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.     

The Role of Accruals in Asymmetrically Timely Gain and Loss Recognition

We investigate the role of accrual accounting in the asymmetrically timely recognition (incorporation in reported earnings) of gains and losses. Timely recognition requires accruals when it precedes complete realization of the gains and losses in cash. We show that nonlinear accruals models incorporating the asymmetry in gain and loss recognition (timelier loss recognition, or conditional conservatism) offer a substantial specification improvement, explaining substantially more variation in accruals than equivalent linear specifications. Conversely, conventional linear accruals models, by omitting the loss recognition asymmetry, exhibit substantial attenuation bias and offer a comparatively poor specification of the accounting accrual process. Linear specifications also understate the ability of current earnings to predict future cash flows. These findings have implications for our understanding of accrual accounting and conservatism, as well as for researchers estimating discretionary accruals, earnings management, and earnings quality.     

The quality and conservatism of the accounting earnings of local governments

Our aim is to provide insight into the usefulness of accounting earnings for measuring the economic performance of local governments across Australia. Specifically, we explore whether (i) accrual accounting provides useful information, and (ii) earnings of local governments are conservative. We find that accrual accounting by local governments provides useful information as measured by the ability to predict one-year-ahead operating cash-flows. We find no conservatism in the financial reports of the average local government. This, we posit, is due to a lower level of demand for high-quality accrual-based financial reports from these entities. Consistent with this argument, both the quality of accruals and the degree of conservatism increase for local governments for which we predict a demand for higher-quality financial reporting.     

The pricing of conservative accounting and the measurement of conservatism at the firm-year level

This paper analyzes the relation between equity prices and conditional conservatism and introduces a new measure of conservatism at the firm-year level. We show that the asymmetric properties of conservative accounting, the existence of non-accounting sources of information, and the properties of GAAP related to special items combine to generate a nonlinear relation between unexpected equity returns and earnings news (the shock to expected current and future earnings). Based on this model, we construct a conservatism ratio (CR) defined as the ratio of the current earnings shock to earnings news. CR measures the proportion of the total shock to expected current and future earnings recognized in current year earnings. Ranking firms according to CR, we show empirically that higher CR firms have more leverage, increased volatility of returns, more incidence of losses, more negative accruals, and increased volatility of earnings and accruals, consistent with the literature on conservative accounting.     

The usefulness of accrual-based surpluses in the Canadian public sector

This paper investigates the usefulness of accrual-based surpluses for predicting future cash flows and surpluses in the context of the Canadian public sector. We provide evidence that surpluses incrementally enhance the ability of operating cash flows to predict future cash flows and surpluses. Analysis of our accrual quality model illustrates that accrual accounting is useful in the public sector for mitigating the noise in operating cash flows. We also find that decomposing surpluses into operating cash flows and accruals enhances the ability of surpluses to forecast future cash flows and surpluses, indicating that aggregate and disaggregated surpluses are positively related to both relevance and reliability. Our test results do not indicate the presence of conservatism in the Canadian public sector, and confirm that the usefulness of surpluses in making predictions is independent of selected control factors.     

Accruals and price crashes

I investigate the relation between accruals and firm-level price crashes, representing extreme price decreases in weekly returns. I find that high accruals predict a higher price crash probability than low accruals. This finding can be explained by managers’ use of income-increasing accrual estimates to hoard bad news. Once accumulated bad news crosses a tipping point, it is released all at once and results in a price crash. Consistent with this explanation, I find the observed relation to be the strongest for operating assets (the least reliable accrual components). Cross-sectional analyses further support the bad news hoarding explanation.     

Analyst Earnings Forecast Revisions and the Pricing of Accruals

We investigate the relation between two market anomalies to provide insights into analysts role as information intermediaries. Prior research finds that accruals and analyst earnings forecast revisions predict future returns. We find that the accrual and forecast revision strategies generate hedge returns of 15.5% and 5.5% when implemented independently. Strikingly, a combined strategy that uses forecast revisions to refine the accrual strategy generates a hedge return of 28.5%. Firms with consistent accrual and forecast revision signals have less persistent accruals and earnings. We also find that accruals can be used to refine the forecast revision strategy—high accruals are associated with overoptimism in analyst forecasts. Our findings indicate that although forecast revisions reflect information about accrual and earnings persistence beyond that reflected in the level of current year accruals, investors do not fully incorporate this information into their valuation assessments.     

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.     

Accounting conservatism and corporate governance

We predict that firms with stronger corporate governance will exhibit a higher degree of accounting conservatism. Governance level is assessed using a composite measure that incorporates several internal and external characteristics. Consistent with our prediction, strong governance firms show significantly higher levels of conditional accounting conservatism. Our tests take into account the endogenous nature of corporate governance, and the results are robust to the use of several measures of conservatism (market-based and nonmarket-based). Our evidence is consistent with the direction of causality flowing from governance to conservatism, and not vice versa, indicating that governance and conservatism are not substitutes. Finally, we study the impact of earnings discretion on the sensitivity of earnings to bad news across governance structures. We find that, on average, strong-governance firms appear to use discretionary accruals to inform investors about bad news in a timelier manner.

The Effect of Earnings Management on the Asymmetric Timeliness of Earnings

Abstract:   Is earnings management affecting (driving) the measures of earnings conservatism? Ball et al. (2000) point out that the asymmetry in the recognition of good and bad news in earnings (faster recognition of bad news: earnings conservatism) is more pronounced in common‐law than in code‐law based accounting regimes. However, comparative studies on earnings conservatism in Europe have failed to identify significant differences between common‐law and code‐law based countries. We argue that in code‐law based countries managers have incentives to reduce earnings consistently. This enhances the association between earnings and returns in bad news periods. We find that after controlling for discretionary accruals, the differential earnings response to bad news in Germany and France decreases significantly.     

Financial Distress and the Earnings‐Sensitivity‐Difference Measure of Conservatism

Following Basu (1997 ), the difference between the sensitivity of accounting earnings to negative equity return (proxy for bad news) and its sensitivity to positive equity return (proxy for good news) is interpreted as an indicator of conditional accounting conservatism. However, there is concern that the earnings‐sensitivity difference (ESD) may be affected by factors other than conditional conservatism, and that this may impair its reliability as an indicator of conditional conservatism. Motivated by such concerns and by recognition that financial distress could contribute to an ESD through a conditional‐conservatism route and/or through a non‐conditional‐conservatism route, we examine the association between financial distress and the ESD for U.S. non‐financial firms. By decomposing the association into an element arising from accruals, which can reflect conditional conservatism, and an element arising from cash flow from operating activities (CFO), which cannot directly reflect conditional conservatism, we seek evidence as to whether such association arises through a conditional‐conservatism route or through a non‐conditional‐conservatism route. We find that positive association between financial distress and the ESD arises predominantly through the accruals component of earnings rather than the CFO component, consistent with it arising primarily because of a higher degree of conditional conservatism in relatively financially distressed firms. The inference that there is a positive association between financial distress and conditional conservatism is supported by other non‐equity‐return‐based measures of conditional conservatism. The evidence in this paper suggests that the effect of financial distress does not significantly impair the reliability of the ESD as an indicator of conditional conservatism.     

An Analysis of the Theories and Explanations Offered for the Mispricing of Accruals and Accrual Components

Numerous accounting studies claim that investors fail to rationally price accrual‐related information and that investors are functionally fixated. This study documents the importance of performing robustness tests when testing economic or behavioral explanations for apparent accounting‐related security mispricing. We find that performing robustness tests that exclude a small number of firm‐year observations (approximately 200 firm‐year observations or about 1% of the entire sample) reveals an inverted U‐shaped relation between buy‐and‐hold abnormal returns and total accruals. An inverted U‐shaped relation is inconsistent with the functional fixation (earnings fixation) hypothesis. We conduct similar robustness tests for the abnormal accrual anomaly and the net operating assets anomaly proposed by other investigators, and also find an inverted U‐shaped relation between buy‐and‐hold abnormal returns and abnormal accruals and net operating assets. These findings are inconsistent with the explanations put forth by those investigators. Such evidence leads us to conclude that the accrual‐related anomalies are unlikely to be due to investors' inability to process accounting information, as suggested by the functional fixation hypotheses tested.     

Conditional conservatism and cost of capital

We empirically test the association between conditional conservatism and cost of equity capital. Conditional conservatism imposes stronger verification requirements for the recognition of economic gains than economic losses, resulting in earnings that reflect losses faster than gains. This asymmetric reporting of gains and losses is predicted to lower firm cost of equity capital by increasing bad news reporting precision, thereby reducing information uncertainty (Guay and Verrecchia 2007) and the volatility of future stock prices (Suijs 2008). Using standard asset-pricing tests, we find a significant negative relation between conditional conservatism and excess average stock returns over the period 1975–2003. This evidence is corroborated by further tests on the association between conditional conservatism and measures of implied cost of capital derived from analysts’ forecasts.     

Why Do Countries Mandate Accrual Accounting for Tax Purposes?

This study investigates why countries mandate accruals in the definition of corporate taxable income. Accruals alleviate timing and matching problems in cash flows, which smoothes taxable income and thus better aligns it with underlying economic performance. These accrual properties can be desirable in the tax setting as tax authorities seek more predictable corporate tax revenues. However, they can also make tax revenues procyclical by increasing the correlation between aggregate corporate tax revenues and aggregate economic activity. We argue that accruals shape the distribution of corporate tax revenues, which leads regulators to incorporate accruals into the definition of taxable income to balance the portfolio of government revenues and expenditures. Using a sample of 26 OECD countries, we find support for several theoretically motivated factors explaining the use of accruals in tax codes. We first provide evidence that corporate tax revenues are less volatile in high accrual countries, but high accrual countries collect relatively higher (lower) tax revenues when the corporate sector grows (contracts). Critically, we then show that accruals and smoother tax revenues are favored by countries with higher levels of government spending on public services and uncertain future expenditures, while countries with procyclical other tax collections favor cash rules and lower procyclicality of corporate tax revenues.     

Accruals, Cash Flows and the Post‐Earnings‐Announcement Drift

Abstract:   Several prior studies have shown that cash flows have significantly greater impact on stock prices than accruals. We examine the implications of these findings for the post‐earnings‐announcement‐drift anomaly. We argue that, if investors under‐react to earnings news, then the larger price impact of cash flows causes the cash flow component of earnings news to predict future returns better than the accruals component. Consistent with this argument, we show that unexpected cash flows are more positively related to future returns, than are unexpected accruals. Also, unexpected cash flows are found to predict future returns above and beyond that predicted by earnings surprises. Finally, we show that a strategy that decomposes earnings news into its components significantly outperforms strategies based on earnings news alone. The results support under‐reaction explanations for the drift.     

Accruals Quality, Information Risk and Cost of Capital: Evidence from Australia

Abstract:  Recent theoretical work argues that information risk is a non-diversifiable risk factor that is priced in the capital market. Using accruals quality to proxy for information risk, Francis et al. (2005) provide empirical support for this argument using a sample of US firms. This paper re-examines the interplay of accruals quality, information risk and cost of capital in Australia, where a number of important institutional and regulatory differences are hypothesized to affect the relation between accruals quality and cost of capital. The results suggest that, while accruals quality impacts on the cost of capital for Australian firms, some salient differences exist. In contrast to findings for US firms, the costs of debt and equity for Australian firms are largely influenced by accruals quality arising from economic fundamentals (i.e., innate accrual quality) but not discretionary reporting choices (i.e., discretionary accrual quality). This finding is consistent with our predictions based on the Australian institutional and regulatory environment. In addition, using both the asset pricing tests in Francis et al. (2005) and Core et al. (2008) , we provide evidence consistent with accruals quality being a priced risk factor.     

Accruals,Investment, and Future Performance

It is well documented that accounting measures of investment, such as working capital and capital expenditures, negatively predict future stock returns. The earnings fixation hypothesis suggests that investors overestimate and overvalue the persistence of the accrual component of earnings. Another stream of the literature argues that since accruals capture growth, the accruals anomaly can be explained by the investment anomaly, which finds that firms that grow their assets tend to have lower future returns. As empirical proxies for accruals and investment are either positively correlated or interchangeably used, it is difficult to distinguish between the competing hypotheses in empirical tests. This study contributes to the debate by identifying two special economic settings in which the two explanations offer diverging predictions. First, investment in research and development (R&D) represents an investment expenditure that reduces earnings but is not subject to accrual accounting. Thus, the earnings fixation hypothesis predicts a positive relation between increases in R&D investments and future returns, whereas the investment anomaly predicts a negative relation. Second, firms operating with negative working capital have working capital accruals that are negatively correlated with other forms of investment and growth. Therefore, while the earnings fixation hypothesis still predicts a negative relation between accruals and future returns in this setting, the investment explanation predicts a positive relation. For both sets of tests, the empirical evidence supports the earnings fixation hypothesis for the accruals anomaly and is inconsistent with the notion that the investment anomaly subsumes earnings fixation in explaining future stock returns.     

The Adjustment Process of Accruals: Empirical Evidence and Implication for Accrual Research

This study analyzes the intertemporal behavior of accruals and uses the results to offer some perspectives on models of accruals. Separate adjustment rates are estimated for total and managed accruals and further compared to assess the influence of managers on accrual adjustment. Analysis is further performed to test whether there is an industry-specific adjustment rate for either total or managed accruals. The results show that both the total and managed accruals follow a partial adjustment process rather than a pure-adjustment or random-walk process. Nonetheless, managed accruals exhibit longer adjustment length than total accruals in each industry sample. In addition, total and managed accruals appear to follow certain adjustment patterns that are industry-specific, consistent with the view that common industry practices and norms lead to benchmark adjustment rates to which industry firms conform. Based on the results showing that accruals exhibit lagged and industry-specific adjustments, an extension of the modified Jones model is proposed. The extended model incorporates lagged accruals and an industry accrual index in an attempt to exploit the lagged-adjustment and industry effects and, in that context, improve the temporal classification of accrual innovations. Simple tests show that the extended model achieves substantial improvements in specification over the modified Jones model.     

Do Accruals Drive Firm‐Level Stock Returns? A Variance Decomposition Analysis

This paper extends the variance decomposition framework of Campbell [1991], Campbell and Ammer [1993], and Vuolteenaho [2002] to address the relative value relevance of accrual news, cash flow news, and expected-return news in driving firm-level equity returns. The extension is based on the Feltham-Ohlson [1995, 1996] clean surplus relations. Using three models, this study shows that all three factors, accruals, cash flows, and expected future discount rates are value relevant. Moreover, accrual news is found to significantly dominate expected-return news in driving firm-level stock returns. Operating income news is also found to significantly dominate both expected-return news and free cash flow news in driving firm-level stock returns. Furthermore, after splitting net income into cash flow and accrual earnings components in the Vuolteenaho model, accrual earnings news and cash flow earnings news are found to equally drive firm-level stock returns and to dominate expected-return news. Further disaggregation of the data yields some evidence that accrual earnings news is a more important factor than cash flow earnings news in driving current stock returns. Overall, the three models indicate that changes in expected future accruals are a primary driver, if not the primary driver, of current stock returns.     

Explaining the accrual anomaly by market expectations of future returns and earnings

This study examines the accrual anomaly under the framework of the Campbell [Campbell, J.Y. (1991). A variance decomposition for stock returns. Economic Journal 101 (405), 157-179.] model. The Campbell (1991) model shows that realized asset returns are a joint function of 1) expected returns, 2) revisions in market expected future returns (i.e., return news), and 3) revisions in market expected future cash flows (i.e., cash flow news). The current study adopts the Easton [Easton, P. (2004). PE ratios, PEG ratios, and estimating the implied expected rate of return on equity capital. The Accounting Review 79 (1), 73-96.] model to estimate proxies for expected returns, return news, and cash flow news. The results show that firms with low accruals have lower expected returns than firms with high accruals, which is contradictory to prior research that argues that firms with low accruals are more risky. However, investors underestimate (overestimate) future earnings growth, a proxy for cash flow growth, for low (high) accrual firms. Further analysis demonstrates that earnings news (proxy for cash flow news) plays a major role in explaining abnormal returns associated with the accrual anomaly.