CLUSTERED SYNERGIES IN THE TAKEOVER MARKET

In a competitive market for takeover bids, the takeover premium serves as an effective proxy for the expected synergy. We find that the expected synergy is primarily related to the premiums paid in other recent takeovers in the same industry. This relation is even stronger when considering previous takeovers (especially over the previous three‐month horizon) in the same industry that have the same payment method (cash versus stock) or form of takeover (tender offer versus merger). More of the variation in expected synergies among takeovers can be explained by the premiums derived from recent takeovers in the same industry than by all bidder‐ and target‐specific characteristics combined. We also find that the bidder valuation effects are inversely related to the premium paid for targets, implying that abnormally high premiums may reflect overpayment rather than abnormally high synergies.     

Sell‐Side Analyst Research and Stock Comovement

We document that a stock's price around a recommendation or forecast covaries with prices of other stocks the issuing analyst covers. The effect of shared analyst coverage on stock price comovement extends beyond analyst activity days. A stock's daily returns covary with the returns of other stocks with which it shares analyst coverage. These links between stock price comovement and shared analyst coverage are consistent with the coverage‐specific information we find in earnings forecasts; analysts who cover both stocks in a pair expect future earnings of the stocks to be more highly correlated than do analysts who cover only one stock from the pair. Collectively, our evidence indicates that analyst research produces coverage‐specific spillovers that raise price comovement among stocks that share analyst coverage. The strength of these spillovers is comparable to spillovers from broad industry and market information in analyst research.     

THE INTRA-INDUSTRY EFFECTS OF OPEN MARKET SHARE REPURCHASES: CONTAGION OR COMPETITIVE?

We examine the extent to which announcements of open market share repurchase programs affect the valuation of competing firms in the same industry. On average, although firms announcing open market share repurchase programs experience a significantly positive stock price reaction at announcement, portfolios of rival firms in the same industry experience a significant and contemporaneous negative stock price reaction. This suggests that perceived changes in the competitive positions of the repurchasing firms occur at the expense of rival firms and dominate any signals of favorable industry conditions. Thus, the competitive intra-industry effects of open market repurchases outweigh any contagion effects. In addition, cross-sectional tests indicate that these competitive effects are more pronounced in industries characterized by a lower degree of competition and less correlation between the stock returns of the repurchasing firm and its rivals.     

Transparency,Liquidity, and Valuation: International Evidence on When Transparency Matters Most

We examine the relation between firm‐level transparency, stock market liquidity, and valuation across countries, focusing on whether the relation varies with a firm's characteristics and economic environment. We document lower transaction costs and greater liquidity (as measured by lower bid‐ask spreads and fewer zero‐return days) for firms with greater transparency (as measured by less evidence of earnings management, better accounting standards, higher quality auditors, more analyst following, and more accurate analyst forecasts). The relation between transparency and liquidity is more pronounced in periods of high volatility, when investor protection, disclosure requirements, and media penetration are poor, and when ownership is more concentrated, suggesting that firm‐level transparency matters more when overall investor uncertainty is greater. Increased liquidity is associated with lower implied cost of capital and with higher valuation as measured by Tobin's Q. Finally, a mediation analysis suggests that liquidity is a significant channel through which transparency affects firm valuation and equity cost of capital.     

Active investment manager portfolios and preferences for stock characteristics

The present study investigates the stock characteristic preferences of institutional Australian equity managers. In aggregate we find that active managers exhibit preferences for stocks exhibiting high‐price variance, large market capitalization, low transaction costs, value‐oriented characteristics, greater levels of analyst coverage and lower variability in analyst earnings forecasts. We observe stronger preferences for higher volatility, value stocks and wider analyst coverage among smaller stocks. We also find that smaller investment managers prefer securities with higher market capitalization and analyst coverage (including low variation in the forecasts of these analysts). We also document that industry effects play an important role in portfolio construction.     

Industry Signals Relayed by Corporate Earnings Restatements

This study finds that downward earnings restatements are associated with negative industry valuation effects. These effects are more pronounced when the valuation effects and the change in earnings of the firm restating its earnings are worse, when the restatement is initiated for reasons other than fraud, when the bubble was bursting, and when the restatement is subsequent to the publicity regarding Enron's fraud. The negative industry effects are more pronounced in industries that have a higher level of accruals and intangible assets, weaker sales growth, and a higher degree of stock volatility.     

Inter-firm linkages and the wealth effects of financial distress along the supply chain

Extant research examines the extent to which bankruptcy has intra-industry valuation consequences. This study broadens the investigation by examining the wealth effects of distress and bankruptcy filing for suppliers and customers of filing firms. On average, important wealth effects occur prior to and at bankruptcy filings and extend beyond industry competitors along the supply chain. Specifically, distress related to bankruptcy filings is associated with negative and significant stock price effects for suppliers. Supplier wealth effects are more negative when intra-industry contagion is more severe. We also investigate the importance of industry structure, specialized product nature, and leverage on supply chain effects.     

International equity valuation: the relative importance of country and industry factors versus company‐specific financial reporting information

The relative importance of country‐ and industry‐specified factors vis‐à‐vis company‐specific financial statement–based information in explaining equity valuation multiples in an international setting is examined. Both country‐specific effects via previously identified variables and an indicator variable approach are analysed. While company‐specific factors are predominant in explaining cross‐sectional differences in valuation, country and industry factors have sizable incremental explanatory power over them; the latter are not independent, so their relative importance is influenced by how we adjust for this commonality. Using country indicators provides larger incremental explanatory power than using country‐specific factors, suggesting that previously identified factors may be measured with sizeable error or omitted factors are important.     

Stock Market Comovements and Industrial Structure

We use monthly stock indices for 58 countries to construct pairwise correlations of returns and explain these correlations with risk‐adjusted differences in industrial structure across countries. We find that countries with similar industries exhibit higher stock market comovements. The results are robust to the inclusion of other regressors such as differences in income per capita, stock market capitalizations, measures of institutions, as well as various fixed time, country, and country‐pair effects. Our results are consistent with models where the impact of each industry‐specific shock is proportional to the share of this industry in the overall industrial output of the country.     

Inside the “Black Box” of Sell‐Side Financial Analysts

Our objective is to penetrate the “black box” of sell‐side financial analysts by providing new insights into the inputs analysts use and the incentives they face. We survey 365 analysts and conduct 18 follow‐up interviews covering a wide range of topics, including the inputs to analysts’ earnings forecasts and stock recommendations, the value of their industry knowledge, the determinants of their compensation, the career benefits of Institutional Investor All‐Star status, and the factors they consider indicative of high‐quality earnings. One important finding is that private communication with management is a more useful input to analysts’ earnings forecasts and stock recommendations than their own primary research, recent earnings performance, and recent 10‐K and 10‐Q reports. Another notable finding is that issuing earnings forecasts and stock recommendations that are well below the consensus often leads to an increase in analysts’ credibility with their investing clients. We conduct cross‐sectional analyses that highlight the impact of analyst and brokerage characteristics on analysts’ inputs and incentives. Our findings are relevant to investors, managers, analysts, and academic researchers.     

Intraindustry Effects of Bank Stock Repurchases

Bank stock repurchases have become increasingly popular over time. Because of the unique capital requirements and regulatory constraints on the use of bank funds, the intraindustry effects of bank stock repurchases may differ from intraindustry effects of stock repurchases by other firms. We find that bank stock repurchases result in a positive and significant valuation effect for the repurchasing banks. Moreover, we find positive significant intraindustry effects of bank stock repurchases, unlike previous research by Hertzel on firms from numerous industries that found no evidence of intraindustry effects in response to stock repurchases. We attribute the difference in results to the unique characteristics of the banking industry, which results in a less ambiguous signal emitted from the stock repurchase announcement. In addition, we find that the intraindustry effects are more favorable when the valuation effect for the repurchasing bank is more favorable. This implies that the degree of signal to the industry is conditioned on the degree of signal about the bank that is repurchasing its shares. Furthermore, intraindustry effects are more favorable when the capital position of rival banks is high, when the proportion of residential loans of rival banks is low, and when the announcing bank is a money center bank.     

Does the Scope of the Sell‐Side Analyst Industry Matter? An Examination of Bias,Accuracy, and Information Content of Analyst Reports

We examine changes in the scope of the sell‐side analyst industry and whether these changes impact information dissemination and the quality of analysts’ reports. Our findings suggest that changes in the number of analysts covering an industry impact analyst competition and have significant spillover effects on other analysts’ forecast accuracy, bias, report informativeness, and effort. These spillover industry effects are incremental to the effects of firm level changes in analyst coverage. Overall, a more significant sell‐side analyst industry presence has positive externalities that can result in better functioning capital markets.     

Did Regulation Fair Disclosure,SOX, and Other Analyst Regulations Reduce Security Mispricing?

Between 2000 and 2003 a series of disclosure and analyst regulations curbing abusive financial reporting and analyst behavior were enacted to strengthen the information environment of U.S. capital markets. We investigate whether these regulations reduced security mispricing and increased stock market efficiency. After the regulations, we find a significant reduction in short‐term stock price continuation following analyst forecast revisions and earnings announcements. The effect was more pronounced among higher information uncertainty firms, where we expect security valuation to be most sensitive to regulation. Analyst forecast accuracy also improved in these firms, consistent with reduced mispricing being due to an improved corporate information environment following the regulations. Our findings are robust to controls for time trends, trading activity, the financial crisis, analyst coverage, delistings, and changes in information uncertainty proxies. We find no concurrent effect among European firms and a regression discontinuity design supports our identification of a regulatory effect.     

DO INSTITUTIONS PREFER HIGH‐VALUE ACQUIRERS? AN ANALYSIS OF TRADING IN STOCK‐FINANCED ACQUISITIONS

If owners of target shares in a stock‐for‐stock merger perceive the acquirer as overvalued, they should sell their holdings more aggressively to profit before such overvaluation dissipates. We study institutional owners of targets and find that slightly more than half liquidate their shares in stock mergers, consistent with high institutional‐share turnover rates found in the prior literature. However, share retention is higher when valuation measures suggest greater acquirer overvaluation, regardless of whether institutional owners generally prefer growth or value stock. Institutions that prefer large‐cap, growth stock are most enthusiastic about bids from large, high‐valuation acquirers, and substantially increase their stakes in such deals.     

The competitive effects of S&P 500 Index revisions

Firms added to the S&P 500 Index gain a competitive advantage over their non‐S&P 500 industry competitors. They experience positive stock valuation effects at the expense of competitors. The inclusion is associated with both reductions in financial constraints and the cost of equity and increases in capital investment for the newly added firms. When the increase in capital investment is greater, they gain more market share and enjoy better valuation effects. Rivals’ share price responses are negatively related to the announcement effect of the newly added firm. Deletions from the index, however, do not have symmetric effects.     

Real and Financial Industry Booms and Busts

We examine how product market competition affects firm cash flows and stock returns in industry booms and busts. Our results show how real and financial factors interact in industry business cycles. In competitive industries, we find that high industry-level stock market valuation, investment, and financing are followed by sharply lower operating cash flows and abnormal stock returns. Analyst estimates are positively biased and returns comove more. In concentrated industries these relations are weak and generally insignificant. Our results are consistent with participants in competitive industries not fully internalizing the negative externality of industry competition on cash flows and stock returns.     

Dividend Omissions and Intraindustry Information Transfers

We examine potential information transfers from companies that announce dividend omissions to their industry rivals. Specifically, we examine the abnormal stock returns and abnormal earnings forecast revisions of rivals after a company makes a dividend‐omission announcement. Our results show negative and significant abnormal stock returns and negative and significant abnormal forecast revisions for rival companies in response to the announcement, and a significant and positive relation between the two. We conclude that a dividend‐omission announcement transmits unfavorable information across the announcing company's industry that affects cash flow expectations and ultimately stock prices.     

The effect of SFAS 131 on the stock market’s ability to predict industry‐wide and firm‐specific components of future earnings

This study examines the impact of SFAS 131 on the extent to which stock prices incorporate industry‐wide and firm‐specific components of future earnings. By decomposing earnings into industry‐wide and firm‐specific components, this paper finds that the firms that aggregated segments under the old rule experience significant acceleration in the incorporation of future earnings into current stock prices upon adoption of SFAS 131. However, the acceleration of future earnings is mostly driven by the improved incorporation of industry‐wide components of future earnings, which indicates the market’s ability to predict firm‐specific components is not significantly changed. Supplemental analysis suggests that the reduced geographic earnings information is one possible reason for lack of improvement in incorporating firm‐specific earnings into price.     

R&D Increases and Long‐Term Performance of Rivals

We examine how a firm's research and development (R&D) increases affect its intra‐industry competitors in the long run. Consistent with the R&D spillover hypothesis, when a firm unexpectedly increases its R&D spending, its intra‐industry competitors experience improvements in operating performance and analyst forecast revisions and earn positive abnormal stock returns in the long run. The industry concentration, which is related to the firm's strategic reaction, is crucial in determining the magnitude of the R&D spillover effect.     

Do local analysts know more? A cross-country study of the performance of local analysts and foreign analysts

This paper examines whether analysts resident in a country make more precise earnings forecasts for firms in that country than non-resident analysts. Using a sample of 32 countries, we find an economically and statistically significant local analyst advantage even after controlling for firm and analyst characteristics. The local advantage is high in countries where earnings are smoothed more, less information is disclosed by firms, and firm idiosyncratic information explains a smaller fraction of stock returns. It is negatively related to whether a firm has foreign assets and to market participation by foreign investors and by institutions, and positively related to holdings by insiders. The extent to which U.S. investors underweight a country's stocks is positively related to that country's local analyst advantage.