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.     

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.     

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.     

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.     

Aggregation Bias in Estimates of Conditional Conservatism: Theory and Evidence

This paper documents a study about the influence of the aggregation effect on the estimates of models based on the original Basu model – specifically the Ball, Kothari and Nikolaev model (Ball et al., 2013b). We provide an analytical study of the effect, showing that it can produce two biases: an omitted‐variable bias and a truncated‐sample bias. Using separate proxies for good and bad news for each company and year, we estimate the empirical sign and magnitude of those biases. Our results show that the estimates of conditional conservatism based on regressions of (unexpected) earnings on (unexpected) returns, as in the paper by Ball et al., are contaminated by substantial aggregation bias. More specifically, the aggregation effect causes these models to underestimate good‐news timeliness and overestimate bad‐news timeliness, thereby overestimating differential timeliness. Moreover, when we use proxies that provide better control for the aggregation effect, the differential timeliness coefficient tends to 0, showing that the influence of conditional conservatism on the returns–earnings relationship is, at best, marginal.     

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.

A Wealth-Based Explanation for Earnings Conservatism

This study extends research on earnings conservatism – the degree to which the accounting system recognizes bad news regarding future cash flows in a more timely manner than good news – by arguing that heterogeneous executives' risk attitudes will influence the degree of conservatism. Prior research has demonstrated that differences in earnings conservatism are mainly the result of differences in institutional factors (Basu (1997) and Ball et al. (2000a)). We hypothesize that more risk-averse managers, who demand a risk premium that offsets the effects of the variance in their compensation, will report more conservative earnings. Earnings conservatism will temper expectations among stakeholders about the future cash flows to be distributed thereby diminishing the likelihood of disappointing outcomes and potential litigation or threats for executives of being fired. The more risk-averse manager would be more inclined to reduce such conflicts, since they will have a destabilizing effect on his future compensation. The empirical results for a sample of Dutch companies over the period of 1983 to 1995 confirm our hypothesis: more risk-averse managers report earnings more conservatively than do less risk-averse managers.     

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.     

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.     

Accounting conservatism and the profitability of corporate insiders

We predict that accounting conservatism influences insiders' opportunities to speculate on good and bad news, and thus, insider trading profitability. We find that greater conditional (unconditional) conservatism is associated with lower (higher) insiders' profitability from sales. We find limited evidence that conservatism influences profitability from purchases. These findings are consistent with our hypotheses on the different informational roles of conditional and unconditional conservatism, and on the asymmetric influence of conservatism over the opportunities to speculate on good versus bad news. Our research design takes into consideration the endogenous nature of insiders' trading and conservatism. The results are robust to different measures of conservatism and a number of additional analyses.     

Ownership, Investor Protection and Earnings Expectations

Abstract:  This study examines the interactive influence of corporate ownership, corporate governance and investor protection on the incorporation of current value shocks in the accounting earnings of European companies. This influence is investigated not only by means of the association between current news and current earnings but also with respect to the association of the same news with expected future earnings, and its persistence. Consistent with the contractual explanation of accounting conservatism, it is shown that the accounting behaviour examined is a function of the demand created by shareholders, and that the institutional arrangements in force are of lesser significance in the presence of widely held ownership. On the other hand, greater separation between supervision and management and stronger investor protection are seen to be influential under close ownership, as these are shown to curb aggressive accounting in the form of a persistently lower recognition of bad news in earnings. Evidence is also provided that stricter corporate governance practices in Europe can substitute for weaknesses in investor protection provisions in law.     

Accruals quality and the incentive contracting role of earnings

This paper investigates the association between accruals quality and the usefulness of accounting earnings in incentive contracting. Accruals quality, which measures the precision with which accruals predict future cash flows, has two potential opposing effects on the noise in earnings as a measure of managerial performance. Specifically, higher quality accruals should decrease the deviations of earnings from future cash flows and increase the sensitivity of earnings to cash flows that are not attributable to managerial actions. My evidence indicates that better accruals quality is associated with a higher weight on earnings in compensation contracts, which suggests that accruals quality overall reduces the noise in earnings. I also find that the positive association between accruals quality and the weight on earnings is mainly driven by innate accruals quality rather than discretionary accruals quality. Therefore, accrual errors resulting from the volatility of the operating environment are a primary source of noise in earnings considered by compensation committees.     

Conditional accounting conservatism and future negative surprises: An empirical investigation

We investigate whether conditional accounting conservatism has informational benefits to shareholders. We find some evidence that higher current conditional conservatism is associated with lower probability of future bad news, proxied by missing analyst forecasts, earnings decreases, and dividend decreases. Second, we find weak evidence that the stock market reacts stronger (weaker) to good (bad) earnings news of more conditionally conservative firms. Thus, we provide additional evidence that conditional conservatism affects stock prices.     

Does incorporating non-linearity into discretionary accrual models improve their performance?

Using a large sample of firms that restated earnings, this study investigates whether incorporating non-linearity (conditional conservatism) into discretionary accrual models improves their performance in detecting earnings management. The findings of this study are important because discretionary accrual models play a prominent role in several streams of accounting research and the models' ability to isolate the discretionary (managed) component from the non-discretionary (unmanaged) component of total accruals is critical. If the conventional linear discretionary accrual models are mis-specified, it is likely to result in misleading inferences about earnings management behavior. The findings indicate that the non-linear specification improves the performance of most linear models. The findings also indicate that a more sophisticated linear model that incorporates a performance measure and a future growth measure outperforms other simple models.     

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.     

Asset specificity and conditional accounting conservatism

Asset specificity, the redeployability of an asset to alternative uses, is a key determinant of an asset's resale value. Asset specificity has a direct impact on a firm's ongoing fair value determination, bankruptcy risk, liquidation value, and abandonment option. We document a significant negative association between asset specificity and conditional conservatism. Further tests reveal that this inverse relation manifests as bad news being less quickly incorporated in earnings as asset specificity increases. We find no difference in the extent to which good news is delayed in earnings for firms conditional on asset specificity. In addition, the documented association is stronger when asset specificity arises from lower within‐industry acquisition activity. The association is also more pronounced for firms that are in less competitive industries, have institutional investors, have limited access to the public debt market, and/or have more unsecured debt. Our findings are noteworthy for regulators and researchers given the recent interest in the determinants of conservatism.     

Accounting Quality in Private Firms During the Transition Towards International Standards

We study the historical development of Slovenian Accounting Standards (SAS) and their association with accounting quality (AQ). We focus on private firms where the financial reporting process is characterised by low demand for high-quality reporting. We investigate three distinct editions of SAS since 1994 and test how their development towards international standards is related to AQ. Aggregate earnings management measures indicate that the use of accounting discretion decreases with less earnings smoothing over time. The main features of AQ have been consistent throughout historical development. Asymmetric timeliness of earnings, the ability of earnings to predict future cash flows, and the ability of accruals to mitigate mismatching are all present throughout. We also document typical departures from properties of high AQ. For example, accruals do not (always) facilitate timely recognition of losses. However, these can be attributed to the overwhelming influence of reporting incentives (e.g. taxation, debt, size) rather than to the (lower) quality of accounting standards.     

The Determinants of Managerial Accounting Policy Choice: Further Evidence for the UK

This paper combines an accruals-based measure of accounting discretion with a multivariate modelling framework as a means of generating more appropriately specified tests of the determinants of managerial accounting policy choice. Findings suggest that smoothing considerations account for the majority of cross-sectional variation in the degree of accounting discretion. Evidence is also presented that managers employ accounting choices to (i) signal expected future cash flow performance and (ii) reduce the probability of debt covenant violation, as captured by the leverage ratio. However, the strength of the relation between leverage and accounting policy choice is shown to vary across the sample period, possibly reflecting changes in the probability of debt contract violation for the average sample firm over time. Limited evidence is also presented which suggests that the magnitude of the association between discretionary accruals activity and leverage, ownership, and smoothing may be conditional on prior-period accrual activity.     

Why Do Managers Voluntarily Issue Cash Flow Forecasts?

We study a relatively recent change in voluntary disclosure practices by management, namely, the issuance of cash flow forecasts. We predict and find that management issues cash flow forecasts to signal good news in cash flow, to meet investor demand for cash flow information, and to precommit to a certain composition of earnings in terms of cash flow versus accruals, thus reducing the degree of freedom in earnings management. Our results also suggest that management discloses good news in cash flow to mitigate the negative impact of bad news in earnings, to lend credibility to good news in earnings, and to signal economic viability when the firm is young. Our finding that management cash flow forecasts primarily convey good news is in contrast to the generally negative nature of management earnings guidance and suggests that different incentives drive firms' disclosure of different financial information.     

Conditional conservatism and the limits to earnings management

We examine the impact of conditional conservatism on earnings management. Our findings support the view that conditional conservatism reduces accruals-based earnings management but also triggers a trade-off between accruals and real earnings management. In our main tests we use the passage of SFAS 121 as a plausibly exogenous regulatory change that increased the level of conditional conservatism but did not materially affect earnings management. We find that, after the regulation, treated firms reduce accruals-based earnings management and increase real earnings management, and are less likely to be marginal or habitual beaters of earnings benchmarks. Given the crucial role of earnings for firm valuation and analysis, and that conditionally conservative accounting choices are observable, our results should be of wide interest for investment professionals.