Mutual Fund Manager Forecasting Behavior

I examine publicly released annual earnings forecasts issued in conjunction with stock recommendations by mutual fund managers of actively managed open-end mutual funds. I find that mutual fund manager annual earnings forecasts systematically overestimate the earnings number later disclosed at the annual earnings announcement. In further analyses, I attempt to distinguish between two explanations for this forecast bias: an untruthful reporting bias (market manipulation) and a truthful cognitive bias (optimism). These explanations generate different predictions about the timing of changes in fundholdings of forecasted securities between the forecast release and annual earnings announcement dates. I interpret my findings as more consistent with an optimism explanation for mutual fund manager annual forecast bias and less consistent with a market manipulation explanation for this bias. I am, however, unable to eliminate an unobservable selection bias either in the decision of the mutual fund manager to report a forecast publicly or in the media's decision to publish that forecast as an explanation for my finding that mutual fund manager forecasts are biased.     

Economic Consequences of the Cancellation of Inner Reserves for Hong Kong Banks

Inner reserves, which allow banks to report a higher or lower earnings at managerial discretion, bring into focus the ability of the market to make an informed judgment of banks' performance. This study examines the market response to the disclosure and elimination of inner reserves by Hong Kong banks resulting from a change in the regulatory reporting system. Test results show that despite a significant increase in the variability of bank earnings in the post-compared to the pre-disclosure period, there is no evidence of a significant increase in banks' systematic risk in the post-disclosure period. Earnings-returns association is significantly stronger in the post- than in the pre-disclosure period, indicating an improvement in the value relevance of reported earnings. Disclosure of inner reserve transfer is found to provide incremental information over reported earnings over a short disclosure window. These results suggest that the increased value relevance of earnings outweighs the costs of inner reserve cancellation, thus supporting greater reporting transparency for Hong Kong banks.     

Equilibrium earnings management and managerial compensation in a multiperiod agency setting

To investigate how the possibility of earnings manipulation affects managerial compensation contracts, we study a two-period agency setting in which a firm’s manager can engage in window-dressing activities to manipulate reported accounting earnings. Earnings manipulation boosts the reported earnings in one period at the expense of the reported earnings in the other period. We find that the optimal pay-performance sensitivity may increase and expected managerial compensation may decrease as the manager’s cost of earnings management decreases. When the manager is privately informed about the payoff of an investment project to the firm, we identify plausible conditions under which prohibiting earnings management can result in a less efficient investment decision for the firm and more rents for the manager.     

Economic Relations Among Earnings Quality Measures

Empirical studies on earnings quality use various measures that capture particular dimensions of earnings quality. This paper provides a theoretical foundation to evaluate and compare several common earnings quality measures: value relevance; persistence; predictability; smoothness; and discretionary accruals. We use a rational expectations framework in which a manager has market price, earnings, and smoothing incentives and can bias earnings reports. Taking the information content of reported earnings as a natural benchmark, we determine how variations of management incentives, operating risk, and accounting noise affect earnings quality and examine whether the different measures point in the same or in the opposite direction. We find that value relevance and persistence are measures that are closely aligned with each other and with our benchmark, followed by predictability and smoothness. Discretionary accruals measures are less aligned because they are based on the level of accruals, which confounds their information content. Our results also support the notion that smoother earnings and higher discretionary accruals are associated with greater earnings quality.     

Stock market listing status and real earnings management

This study analyzes real earnings management among privately held versus publicly listed firms. Our first finding is that public firms engage in more earnings management through operating activities. When a clear incentive to manage earnings in a specific direction is present we continue to find that public firms manage their earnings more than private firms. We reason that capital market pressure and ownership characteristics drive our results. Additional analyses reveal that public firms employ more real earnings management as a proportion of the total earnings management strategy. Furthermore, we find that mitigating factors of real earnings management have stronger impact in public firms. This study contributes to literature on non-accrual earnings management and to the broader understanding about the private vis-à-vis public firm reporting and operating behavior. Finally, we contribute by identifying an important societal cost of stock market listing, which is the increase in potentially value-destroying real earnings management.     

Discretionary Accounting Choices: A Debt covenants Based Signalling Approach

This paper seeks to explain the discretionary accounting choices made by managers in a world characterised by asymmetric information between managers and investors. It considers a firm whose capital structure consists of both debt and equity, a manager who protects the interests of the firm's existing shareholders, and a financial market. The manager is committed to engage in an investment opportunity and needs to raise some equity to finance it. He is furthermore endowed with some private information about his firm's future earnings. The paper shows how, under certain conditions, the manager may credibly communicate his private information to investors through his accounting choices. In this equilibrium, the selection of balance sheet strengthening and income increasing accounting choices signals unfavourable information while the use of balance-sheet weakening and income- decreasing accounting choices signals favourable private information. The latter firms should thus experience positive abnormal returns around the announcement dates of their accounting choices.     

Can “Big Bath” and Earnings Smoothing Co‐exist as Equilibrium Financial Reporting Strategies?

We study a model of financial reporting where investors infer the precision of reported earnings. Reporting a larger earnings surprise reduces the inferred earnings precision, dampening the impact on firm value of reporting higher earnings, and providing a natural demand for smoother earnings. We show that for sufficiently "bad" news, the manager under-reports earnings by the maximum, preferring to take a "big bath" in the current period in order to report higher future earnings. If the news is "good," the manager smoothes earnings, with the amount of smoothing depending on the level of cashflows observed. He either over-reports or partially under-reports for slightly good news, and gradually increases his under-reporting as the news gets better, until he is under-reporting the maximum amount for sufficiently good news. This result holds both when investors are "naïve" and ignore management's ability to manipulate earnings, or "sophisticated" and correctly infer management's disclosure strategy.     

Information content of credit ratings in pricing of future earnings

This paper examines whether credit ratings convey information about the firm’s future earnings to the capital markets. Using the future earnings response coefficient methodology, we find that the current stock returns of rated firms reflect more future earnings than do the stock returns of non-rated firms. We also find that the market reflect more future earnings in current returns for higher-rated firms. In addition, we present evidence that returns impound future earnings to a greater extent after a ratings initiation or upgrade. We empirically eliminate the possibility that our findings are driven by earnings smoothing, market liquidity or omitted default risk factors associated with ratings. Our results are robust to controlling for potential omitted variables, endogeneity bias, loss versus profit firms, and serial correlation of error terms. Overall, the evidence suggests that credit ratings help disseminate private information to reduce information uncertainty about the firm’s future profitability among market participants.     

Analysts’ Earnings Forecasts for DAX100 Firms During the Stock Market Boom of the 1990s

This paper examines the reliability of financial analysts’ consensus earnings forecasts in the 1990s. Analysts are often accused of having fuelled the stock market boom with exaggerated evaluations of firms’ prospects. However, this criticism primarily refers to the analysts’ buy recommendations rather than earnings forecasts. Although biases in earnings forecasts have been reported since the 1980s, a systematic study capturing the period of ‘irrational exuberance’ until 2000 on the German stock market has not yet been published. Our data set consists of DAX100 firms, leaving out the peculiarities of forecasting earnings (or rather losses) of young technology firms. To evaluate the information content of analysts’ forecasts, we confront them with five alternative forecasting models. The empirical results reveal that analysts’ forecasts were too optimistic throughout the entire sample period. However, contrary to the increase in stock prices, the optimistic bias has declined over time. If the bias is removed, the analysts’ consensus forecasts significantly outperform all other models considered. Thus, the forecasts seem to be informative with respect to earnings differences, even if the market level of earnings is optimistically overstated.     

Regulated Managerial Insider Trading as a Mechanism to Facilitate Shareholder Control

This paper shows that managerial insider trading, suitably regulated, reduces information asymmetry and helps shareholders better screen corporate decisions. In a setting where a firm's manager has private information about potential projects and his preferences differ from those of shareholders, I derive a unique perfect-sequential equilibrium (Grossman and Perry, 1986) where the manager's inside information is partially revealed through his voluntary purchase of the firm's stock, and shareholders screen investment proposals based on the revealed information. However, to make information revelation credible, the manager should be required to report his trading publicly and be prohibited from making a short-term reversal of his position.     

Aggregate Market Reaction to Earnings Announcements

This analysis identifies a distinct immediate announcement period negative relation between earnings announcement surprises and aggregate market returns. Such a relation implies that market participants use earnings information in forming expectations about expected aggregate discount rates and, specifically, that good earnings news is associated with a positive shock to required returns. Consistent with this interpretation we find that Treasury bond rates and implied future inflation expectations respond directly to earnings news. We also find some evidence that the negative relation between earnings news and market return persists beyond the immediate announcement period, suggesting that market participants do not immediately fully impound these future market return implications of aggregate earnings news.     

The use of earnings and operations management to avoid credit rating downgrades

Firms placed on negative credit watch face the threat of a credit rating downgrade. At the same time, they are given the opportunity to put recovery efforts in place to retain their current credit rating. In this paper, we test to what extent firms use earnings management as a short-term recovery strategy. We find that both accruals-based and real earnings management are associated with firms avoiding credit rating downgrades, and that these alternative earnings management strategies tend to be complements rather than substitutes. However, following the passage of the Sarbanes–Oxley Act, only real earnings management is significantly associated with the credit watch outcome. We find evidence that firms which maintain their rating via earnings management are better able to afford the inevitable earnings reversals, and that in the year following the credit watch period, the credit rating performance of these firms is significantly better than firms which undergo a downgrade, with fewer downgrades and more upgrades in this period. Our results also imply that credit rating agencies are not misled by earnings management but rather allow for some discretion in reporting earnings that facilitates the dissemination of private information about future firm performance.     

Understanding accounting discretion in China: An analysis of fair value reporting for investment property

This study sheds light on the discretionary accounting practices in China, the largest emerging market in the world. In particular, we focus on whether Chinese firms use discretion in investment property fair values to manage reported performance. We examine whether firms’ ex ante needs for accounting discretion affect their decisions to adopt fair value reporting for investment property and the ex post performance management by these fair value adopters. Our findings show that the voluntary adoption of fair value reporting for investment property in China remains low. However, the fair value option for investment property is significantly more likely to be chosen by firms with greater needs for accounting discretion. Consistent with the conjecture that firms choose the fair value model to manipulate reported earnings, we show that fair value adopters use the unrealized gains and losses associated with investment properties to smooth earnings and that these firms are also more likely to meet or beat earnings benchmarks after adoption. Overall, our findings indicate that the use of fair value reporting for investment property in the emerging Chinese market is driven by managerial opportunism.     

DOES IT PAY TO DISCLOSE MANAGERIAL EARNINGS INFORMATION EARLY?

Does it pay to voluntarily disclose the manager's private information about the firm's earnings prospects before the mandatory announcement date? This question has been a subject of much debate because prior research establishes both benefits and costs of early information disclosure. We provide evidence on the net effect of such disclosure by examining its impact on firm value. Using a large sample and correcting for self‐selection bias, we find that early disclosure of the manager's private earnings information enhances the end‐of‐period value of the firm.     

Earnings management,market discounts and the performance of private equity placements

Private equity placement data allow us to determine whether sophisticated investors can uncover the true value of firms. This can be done by defining sophisticated investors as those who meet the stringent participation requirements of the private equity market. Our results show private equity issuing firms overstate their earnings in the quarter preceding private equity placement announcements and that sophisticated investors do not ask for a fair discount when purchasing the shares of the private issuing firms. We also find evidence showing that the reversal of the effects of pre-issue earnings management is a significant determinant of the long-term performance of private issues. Results further show that post-issue stock performance and operating performance of firms using “aggressive” earnings management significantly underperform those using more “conservative” earnings management.     

On the efficiency of intra-industry information transfers: The dilution of the overreaction anomaly

We revisit the stock market anomaly documented by Thomas and Zhang (2008) and show that the apparent mispricing of information transfers has decayed over time, as the US markets experienced rapid improvements in the efficiency of the underlying price formation processes. Utilizing recent advancements in market microstructure research to estimate firm-specific proxies for market efficiency, we demonstrate that the existence of the overreaction anomaly (where stock prices of late announcers in response to the earnings reported by early announcers in the same industry are negatively related to subsequent price responses of late announcers to their own earnings reports) is specific to an earlier sample period and results from the inefficient incorporation of information into prices, largely attributable to an environment with high barriers to arbitrage. Our results indicate that the pricing efficiency of intra-industry information transfers has increased in the recent years of increased liquidity and markedly higher trading activity.     

The quality of financial reporting in China: An examination from an accounting restatement perspective

This study uses restatements to reveal the poor quality of past accounting information reported within China’s capital market. We show that up to a quarter of listed firms in mainland China explicitly admitted the poor quality of their financial information by restating their previous financial reports between 1999 and 2005. Many of these firms managed their earnings mainly via below-the-line items to avoid losses and promote survival, rather than to support refinancing goals. Such poor-quality financial reporting is more likely among firms that have weaker profitability and a shareholder base that is state-controlled, with diffused ownership and a relatively low proportion of shares held by institutional investors. Furthermore, we find the market to be relatively insensitive to such admissions. Investors’ reactions capture only the earnings information of the current reported year, rather than also reflecting the concurrently revealed correction of past financial reporting. However, the equity market does not completely ignore the earnings information. Investors’ reliance on earnings is merely low relative to the mature US market. These findings demonstrate that accounting credibility in China has low value; providing poor-quality financial information bears little cost because various market mechanisms fail to deter such behavior. Nevertheless, regulators’ ongoing efforts to enhance the quality of financial information and disclosure among listed firms are still fruitful. The frequency of restatements decreased over our sample period, which reinforces the current regulatory prospects and strategies for further improving China’s capital markets.     

The economics of earnings manipulation and managerial compensation

This article examines managerial compensation in an environment where managers may take a hidden action that affects the actual earnings of the firm. When realized, these earnings constitute hidden information that is privately observed by the manager, who may expend resources to generate an inflated earnings report. We characterize the optimal managerial compensation contract in this setting, and demonstrate that contracts contingent on reported earnings cannot provide managers with the incentive both to maximize profits and to report those profits honestly. As a result, some degree of earnings management must be tolerated as a necessary part of an efficient agreement.     

Disclosing a Random Walk

We examine a dynamic disclosure model in which the value of a firm follows a random walk. Every period, with some probability, the manager learns the firm's value and decides whether to disclose it. The manager maximizes the market perception of the firm's value, which is based on disclosed information. In equilibrium, the manager follows a threshold strategy with thresholds below current prices. He sometimes reveals pessimistic information that reduces the market perception of the firm's value. He does so to reduce future market uncertainty, which is valuable even under risk-neutrality.     

Are active fund managers collectors of private information or fast interpreters of public information?

Recent studies of fund manager performance find evidence of outperformance. However limited research exists as to whether such outperformance is because of privately collected information, or merely expedient interpretation of publicly released information. In this study, we examine the trade sequences of active Australian equity fund managers around earnings announcements to provide insights into the source of fund managers’ superior information. We document an increased occurrence of buy‐sell trade sequences around good‐news earnings announcements. The evidence is consistent with fund managers having both private information about forthcoming good‐news earnings announcements and being ‘short‐term profiteers’. We find no evidence that fund managers have private information about forthcoming bad‐news earnings announcements. However, we do find an increase in the frequency of fund managers not trading before bad‐news earnings announcements only to subsequently sell during announcements.