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.     

Non‐operating earnings and firm risk*

We find that non‐operating earnings reduce total earnings volatility, stock price volatility, idiosyncratic risk, and crash risk. The risk‐reducing effects of non‐operating earnings are higher than those of operating earnings for risk measures based on stock market data. Non‐operating earnings serve to mitigate risks among firms with operating losses, high financial leverage, high growth uncertainty, and low‐ability managers.     

Stock Liquidity Risk and the Cross‐sectional Earnings‐Returns Relationship

We argue that a higher sensitivity to aggregate market‐wide liquidity shocks (i.e., a higher liquidity risk) implies a tendency for a stock's price to converge to fundamentals. We test this intuition within the framework of the earnings‐returns relationship. We find a positive liquidity risk effect on the relationship between return and expected change in earnings. This effect on the earnings‐returns relationship is distinct from the negative effect observed for stock illiquidity level. Notably, the liquidity risk effect is evident (absent) during periods of neutral/low (high) aggregate market liquidity. We also show that the liquidity risk effect is dominant in firms that: (a) are of intermediate size; (b) are of intermediate book‐to‐market; and (c) are profit making.     

The joint information role of analysts’ cash flow and earnings forecasts

We study whether the relative magnitudes of analysts’ cash flow and earnings forecasts convey information about the persistence and value relevance of reported earnings. We find that reported earnings are likely to be more (less) persistent and value relevant when analysts forecast relatively moderate (extreme) levels of operating cash flows, relative to earnings. We also find that the market’s response to a given earnings surprise is the strongest for moderate levels of cash flow forecasts relative to earnings. The joint information role of analysts’ cash flow and earnings forecasts persists even after controlling for the absolute accruals in the model.     

Effect of foreign GAAP earnings and Form 20-F reconciliations on revisions of analysts' forecasts

A controversial area of U.S. securities regulations involves the Securities and Exchange Commission's (SEC) financial reporting requirements for foreign firms, specifically, the necessity of providing a quantitative reconciliation to U.S. GAAP (Form 20-F). The results of earnings-returns research to date indicate that the release of foreign GAAP earnings provides important information. However, the results of earnings-returns studies using reconciled information are mixed. Instead of using an earnings-returns methodology adopted in prior research, this study utilizes analysts' revisions as a market indicator of the effect of information released in foreign GAAP earnings and the reconciled information in Form 20-F. Additionally, the study investigates the influence of four firm-specific variables in the firm's information environment—similarities of accounting systems, analyst following, difference between reconciled earnings and foreign GAAP earnings, and dispersion of analysts' expectations—on positive abnormal revision activities of financial analysts at the time of filing Form 20-F.The results indicate that the release of foreign GAAP earnings (at earnings announcement dates) and reconciled information (at the time of filing Form 20-F) contains relevant information as measured by analysts' revisions. Further, variables representing analyst following, change in reconciled earnings, and dispersion of analysts' expectations are significant in explaining the variation observed in positive abnormal revisions.     

Accounting Losses and Earnings Response Coefficients: The Impact of Leverage and Growth Opportunities

This paper investigates how accounting losses affect the relationship between accounting earnings and stock returns, i.e. earnings response coefficients (ERCs), in different leverage and growth categories. In a sample of NYSE firms between 1975 and 1990, the exclusion of losses improves the ERCs considerably. While the impact of losses on ERCs is highest in the subgroup including high growth opportunity firms, the exclusion of losses does not improve ERCs as significantly among firms with low growth opportunities. The results further support the hypothesis that the impact of losses on ERCs is different in different financial leverage subgroups. The measured increase in ERCs is most significant among the least levered firms. The observation that the impact of losses on ERCs is related to growth opportunities and financial leverage is clearly observable also in different size categories. The effects of growth opportunities and financial leverage are also incrementally important with respect to each other. In general, the results indicate that the impact of growth opportunities and financial leverage on ERCs is clearly observable especially when losses and profits are analyzed separately.     

Disagreement over the persistence of earnings components: evidence on the properties of management-specific adjustments to GAAP earnings

We examine disagreement between management and Thomson Datastream over the persistence of earnings components. Using income statement and footnote disclosures, we identify the source and properties of disputed items. Disagreements typically reflect opaque reporting practices (for example, in the case of transitory operating items) and restrictive classification rules (for example, in the case of discontinued operations). Incremental and relative value relevance tests suggest that the majority of management-specific adjustments reflect appropriate classification of earnings components by insiders. Nevertheless, evidence consistent with strategic disclosure does emerge for a subset of management adjustments.

The incremental information content of non-US GAAP earnings disclosures: Evidence from UK firms

This paper examines price and trading volume responses in the US equity market to the preliminary earnings announcements (PEAs) in the UK of UK firms listed on US exchanges (e.g., NYSE and AMEX). The inquiry focuses on whether the return forecast error (absolute and squared values) and volume residual (standardized and unstandardized) for each day were significantly different from the average on the day of the earnings announcements (PEA). The most significantly unexpected return occurred the day prior to the Financial Times (FT) announcement. The results suggest prompt volume and price responses to the UK PEAs in the US security market. Excess trading volume occurred the day prior to and the day of the FT release price response occurred on the day subsequent to the PEAs. This may suggests that investors possess differential prior beliefs or likelihood functions in evaluating public disclosure. Consistent with Frost and Pownall [Frost, C., & Pownall, G. (1996), Interdependencies in the global markets for capital and information: The case of Smithkline Beecham plc. Accounting Horizons, 1, 38-57], US investors seem not to be confused by US/UK generally accepted accounting principles (GAAP) differences, and in fact use information about UK GAAP earnings in their valuations and trading decisions. This implies that traders correctly use UK accounting output to the determination of values in setting security prices and arriving at trading decisions. Broadly, these findings support the assumption that disclosures by UK-listed firms in their domestic market influence share liquidity and trading in the US market.     

Transitory earnings components and the two faces of non‐generally accepted accounting principles earnings

Non‐generally accepted accounting principles (non‐GAAP) earnings reporting has been linked with both informative and strategic incentives. We seek to disentangle these conflicting effects by examining the association between non‐GAAP earnings disclosure and transitory items in GAAP earnings, conditional on managers' reporting incentives. We report evidence of a statistically and economically significant asymmetric relation between disclosure propensity and transitory items in GAAP earnings conditional on both the sign and magnitude of the GAAP earnings surprise. Our findings suggest that non‐GAAP earnings disclosures tend to be driven by a desire for informative (strategic) reporting when GAAP earnings beat (undershoot) market expectations.     

The Value Relevance of Mandatory Non‐GAAP Earnings

This paper examines the value relevance of earnings components where there is a mandatory requirement to report generally accepted accounting principles (GAAP) earnings and non‐GAAP earnings, and where the items to be eliminated from GAAP earnings are defined in detail. The setting is different from non‐GAAP earnings disclosures presented in the United States and elsewhere, where managers have discretion over whether to report a non‐GAAP earnings number, and what to exclude from GAAP earnings. Our mandatory setting enables us to report value relevance results that are not confounded by managers' discretionary choices regarding non‐GAAP earnings exclusions. We use price‐level regressions, based on the Ohlson (1995) model, to test for incremental and relative value relevance. The results show that non‐GAAP earnings reported under a mandatory regime have higher value relevance than GAAP earnings. The disaggregation of these items is useful to investors in a setting where managerial motivations are minimized.     

The effect of self-selection bias on the testing of a stock price reaction to management's earnings forecasts

This study examines the inferential bias due to the failure to control for self-selection when studying the market's reaction to management earnings forecasts. The analysis is conducted by controlling for self-selection and comparing the results to those obtained when self-selection is not controlled. This comparison suggests that the overall inference of a market reaction to the management forecast issuance does not change. However, the statistical significance declines when self-selection is considered. Since the issuance of a management forecast is an obvious self-selection, the results of this study suggest that self-selection should be considered and evaluated in quasi-experimental studies in accounting and finance.     

Audit committee financial expertise and properties of analyst earnings forecasts

An important role of financial accounting information is to aid financial statement users in forming expectations about the firm's future earnings. Prior research finds that accounting financial expertise of the audit committee is associated with higher financial reporting quality. We extend this literature by examining the association between audit committee financial expertise and analysts' ability to anticipate future earnings. We find a significant association between accounting financial expertise on the audit committee and analyst earnings forecasts that are more accurate and less dispersed. In contrast, we do not find a significant association between non-accounting financial expertise (i.e., supervisory expertise) and forecast accuracy or forecast dispersion. These findings contribute to our understanding of the benefits of accounting expertise in audit committees by demonstrating an association between accounting financial expertise and improvements in analyst earnings forecasts.     

The role of reconciliation quality in limiting mispricing of non-GAAP earnings announcements by EURO STOXX firms

This empirical study investigates the relationship between the market mispricing of pro forma earnings announcements and the degree to which pro forma earnings are quantitatively reconciled with GAAP (Generally Accepted Accounting Principles) earnings. For a sample of EURO STOXX Fixed Index companies we find evidence of positive abnormal returns related to pro forma earnings disclosures, and, upon further analyses, conclude that this evidence is generally more consistent with the notion of market mispricing than omitted risk factors. Moreover, when reconciliation quality is controlled, market mispricing is found to be prevalent and pronounced only for low quality reconciliations. This finding suggests that reconciliation is important in reducing market mispricing.     

The effects of harmonization and convergence with IFRS on the timeliness of earnings reported under Chinese GAAP

This study examines the effects of a series of harmonization and convergence with IFRS on the timeliness of recognition of earnings in emerging Chinese markets. We find that earnings reported under Chinese GAAP have a lower earnings response coefficient, but a higher future earnings response coefficient, than earnings reported under IFRS before Chinese GAAP converged with IFRS in 2007. This indicates that earnings reported under Chinese GAAP are generally less timely than earnings reported under IFRS before convergence. We also find that the future earnings response coefficient of earnings reported under Chinese GAAP continues to increase, indicating that the timeliness of recognition of earnings reported under Chinese GAAP worsened after a series of harmonization and convergence with IFRS in China. Taken together, this study provides evidence indicating that harmonizing and converging national accounting standards with IFRS in emerging capital markets may not necessarily increase accounting quality.     

The Market Response to Beating After‐tax Earnings Targets Revisited using Analysts’ Pre‐tax Earnings Forecasts and Concurrent Tax Note Disclosures

We investigate whether the premium for achieving after‐tax earnings targets is informed by the availability of pre‐tax and after‐tax earnings forecasts. We find evidence the premium is discounted for firms achieving only after‐tax earnings forecasts compared with firms achieving both forecast targets. This is likely due to the uncertainty about future profitability and earnings quality created by failing to attain pre‐tax earnings targets. For firms achieving only pre‐tax earnings forecasts, no premium is documented. Taken together, our results indicate that while pre‐tax earnings forecasts may not move the market, they have an informational role in providing a context for assessing the achievement of after‐tax earnings targets. We also consider the usefulness of the tax note disclosures of deferred tax assets from carry‐forward losses for assessing the premium for achieving after‐tax earnings targets. Reflecting the duality of this tax deferral, we find evidence that recognition of these tax assets conveys information about lower earnings quality when recognition is likely to be opportunistic (in the case of firms achieving only after‐tax forecasts), and provides a signal of future profitability (in the case of firms achieving only pre‐tax forecasts).     

The Differential Value Relevance of S&P's Core Earnings Versus GAAP Earnings: The Role of Stock Option Expense

In 2002, Standard & Poor's (S&P) introduced Core Earnings as a proprietary, uniform earnings metric, with the goal of improving financial reporting. The distinguishing feature of Core Earnings is its consistent treatment of seven adjustments to GAAP earnings for which there is no consensus adjustment by managers and analysts. We use stock price and return data to assess whether investors perceive Core Earnings to be more value relevant than GAAP earnings. The implementation of FASB 123R changed the calculation of GAAP and Core Earnings. This change allows us to assess the role of stock option expense in the valuation of earnings numbers by partitioning the sample into pre‐ and post‐FASB 123R periods and creating consistent measures of GAAP and Core Earnings. Our price results indicate that Core Earnings is more value relevant than GAAP earnings in the pre‐period after controlling for stock option expense, and in the post‐FASB 123R periods. The price results provide empirical evidence consistent with S&P's expectation that a uniformly calculated earnings measure is a more consistent and useful indicator of current performance and future earnings.     

Disclosure strategies for management earnings forecasts: The role of managerial compensation structures,overoptimism, and effort

Management earnings forecasts have received significant attention as an important source for setting firm expectations. Our paper argues that how these forecasts are presented to the public is important for managing these expectations. We present both analytical and empirical analyses demonstrating that managers’ disclosure framing choices will depend on the information type, managerial overoptimism, and managerial compensation structures. We also provide evidence showing that disclosure framing choices can dampen stock return volatility. Finally, we indicate that disclosure strategies alter the misreporting results found in Guttman et al. (2006).     

The Value Relevance of Management Forecasts and Their Impact on Analysts' Forecasts: Empirical Evidence From Japan

A major financial disclosure feature in Japan is that stock exchanges require firms to provide next year's earnings forecasts. This study investigates the value relevance of Japanese management earnings forecasts and their impact on analysts' earnings forecasts. First, the value relevance of management forecasts is investigated using a valuation framework provided by Ohlson (2001 ), in which firm value is expressed as a function of book value, current earnings and next year's expected earnings. The analysis yields that of the three accounting variables examined, management forecasts have the highest correlation and incremental explanatory power with stock price.
Next, the impact of management forecasts on analysts' forecasts is examined. The results show that more than 90% of changes in analysts' forecasts are explained by management forecasts alone. Further analysis reveals that the heavy dependence of financial analysts on management forecasts in formulating their own forecasts may partially be attributed to the relatively high accuracy of management forecasts. At the same time, financial analysts also somewhat modify management forecasts when certain financial factors indicate that the credibility of management forecasts is in doubt.
Overall, this study presents empirical evidence that Japanese management forecasts provide useful information for the market and have a significant influence on analysts' forecasts.     

Noncompliance with non‐accounting securities regulations and GAAP violations

Using enforcement actions by the Securities and Exchange Commission (SEC) as a proxy for noncompliance with securities regulations, we examine whether a firm's compliance with non‐accounting laws and regulations is associated with GAAP violations. We find that firms that violate securities regulations related to non‐accounting issues are more likely to report accounting restatements than control firms that comply with securities regulations. We also find that the difference between the two groups is significant only for the periods subsequent to the start of the noncompliance period but not for periods prior to this date. Our results highlight the interrelation between the accounting and compliance systems, and suggest that managers who are non‐compliant with non‐accounting regulations are also more likely to be non‐compliant with accounting rules.     

How Firms Make Capital Expenditure Decisions: Financial Signals, Internal Cash Flows, Income Taxes and the Tax Reform Act of 1986

This paper empirically assesses the determinants of future net capital expenditures for a broad cross-section of COMPUSTAT firms from 1973 to 1989. We explore three general categories of factors expected to affect investment: (1) external equity financing, (2) internally generated accounting information, and (3) tax incentives. We find that external financing and information plays a role in that both positive stock returns and equity issuances indicate future increases in investment. The results suggest that high stock prices not only lower the cost of capital, but also signal good investment opportunities. Accounting information about internal sources and uses of funds are also important in the investment decision. In particular, net income and depreciation are positive indicators of future investment while there is a tradeoff between the payment of dividends and investment. Further, positive changes in available cash liquidity also motivate future investment. While taxes are not important in the investment decision on average, we find that firms with previously higher income taxes invested substantially more in 1985 and 1986. This coincides with the repeal of the investment tax credit and the accelerated depreciation schedules in the Tax Reform Act of 1986. We view this as evidence that federal tax policy in the 1980's induced firms with high income tax obligations to accelerate capital expenditures just before the favorable tax treatment of capital expenditures was eliminated.