Financial distress risk and stock price crashes

This study uses 462,678 monthly observations of US-listed firms for the period 1990–2018 to document a strong positive relationship between short-term changes in financial distress risk and future stock price crashes. This result is economically significant as a one interquartile increase of the main explanatory variable in any month increases the probability of a stock price crash by 8.33% relative to its mean value. The findings withstand controls for a large array of variables, firm-fixed effect estimations, and alternative definitions of distress and crash risk measures; they are also robust to a range of tests conducted to buttress against endogeneity concerns. The study conducts analyses demonstrating that the positive distress-crash risk relationship is driven by managerial opportunism that seeks to camouflage bad news that has an adverse effect on firms' economic fundamentals. Accordingly, the findings corroborate an agency theory explanation for the impact of distress risk on stock price crashes. This study offers practical insights to investors, who should be vigilant of a firm's distress risk, as sudden short-term increases underscore withheld negative information pertinent to crash risk problems.     

Earnings management and stock price crashes post U.S. cross-delistings

We examine whether cross-delisted firms from the major U.S. stock exchanges experience an increase in crash risk associated with earnings management. Consistent with our prediction, we find that earnings management has a greater positive impact on stock price crash risk post cross-delisting when compared to a control group of firms that remain cross-listed. More importantly, we find that this effect is more pronounced for cross-delisted firms from countries with weaker investor protection, poorer quality of their information environment and less conservative accounting practices. Our findings are robust to the potential endogenous nature of the cross-delisting decision, alternative measures of stock price crash risk and information asymmetry. We interpret our results as evidence of a “reverse bonding effect” following cross-delistings from U.S. stock exchanges.     

Accruals quality and analyst coverage

We provide evidence that analyst coverage increases as accruals quality decreases. This finding is consistent with the services of financial analysts becoming more valuable and in greater demand as accruals provide weaker signals about future cash flows. Further, it is accruals quality associated with innate uncertainty in the firm’s operating environment that attracts analysts even after controlling for operating uncertainty associated with cash flow and stock return volatility. This suggests that low quality accruals provide an opportunity for analysts to benefit from generating private information. Consistent with analysts providing compensating information, we find that forecasts for firms with lower accruals quality contain more private information.     

Accruals and the Conditional Equity Premium

Accruals correlate closely with the determinants of the conditional equity premium at both the firm and the aggregate levels. The common component of firm‐level accruals, which cannot be diversified away by aggregation, explains the positive relation between aggregate accruals and future stock market returns. The residual component, which accounts for most variation in firm‐level accruals, is responsible for the negative cross‐sectional relation between firm‐level accruals and future stock returns. Consistent with the risk‐based explanation, aggregate accruals, as a proxy for the conditional equity premium, forecast changes in aggregate economic activity. Moreover, we document a similar comovement of earnings with the conditional equity premium at both the firm and the aggregate levels, which helps explain the negative relation between changes in aggregate earnings and contemporaneous market returns.     

Accruals quality and corporate cash holdings

This Work Uses Panel Data For Firms Listed In The Spanish Stock Exchange Over The Period From 1995 To 2001 To Analyse The Effect Of Accounting Quality On Cash Holdings. The Results Show That Firms With Good Accruals Quality Hold Lower Cash Levels Than Firms With Poor Accruals Quality. This Finding Suggests That The Quality Of Accounting Information May Reduce The Negative Effects Of Information Asymmetries And Adverse Selection Costs, Allowing Firms To Reduce Their Level Of Corporate Cash Holdings. The Results Also Show That Cash Holdings Decrease When Firms Increase Their Use Of Bank Debt And In The Presence Of Cash Substitutes. In Contrast With This, Firms With Higher Cash Flow Hold Higher Levels Of Cash.     

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.     

Highly Valued Equity and Discretionary Accruals

Abstract:  Overvalued equity provides a strong incentive for managers to report earnings that do not disappoint the market (  Jensen, 2005 ). We find that this can be extended to highly valued equity more generally. In the year following the classification as highly valued and compared to firms with less extreme valuations, highly valued firms have significantly higher discretionary accruals and exhibit a more pronounced positive association between discretionary accruals and proxies for the likelihood of failing to meet earnings targets. These findings are consistent with the use of discretionary accruals to manage earnings in support of extreme valuation. Because highly valued equity will likely result in CEOs with valuable stock and stock option portfolios, we test whether and show that the overvalued equity incentive is incremental to a CEO's equity portfolio incentive. One implication is that directors and audit committees should be especially on guard for possible earnings management when a firm has extremely high valuation multiples and when the CEO has a lot of equity at risk.     

Accruals: An overview

The paper provides a broad discussion of the topic "accruals". Though much of what is said is familiar from the literature on accruals, the paper tries to develop concepts and show how theses forge tight links across a variety of themes. The starting point of the analysis concerns the construct of an accrual.The case is made that it should rest solely on consecutive balance sheets and the splitting of assets/liabilities into(i) cash and approximate cash,assets/liabilities and(ii) all other kinds of assets/liabilities. Given this divide of assets/liabilities one can measure the components in the foundation equation: cash earnings + net accrual = comprehensive earnings. The paper then proceeds to discuss how the net accrual relates to growth in a firm's operating activities and the extent to which it can be informative or misleading.This topic in turn integrates with the issue of a firm's quality of earnings and the role of accounting conservatism. Among the remaining topics, the paper discusses how one conceptualizes diagnostics to assess whether or not a period's accrual is likely to be biased upwards or downwards. It gives rise to a consideration of how one constructs accruals that may be more informative than GAAP accruals and the role of value-relevance studies to assess the information content of accrual constructs. The paper ends with a list of suggestions how future research may be modified in light of the discussions in this paper.     

Accruals Quality and Debt Maturity Structure

In this paper we use panel data and GMM estimation to examine the effect of accounting quality on debt maturity structure in a bank‐based financial system and show that, even after controlling for unobservable heterogeneity, endogeneity, variables reflecting operating volatility and the cost of debt, firms with poor accounting quality face a shorter debt term than firms with higher accounting quality. This association between accounting quality and debt maturity is consistent with accounting quality as a means of reducing information asymmetry problems and improving the monitoring of managers.     

The Usefulness of Long-Term Accruals

Though empirical evidence strongly supports the role of short-term operating accruals in improving operating cash flows as a measure of performance, there is little support or consensus with respect to the effect of long-term accruals. We provide evidence that long-term accruals do reduce timing and matching problems in cash flows. In return-earnings regressions, long-term accruals are found to improve earnings as a measure of firm performance, although not to the same extent as short-term accruals. Further, our analysis highlights differences in economic and statistical properties between short-term and long-term accruals and demonstrates how these differences impede the ability of long-term accruals to improve earnings as a performance measure in a return-earnings context. The incremental explanatory power of long-term accruals is shown to be hampered by the lack of present-value considerations in the existing accounting model, timeliness problems, and measurement error in the indirect method of computing cash flows and accruals.     

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.     

Accruals Management to Avoid Losses

This study examines whether firms engage in accruals management to beat the zero earnings benchmark from the perspective of earnings per share (EPS). Based on net income scaled by lagged market value of equity (E/MV) to define just‐miss and just‐beat test bins, previous studies provide no or inconclusive evidence of accruals management to beat the zero earnings benchmark. I conjecture that because managers focus on shares scaled earnings performance rather than market value scaled earnings performance, forming test bins based on EPS instead of E/MV is a better approach to detect accruals management. As expected, I find evidence of accruals management to beat the zero EPS benchmark. I also find that firms are more likely to manipulate accruals when managers have stronger incentives to beat the zero EPS benchmark. In addition, accruals of firms just beating the zero EPS benchmark are more likely to reverse the next year, resulting in relatively lower future earnings for firms just beating the benchmark compared with firms just missing the benchmark.     

Investor Sophistication and the Mispricing of Accruals

This paper examines the role of institutional investors in the pricing of accruals. Using Bushee;s (1998) classification of institutional investors, we show that firms with a high level of institutional ownership and a minimum threshold level of active institutional traders have stock prices that more accurately reflect the persistence of accruals. This result holds after controlling for differences in the persistence of accruals between firms with high and low institutional ownership, and after controlling for other characteristics that are correlated with institutional ownership and future returns. Additionally, firms with low institutional ownership are smaller, less profitable, and have lower share turnover, suggesting that limits to arbitrage impede institutional investors from exploiting the seemingly large abnormal returns for these firms.     

The Association Between Dividends and Accruals Quality

This paper responds to a specific gap identified in the prior literature by examining whether dividend paying status and dividend size are associated with accruals quality, using three accruals‐based earnings quality proxies on a large sample of 2387 firm‐year observations over 17 years in a developing economy, South Africa. Univariate tests are also conducted to identify differences in characteristics between dividend and non‐dividend paying firms, and large and small dividend paying firms. The paper finds that dividend paying status is positively associated with accruals quality. This association remains robust over sub‐groups of firms that differ in size, growth, profitability, age, maturity, leverage, capital intensity and propensity to raise new capital. The prior literature is extended by using quintiles of dividend size to further investigate the association between dividend size and accruals quality. The findings include that larger dividend paying firms are associated with better accruals quality, and that this relationship is stronger among firms that pay average‐sized dividends. Additionally, there are significant differences in characteristics between dividend and non‐dividend paying firms and between large and small dividend paying firms. Based on these results, policymakers, regulators, legislators and boards may want to explore the use of dividend policy as a corporate governance mechanism.     

Accruals,Cash Flows,and Equity Values

We find, as predicted, that the differential ability of accrual and cash flow components of earnings to help forecast future abnormal earnings and the persistence of the components result in the components having different valuation implications. We base our tests on Ohlson (1999) applied to fourteen industries. We find: (1) Accruals and cash flows aid in forecasting future abnormal earnings incremental to abnormal earnings and equity book value. (2) Accruals and cash flows provide explanatory power for equity market value incremental to equity book value and abnormal earnings. (3) There is evidence that accruals and cash flows valuation coefficients are consistent with the Ohlson model.     

XBRL and Accruals: Empirical Evidence from China

We examine whether XBRL adoption by publicly traded firms on the Shanghai Stock Exchange and Shenzhen Stock Exchange is related to the level of total accruals that firms report in the pre‐XBRL versus post‐XBRL periods. Our results indicate that the level of total accruals in the post‐XBRL period is lower relative to the pre‐XBRL period. This finding is robust to several controls for macroeconomic conditions and firm fundamentals. Moreover, we find this main effect is most prominent for firms that are most likely to benefit from greater transparency: high‐growth firms, small firms, and firms in high‐technology industries. One interpretation of our results is that XBRL implementation decreases investor’s information acquisition costs and thereby improves their ability to detect earnings management; managers in turn reduce accruals.     

Elections and Discretionary Accruals: Evidence from 2004

We examine the accrual choices of outsourcing firms with links to U.S. congressional candidates during the 2004 elections, when corporate outsourcing was a major campaign issue. We find that politically connected firms with more extensive outsourcing activities have more income‐decreasing discretionary accruals. Further, relative to adjacent periods, the evidence is concentrated in the two calendar quarters immediately preceding the 2004 election, consistent with heightened incentives for firms to manage earnings during the election season. The incentives can be attributed to donor firms' concerns about the potentially negative consequences of scrutiny over outsourcing for themselves and for their affiliated candidates.     

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.     

Managers: Their Effects on Accruals and Firm Policies

This paper investigates whether top executives have significant individual‐specific effects on accruals that cannot be explained by firm characteristics. Exploiting individual executive and firm data from a period of 37 years, we find that individual executives play a significant role in determining firms’ accruals. We examine whether executives’ effects on accruals are related to their personal styles on firm policies, investment, financing and operating decisions. Our results show that individual executives’ effects on accruals are more correlated with their operating decisions than investment and financing decisions. We next investigate whether managers themselves also have a personal style for directly affecting accruals. We compare effects exerted by CEOs to CFOs. We find CEOs are more likely to affect accruals through firm policy decisions and CFOs are more likely to affect accruals through accounting decisions. CFOs tend to report more ‘solid’ earnings than CEOs, i.e., CFOs are more likely to push accruals to zero.     

Accruals,cash flows,and aggregate stock returns

This paper examines whether the firm-level accrual and cash flow effects extend to the aggregate stock market. In sharp contrast to previous firm-level findings, aggregate accruals is a strong positive time series predictor of aggregate stock returns, and cash flows is a negative predictor. In addition, innovations in accruals are negatively contemporaneously correlated with aggregate returns, and innovations in cash flows are positively correlated with returns. These findings suggest that innovations in accruals and cash flows contain information about changes in discount rates, or that firms manage earnings in response to marketwide undervaluation.