant software and film licensing revenue. Other areas of significant difference, not surprisingly, show greater conservatism in reporting under HGB than IFRS or US GAAP, particularly in asset capitalizations and write-offs as well as in accruals of provisions and reserves. The latter category is value relevant to the firms’ market values after controlling for all other categories of reconciling items from HGB to either IFRS or US GAAP, indicating that German markets value these companies’ provisions and accruals under the German reporting system.     

The impact of accounting information quality on the mispricing of accruals: The case of FRS3 in the UK

We exploit a unique setting of accounting regulation change to examine how accounting information quality affects the well-documented accrual anomaly. We show a significant reduction in the negative return predictability of accruals among UK companies with poorer accounting information quality following the introduction of Financial Reporting Standard No. 3: Reporting Financial Performance (FRS3). While the functional fixation hypothesis attributes the mispricing of accruals to the judgemental error of end-users of information, our findings suggest that the supply side of information also plays a crucial role. Our results provide evidence that regulatory interventions seeking to improve accounting information quality can reduce the mispricing of securities in the capital market.     

The persistence of earnings and cash flows and the role of special items: Implications for the accrual anomaly

We argue that high accruals are likely to be the outcome of rules with an income statement perspective, while low accruals are likely to be the outcome of rules with a balance sheet perspective, and that this has implications for the properties of earnings. Specifically, earnings persistence is affected both by the magnitude and sign of the accruals. Accruals improve the persistence of earnings relative to cash flows in high accrual firms, but reduce earnings persistence in low accrual firms. We show that the low persistence of earnings in low accrual firms is primarily driven by special items. We then show that special item-low accrual firms have higher future stock returns than other low accrual firms. This is consistent with investors misunderstanding the transitory nature of special items. Further analysis reveals that special item-low accrual firms have poor past performance and declines in investor recognition (analyst coverage and institutional holdings). Special items continue to explain future returns after controlling for these factors.     

Earnings Management Using Asset Sales: An International Study of Countries Allowing Noncurrent Asset Revaluation

Bartov (1993) demonstrates that US firms time asset sales to smooth income and affect debt/equity relationships. This study examines earnings management behavior through asset sales in countries that allow asset revaluation: Australia/New Zealand (ANZ) and the United Kingdom (UK). Earnings management behavior differs across these two country groups when their accounting rules differed prior to 1993, but is similar during the 1993–95 period when the UK implemented FRS 3 . The results also find that revaluer companies do not use asset sales to smooth income in ANZ nor in the UK after FRS 3 was implemented in 1993. UK revaluers (prior to FRS 3 ) and both countries' non-revaluers sell assets consistent with income smoothing.     

State ownership and abnormal accruals in highly-valued firms: Evidence from China

We examine how state ownership affects Chinese firms’ abnormal accruals during a period of high valuation. We find the magnitude of abnormal accruals first increases for up to three years of high valuation, and then reduces after the fourth year. We also find that managers turn to using abnormal real transactions after four consecutive years of high valuation. Next, we examine whether the degree of abnormal accruals in highly-valued firms differs between state-owned enterprises (SOEs) and non-NSOEs. Supporting the view that SOE managers have less incentive to sustain high stock prices, we find evidence that highly-valued SOEs have significantly lower levels of abnormal accruals than highly-valued NSOEs during the period of high valuation. Our findings contribute to the literature on the cross-sectional variation in the relation between managers’ pressure to sustain high stock prices and their accounting choices in firms with different ownership structures.     

The sharpest tool in the shed: IPO financial statement management of STEM vs. non-STEM firms

The valuation of STEM (science, technology, engineering, and math) firms has recently gained attention in the literature. Research has shown that, for valuation of STEM firms, accounting items such as sales growth and R&D expenditures matter more than bottom-line earnings. We examine whether, around the time of the IPO, STEM managers apply discretion over the accounting items most weighted by investors for their valuation. We find that investors tend to weigh sales growth and R&D more heavily than earnings in valuing STEM firms and that managers respond by managing those items rather than bottom-line earnings as in prior research. We find that future stock returns of STEM firms are negatively associated with sales management and not with abnormal accruals as for non-STEM firms. Our results illuminate the differential behavior of STEM managers and highlight the importance of a departure from the traditional IPO earnings management paradigm, which assumes that firms mainly manage their earnings.     

Environmental uncertainty and the market pricing of earnings smoothness

Environmental uncertainty induces variability in an organization's reported earnings, and accentuates the information asymmetry between its managers and outside stakeholders. Managers operating in an environment of high uncertainty, therefore, have an incentive to reduce such variability by smoothing income numbers. We investigate the stock market response to earnings smoothness for firms operating in an environment of high uncertainty. We measure income smoothing by the negative correlation of a firm's change in discretionary accruals with its change in pre-managed earnings as per Tucker and Zarowin (2006). Using future earnings response coefficient (FERC) methodology to measure the informativeness of smoothed earnings, and two measures of environmental uncertainty, this paper documents that current stock price incorporates more information about future earnings for firms operating in high uncertain environments, thus supporting the informational value view of income smoothing.     

Overvaluation and earnings management

Consistent with Jensen’s [Jensen, M., 2005. Agency costs of overvalued equity. Financial Management 34, 5–19] agency-costs-of-overvalued-equity prediction, we find that overvaluation is statistically and economically related to subsequent income-increasing earnings management. This relation is robust to a series of tests that address potential endogeneity concerns, including omitted variable bias and reverse causality. The agency costs of overvalued equity are substantial. Overvaluation-induced income-increasing earnings management is negatively related to future abnormal stock returns and operating performance, and this negative relation becomes more pronounced as prior overvaluation intensifies. Among the most overvalued firms, those with high discretionary accruals underperform those with low discretionary accruals during the following year by 11.88% as measured by the three-factor alphas, and by 12.87% points as measured by industry-adjusted unmanaged EBITDA-to-assets ratio.     

Unexpected Accruals and Conditional Accounting Conservatism

Abstract:  This paper examines the impact of management discretion over accruals on conditional accounting conservatism, defined as the tendency of accountants to recognize bad news on a timelier basis than good news. Prior research suggests that conditional accounting conservatism reflected in earnings is mainly due to the accrual component of earnings, not the cash flow component of earnings. After decomposing total accruals into expected and unexpected accruals, I find that (1) conditional accounting conservatism reflected in accruals is mainly due to unexpected accruals; (2) the negative association between unconditional and conditional accounting conservatism is mainly attributable to unexpected accruals; and (3) firms with higher leverage exhibit conditionally more conservative accounting primarily through unexpected accruals. These results are robust to accrual models that take into account the systematic association between accruals and cash flows and their non-linearity and to the asymmetric persistence of earnings changes specification of conditional accounting conservatism. Taken together, these results suggest that managers exercise their discretion over accruals to expedite the recognition of bad news rather than good news.     

Does the monitoring role of buyout houses improve discretionary accruals quality?

Using a sample of reverse leveraged buyout (‘reverse‐LBO’) firms, I find that discretionary accruals quality (AQ), the quality of accruals that are subject to management discretion, significantly improves from pre‐LBO to post‐reverse LBO. Moreover, buyout houses’ board seats and the length of firms’ stay‐in‐private periods are significant explanatory variables for the cross‐sectional variation in discretionary AQ for post‐reverse‐LBO firms. My findings suggest that the monitoring provided by private equity buyout houses improves discretionary AQ, consistent with the view of Jensen (1989a,b) that LBOs are a solution to inefficiencies that arise from agency problems.     

High accruals momentum

We examine the information content of high accruals momentum defined as a string of high discretionary accruals for four consecutive years. We find that firms that consistently report high levels of discretionary accruals experience low subsequent returns. The results are robust after we control for annual levels of discretionary accruals for the estimation period of high accruals momentum. Furthermore, the predictive power of the high accruals momentum for future returns is strongly persistent even after the existing accruals anomaly disappears. Our results also show that the high accruals momentum impact is more pronounced for low growth firms, suggesting that the overpricing of stocks with high accruals momentum is driven by managerial discretion to manage earnings.     

EXTRAORDINARY ITEMS AND INCOME SMOOTHING: A POSITIVE ACCOUNTING APPROACH

This is an empirical study of single-period income smoothing which uses an incentives-based model to explain classificatory choices. An index is constructed to measure the smoothing effect of these choices. Weighted least squares regression results indicate that classificatory choices consistent with smoothing are more likely to be observed in firms with high earnings variability, high dividend payout, substantial managerial holdings of share options and diffuse share ownership. The existence of material scope for smoothing strengthens these findings. The model as a whole is statistically significant and, although the proportion of variability in smoothing explained is modest, it compares very favourably with other accounting choice studies. The relationship between smoothing and alternative earnings management strategies, including big bath accounting, is explored.     

Executive Turnover,Gender, And Earnings Management: An Exploratory Analysis

This paper examines the relationship between the Chief Financial Officer (CFO) turnover and earnings management. Based on cross‐sectional panel regressions on a three‐year sample of the Standard & Poor's (S&P) 1500 firms, the following findings are reported: (1) CFO turnover is accompanied by income‐decreasing earnings management; (2) discretionary accruals tend to become more negative when a male CFO is replaced by a female; (3) earnings management increases income if the outgoing CFO is a female and the incoming is a male and in the case of male–male CFO changes. Overall, these results indicate that the firms who hire a female CFO after a male tend to shift toward more conservative financial reporting practices.     

Initial credit ratings and earnings management

Credit rating agencies assert that they rely on financial information provided by issuers and that they value rating stability as well as accuracy. In an environment where rating agencies depend on issuer-reported information and are reluctant to adjust ratings promptly, managers of issuing firms can utilize the discretion afforded by GAAP to obtain the most favorable credit ratings. Consistent with our expectations, we find that current accruals are unusually positive and high around initial credit ratings. The increase in abnormally high accruals leading up to the initial credit rating year is followed by a reversal in the subsequent years. Multivariate regression analyses suggest that accounting accruals, abnormal current accruals in particular, are significantly positively related to initial credit ratings after controlling for several issue- and issuer-related characteristics indicative of default risk. Our results are robust to additional tests that account for endogeneity between credit ratings and earnings management, adjust for performance, and account for firms issuing debt and equity simultaneously.     

Impact of IFRS in New Zealand on Accounts and Earnings Quality

The impact of the adoption of International Financial Reporting Standards (IFRS) on the accounts and the quality of earnings of New Zealand firms is examined. Our analysis of IFRS adjustments for the last period under pre‐IFRS NZ Generally Accepted Accounting Principles (GAAP) reveals that total assets, total liabilities and net profit were significantly higher under IFRS than under pre‐IFRS GAAP. Profit and equity under IFRS were increased by adjustments for goodwill and other intangibles and investment property, and decreased by adjustments for employee benefits and share‐based payments. Using data for 2002–2009, we find that absolute discretionary accruals were significantly higher under IFRS than under pre‐IFRS NZ GAAP, suggesting lower earnings quality under IFRS than under pre‐IFRS NZ GAAP. However, we find no significant differences in signed discretionary accruals and the ability of earnings to predict one‐year‐ahead cash flows between pre‐IFRS NZ GAAP and IFRS. These results are consistent across alternative measures of accruals quality, sample selection and whether firms elected to adopt IFRS in 2005 rather than comply with them in 2007.     

The Influence of Improvements in Accounting Standards on Earnings Management: The Case of IFRS

This article examines the effect of improvements in the quality of International Financial Reporting Standards (IFRS) on the level of earnings management. In order to achieve this aim, we study the accounting quality of German listed companies through discretionary accruals yielded from 1998 to 2006. We assess the effectiveness of efforts by the International Accounting Standards Board to improve IFRS by using two indices that consider the revision process of the standards, and their mandatory application. Our results indicate that the improvement of accounting standards quality significantly reduces the level of reported negative discretionary accruals of the German listed firms during the period of analysis, once incentive variables are controlled. Further, companies gradually assume the quality of the new standards from the moment they can be voluntarily applied.