Do Analysts Disclose Cash Flow Forecasts with Earnings Estimates when Earnings Quality is Low?

Cash flows are incrementally useful to earnings in security valuation mainly when earnings quality is low. This suggests that when earnings quality decreases, analysts will be more likely to supplement their earnings forecasts with cash flow estimates. Contrary to this prediction, we find that analysts do not disclose cash flow forecasts when the quality of earnings is low. This is because cash flow forecast accuracy depends on the accuracy of the accrual estimates and the precision of accrual forecasts decreases for firms with low quality earnings. Consequently, as earnings quality decreases, cash flow forecasts become increasingly inaccurate compared to earnings estimates. Cash flow estimates that lack reliability are not useful to investors and, consequently, unlikely to be reported by analysts. This result provides an explanation for why analysts are less likely to report cash flow estimates when earnings quality is low.     

Evidence that Analyst Following and Institutional Ownership Accelerate the Pricing of Future Earnings

This paper presents evidence that prices of firms followed by sell-side analysts and favored by institutional investors incorporate future earnings earlier than prices of other firms. We conduct two sets of empirical tests: the first examines coefficients from regressions of returns on lead, contemporaneous, and lag earnings changes; the second compares the timing of monthly abnormal returns from earnings-based zero-investment portfolios. In both sets of tests, the results for analysts and institutions are incremental to each other. In addition, neither the analyst price lead nor the institutional price lead is due to price leads increasing with firm size.     

Analyst forecast,accounting conservatism and the related valuation implications

This study investigates whether financial analysts incorporate accounting conservatism into their earnings forecasts and whether it is more difficult for them to forecast earnings for less conservative firms, and then examines the impact of the findings on the return predictability of the value‐to‐price (V/P) ratio. After controlling for the other factors affecting forecast accuracy, such as earnings predictability and information uncertainty, I find that analysts incorporate accounting conservatism into their earnings forecasts and that forecasting earnings is more difficult for less conservative firms. Consequently, the return predictability of the V/P ratio is stronger for more conservative firms, and previously reported return predictability of the V/P ratio is an average across firms with differing levels of conservatism.     

On the Use of Intra-Industry Information to Improve Earnings Forecasts

We investigate whether earnings forecasts are improved by earlier earnings disclosures by firms in the same industry. We find improvements for time series forecasts, but not for analysts' forecasts. Considering prior earnings announcements reduces correlations between forecast errors and security price reactions to earnings announcements, even when incorporating these announcements improves forecast accuracy. Our explanation for this anomaly, which is supported by additional analysis, is that intra-industry information facilitates predicting transitory, rather than permanent, earnings components. The question of whether information transfers improve earnings forecasts provides the context for the analysis, but the primary contribution is the documentation of intra-industry information transfers in a setting other than capital markets.     

Tests of Market Reaction and Analysts' Forecast Revisions to the Disclosure of Improved Management Earnings Expectations: A Case of Concurrent Bad News Management Earnings Forecasts

This paper tests whether a negative stock market reaction, associated with a management forecast of near term bad earnings, is lessened by a concurrent management forecast of improved longer term earnings expectations. Stock market reactions depend on the creditability of management forecasts of improved earnings expectations. In this analysis, the authors examined market reactions around the time of management forecasts of bad earnings, with and without longer-term management forecasts of improved earnings expectations. The results show that the stock market reaction is significantly less negative when management forecasts of bad earnings are followed by management forecasts of improved long run earnings expectations than when management forecasts of bad earnings are not accompanied by management forecasts of improved earnings expectations. In addition, this paper examines financial analysts' reactions to management bad earnings forecasts and management forecasts of improved earnings expectations. The findings show that analysts react less negatively to management forecasts of improved earnings expectations than to management forecasts of bad earnings. An analysis of a sub-sample of observations shows that analysts consider management forecasts of improved earnings expectations to imply improved expected future performance, thus conveying that analysts give credence to management forecasts of improved earnings expectations. However, results show that the stock market and analysts are unable to distinguish management forecasts of improved earnings expectations that come true from management forecasts of improved earning expectations that do not come true.     

The effect of management earnings forecast characteristics on cost of equity capital

This study uses a framework presented in Hirst, Koonce, and Venkataraman (2008) to assess how differences in management earnings forecast characteristics influence a firm's cost of equity capital. I find that less specific forecasts, pessimistic forecasts, and forecasts that predict a loss for the period are associated with higher cost of equity capital levels and more timely forecasts and forecasts with more information content are associated with lower cost of equity capital levels. Analysis interacting control variables and forecast antecedents with forecast characteristics indicates that the effects forecast characteristics have on cost of equity capital are either enhanced or moderated depending on firm beta, firm size, firm book-to-market ratios, analyst following, prior forecast bias, and earnings quality. The results highlight the importance of interacting key variables when interpreting the market effect of management earnings forecasts.     

上市公司业绩预告偏差对股价崩盘风险的影响—基于内部控制的视角

利用我国A股2012-2018年上市公司数据,探讨上市公司业绩预告偏差与偏离方向如何影响股价崩盘风险,以及内部控制质量对两者的调节作用。研究发现:公司业绩预告偏差与股价崩盘风险显著正相关;与悲观偏差相比,业绩预告乐观偏差才会加剧股价崩盘风险,高质量的内部控制能够缓解业绩预告乐观偏差加剧的股价崩盘风险。进一步研究发现,当上市公司业绩预告需要强制披露、披露越及时及披露坏消息时,内部控制质量的调节作用更加显著。由此证明,高质量内部控制在缓解因业绩预告乐观偏差加剧的股价崩盘风险中发挥重要作用。     

The Impact of SFAS No. 14 Segment Information on Price Variability and Earnings Forecast Accuracy

This study provides empirical evidence on the economic effects of Statement of Financial Accounting Standards (SFAS) No. 14 segment disclosures. Required disclosures under this standard subsume those of the Securities and Exchange Commission' (SEC) 1970 line-of-business disclosure rule both in terms of the variables to be disclosed and the degree of decomposition of the consolidated information. Consequently, this study hypothesizes that stock price variability will be greater at the time of, and security analysts' earnings forecasts more accurate following, release of these disclosures. The results of the empirical analysis support these hypotheses. They indicate that SFAS No. 14 segment disclosures convey incremental information over previously reported SEC line-of-business information that is relevant to stockholders and to security analysts.     

The Variability of Earnings and Non-Earnings Information and Earnings Prediction

This paper examines the performance of a 'composite' model of earnings prediction that integrates current earnings and current price as predictors of next year's earnings. The results show that current earnings (current price) play a key role in predicting future earnings when the ratio of earnings variance to price variance is low (high). The composite model is superior to univariate time-series models in out-of-sample predictive accuracy for the overall sample, and is substantially so for the group of firms with a high ratio of earnings variance to price variance.     

The effects of analyst forecasts and earnings trends on perceptions of management forecast credibility

We examine whether analyst forecasts influence investors’ perceptions of the credibility of a good news management earnings forecast. We hypothesize that the effect of analyst forecasts will depend on whether the analyst forecast confirms management’s forecast and the extent to which management’s forecast is consistent with the prior earnings trend. Findings indicate that the positive effect of a confirming analyst forecast is greater when the management forecast is trend inconsistent than when it is trend consistent. The negative effect of a disconfirming analyst forecast does not differ based on management forecast trend consistency.     

Structural and executional drivers of downstream revenue

Revenue flows that occur at other related organizational units and over time are an important part of customer profitability analysis and resource planning. This study analyzes downstream revenue generated from establishing a series of additional organizational units. The setting is a central hospital which established a group of specialty outreach clinics. Using a specially-collected time-series database I show two distinct patterns, depending on the clinic's specialty. One type triggers immediate incremental downstream revenue to the clinic's sponsoring department. The other type of clinic generates revenue that is smaller in value, later in time and mostly in departments not associated with the sponsoring department's medical specialty. Structural and executional clinic characteristics such as distance and clinic frequency differentially affect the amount of revenue generated, implying a need for tailoring performance measures to “clinic type”. Overall, my results suggest caution in developing performance measures that include financial impact in other organizational units – context matters even in a relatively homogenous setting of specialty clinics in one hospital system.     

Problem directors on the audit committee and financial reporting quality

The objective of this paper is to examine empirically the consequences for financial reporting quality of having audit committees that include problem directors, that is, directors with prior involvement in corporate bankruptcies, major accounting restatements, or other accounting scandals. An ordinary least squares regression model is used to examine the association between problem directors on the audit committee and financial reporting quality as proxied by accruals and real earnings management. Results reveal that there is a positive association between the presence of problem directors on the audit committee and real earnings management, and this association is more pronounced in cases where those problem directors have been involved in prior instances of accounting restatements and fraudulent reporting practices.     

Female tainted directors,financial reporting quality and audit fees

This paper examines the association between the presence of female tainted directors on corporate boards and audit committees and (1) financial reporting quality and (2) audit fees. Female tainted directors are defined as female directors who have been directors of the firms that have previously been involved in financial failures and integrity indiscretions. Using real earnings management and audit fees as proxies for effective governance and board reputation, we find that firms with female tainted directors have higher real earnings management and higher audit fees. However, since prior literature has demonstrated that audit fees are higher for firms with female directors because female directors demand better auditing, we corroborate a supply-side effect of auditors charging higher audit fees when female tainted directors exist. We demonstrate this by showing that while there is an association between audit fee and real earnings management, this association is higher for firms with female tainted directors. Arguably, the governance and reputational benefits of female directors on boards are negated if such directors have tarnished professional reputations.     

The real effects of financial reporting on pay and incentives

This paper discusses two real effects of financial reporting on pay and incentives: (1) Better earnings leads to better incentives, and (2) If pay is mismeasured, pay can be misused. The first real effect follows from the fact that incentives are often based on earnings, and the effectiveness of earnings-based incentives is positively related to the quality of earnings. Greater use of earnings in incentives provides better incentives at a lower cost. The second real effect has to do with how well the accounting system measures the expense of various pay components. Complex calculations are required to value complex pay components such as options, post-employment benefits, and performance-vested equity, and these calculations have historically not been done correctly. The incorrect accounting leads to these pay components being misused. I conclude by discussing how accounting and disclosure of pay and incentives can be improved.     

The Effects of Disclosure and Analyst Regulations on the Relevance of Analyst Characteristics for Explaining Analyst Forecast Accuracy

We posit and find an effect of disclosure and analyst reporting regulations implemented from 2000 through 2003 (including Regulation Fair Disclosure, the Sarbanes‐Oxley Act and the Global Settlement Act) on the importance of analyst and forecast characteristics for analyst forecast accuracy. Following the enactment of these regulations, more experienced analysts and All‐Star analysts do not maintain their superior forecast accuracy, and analysts employed by large brokerage houses perform worse than other analysts. In addition, we find a decrease in the importance of analyst effort, the number of industries and firms followed, days elapsed since the last forecast, and forecast horizon. While the importance of bold upward forecast revisions does not change, bold downward revisions lose their relevance for forecast accuracy after 2003. Finally, we find an increase in the importance of prior forecast accuracy. We find that the importance of these characteristics varies with the precision of publicly available information. Specifically, the decrease in the importance of most analyst and forecast characteristics and the increase in the importance of prior forecast accuracy are greater when the precision of publicly available information is low. Overall, our results suggest that the positive effects of experience, effort, brokerage house size and All‐Star status on forecast accuracy in the pre‐regulation period were because of the information advantages that these analysts enjoyed (rather than their ability to generate private information). In contrast, our results suggest that prior forecast accuracy is related to analysts’ ability to generate private information.     

Conditional Persistence of Earnings Components and Accounting Anomalies

We suggest that the failure of investors to distinguish between an earnings component's autocorrelation coefficient (unconditional persistence) and the marginal contribution of that component's persistence to the persistence of earnings (conditional persistence) provides a partial explanation of post‐earnings‐announcement drift, post‐revenue‐announcement drift, and the accrual anomaly. When the conditional persistence of revenue surprises is high (low) relative to its unconditional persistence, both the post‐earnings‐announcement drift and the post‐revenue‐announcement drift are high (low), because investors’ under‐reaction to revenues and earnings is stronger when the persistence of revenue surprises is more strongly associated with the persistence of earnings surprises. Also, the mispricing of accruals decreases substantially when the conditional persistence of accruals is high relative to its unconditional persistence, because investors’ over‐reaction to accruals is mitigated when the persistence of accruals is indeed more strongly associated with the persistence of earnings. Our findings also suggest that financial analysts’ failure to distinguish between unconditional and conditional persistence of revenues and accruals results in more biased revenue and earnings predictions.     

Segment Disclosure and Cost of Capital

We investigate whether segment disclosure influences cost of capital. Improved segment reporting is expected to decrease cost of capital by reducing estimation risk. However, in a competitive environment segment disclosure may also generate uncertainties about future prospects and lead to a larger cost of capital. Asset‐pricing tests confirm that segment disclosure is a priced risk factor. Also, segment disclosure reduces ex‐ante estimates of cost of equity capital and other measures connected to risk. These results suggest a negative relation between segment disclosure and cost of capital. Our results also show that competition reduces, but does not eliminate, the previous relationship.     

Earnings quality and short selling: Evidence from real earnings management in the United States

Prior research provides evidence consistent with managers using real earnings management (REM) to increase earnings. This study examines whether short sellers exploit the overvaluation of firms employing REM. I find that firms with more REM have higher subsequent short interest. The positive relation between REM and short interest is more pronounced in settings where the costs associated with accrual‐based earnings management are high, such as when a firm has low accounting flexibility or faces greater scrutiny from a high quality auditor. I also find some evidence that short sellers respond to REM more than to other fundamental signals of firm overvaluation. My inferences are robust to the use of propensity score matching. Collectively, my evidence suggests that short sellers not only trade on REM information, but they also trade as if they understand the substitutive nature of alternative earnings management methods. This study provides additional insight into the important role that short sellers play in monitoring managerial operating decisions and overall earnings quality.     

Managerial academic experience,external monitoring and financial reporting quality

This study examines the effect of managerial academic experience on firms’ financial reporting quality. Using data from China, we find that firms with top managers possessing academic experience exhibit lower levels of both accrual and real earnings management, along with a lower probability of future restatements. This effect is more pronounced for firms with inefficient external monitoring, suggesting that the higher financial reporting quality is mainly explained by the managers’ intrinsic motivation to report truthfully. The results hold when we use firm fixed‐effect regressions, instrumental variable two‐stage regressions, and a propensity score matching (PSM) approach to mitigate the omitted variable and endogeneity concerns. Our study suggests that academic experience can serve as a source of valuable expertise for corporate executives.     

The role of disaggregation of earnings in stock valuation and earnings forecasting

This paper compares and contrasts two accounting information systems, the aggregate earnings system and the disaggregated cash flow/accrual system, examining their relative performance in stock valuation and in forecasting of earnings. It finds, in general, that the forecasts of earnings and predicted market values from the cash flow and accrual system have smaller forecasting errors than those from the aggregate earnings system. The adjusted R-squareds from the disaggregated system are in the main higher than those from the aggregated system when considering the explanatory power of the model-predicted values. The results also show that the cash flow and accrual system forecasts dominate the aggregate earnings system forecasts in a large majority of industries.