Mutual Fund Herding and Dispersion of Analysts' Earnings Forecasts


Book Description

We examine the relation between herding of mutual funds and dispersion of analysts' earnings forecasts to ascertain whether it is the lack of information or the arrival of correlated information that induces herding. Results show that the level of herding in individual stocks is positively related to the dispersion measure. Herding is also related to other information quality variables such as stock return volatility and analyst coverage. Our results suggest that fund managers herd in response to lack of reliable information, rather than to exploit correlated fundamental information. Although market capitalization and trading volume are also related to herding, they seem to capture the firm characteristic to which mutual funds are attracted to (or repelled from). Our evidence indicates that buy- and sell-herding respond asymmetrically to information uncertainty. Sell-herding is more prevalent and is positively related to forecast dispersion. Buy-herding, on the other hand, is not related to dispersion. The asymmetric relationship between herding and information uncertainty is consistent with the quot;prospect theoryquot; and quot;sharing-of-the-blamequot; under bad news.




Analyst Recommendations, Mutual Fund Herding, and Overreaction in Stock Prices


Book Description

This paper documents the tendency of mutual fund managers to follow analyst recommendation revisions when they trade stocks, and the impact of analyst revisioninduced mutual fund "herds" on stock prices. We find that mutual fund herds follow consensus revisions in analyst recommendations, controlling for common investment signals that affect both analyst revisions and mutual fund trading. Consensus upgrades result in herds of funds buying a stock, while consensus downgrades result in even bigger herds of funds selling. Our most important finding is that mutual fund herding impacts stock prices to a much larger degree during our sample period (1994 to 2003) than during prior-studied periods. Further, we find the first evidence that mutual funds appear to overreact when they herd in their trades - stocks heavily bought by herds tend to underperform their size, book-tomarket, and momentum cohorts during the following year, while stocks heavily sold outperform. These reversal patterns are even stronger when herds of mutual funds (especially funds with poor performance records) follow analyst recommendation revisions. An investment strategy that accounts for the direction of both analyst revisions and mutual fund herding generates a return (adjusted for size, book-to-market, and momentum) exceeding six percent during the following year. Our results remain robust when we condition fund herding on analyst earnings forecast revisions instead of recommendation revisions. Overall, our study finds that the interaction between sell-side analysts and mutual fund managers plays an important role in setting prices in equity markets.




Analyst Recommendations, Mutual Fund Herding, and Overreaction in Stock Prices


Book Description

This paper documents that mutual funds ldquo;herdrdquo; (trade together) into stocks with consensus sell-side analyst upgrades, and herd out of stocks with consensus downgrades. This influence of analyst revisions on fund herding is stronger for downgrades, and among managers with greater career concerns. These findings indicate that career-concerned managers are incentivized to follow analyst information, and have a greater tendency to herd on negative stock information, given the greater reputational and litigation risk of holding losing stocks. Further, during the more recent period (when aggregate mutual fund equity ownership is significantly higher), stocks traded by career-concerned herds of fund managers in response to analyst revisions experience a significant same-quarter price impact, followed by a sharp subsequent price reversal. Our evidence suggests that analyst recommendation revisions induce herding by career-concerned fund managers, and that this type of trading has become price-destabilizing with the increasing level of mutual fund ownership of stocks.




The Relation between Securities Firms' Mutual Fund Equity Holdings and Their Analysts' Earnings Forecasts


Book Description

This study examines the relation between changes in portfolio composition of brokerage-owned mutual funds and earnings forecasts of sell-side analysts employed by the same firm. We find that these analysts are consistently optimistic for securities that represent new investments for their mutual fund families and consistently pessimistic for those divested. For new investments, optimism becomes significantly more pronounced after affiliated mutual fund managers have added the security to their portfolios. Forecast accuracy begins to significantly decline during periods coincident with the security purchase. For complete divestitures, pessimism is most pronounced in periods that are concurrent with the fund's divestiture, but we document no significant decline in forecast accuracy. In addition, we find that affiliated analysts tend to cease coverage of a security after their brokerages' mutual funds divest. The findings have implications for regulators monitoring brokerage firms' activities, for researchers who use analysts' earnings forecasts as proxies for market expectations, and for investors who rely on sell-side analysts' earnings forecasts.







Expectations and the Structure of Share Prices


Book Description

John G. Cragg and Burton G. Malkiel collected detailed forecasts of professional investors concerning the growth of 175 companies and use this information to examine the impact of such forecasts on the market evaluations of the companies and to test and extend traditional models of how stock market values are determined.




Price-Based Investment Strategies


Book Description

This compelling book examines the price-based revolution in investing, showing how research over recent decades has reinvented technical analysis. The authors discuss the major groups of price-based strategies, considering their theoretical motivation, individual and combined implementation, and back-tested results when applied to investment across country stock markets. Containing a comprehensive sample of performance data, taken from 24 major developed markets around the world and ranging over the last 25 years, the authors construct practical portfolios and display their performance—ensuring the book is not only academically rigorous, but practically applicable too. This is a highly useful volume that will be of relevance to researchers and students working in the field of price-based investing, as well as individual investors, fund pickers, market analysts, fund managers, pension fund consultants, hedge fund portfolio managers, endowment chief investment officers, futures traders, and family office investors.




The Efficient Market Theory and Evidence


Book Description

The Efficient Market Hypothesis (EMH) asserts that, at all times, the price of a security reflects all available information about its fundamental value. The implication of the EMH for investors is that, to the extent that speculative trading is costly, speculation must be a loser's game. Hence, under the EMH, a passive strategy is bound eventually to beat a strategy that uses active management, where active management is characterized as trading that seeks to exploit mispriced assets relative to a risk-adjusted benchmark. The EMH has been refined over the past several decades to reflect the realism of the marketplace, including costly information, transactions costs, financing, agency costs, and other real-world frictions. The most recent expressions of the EMH thus allow a role for arbitrageurs in the market who may profit from their comparative advantages. These advantages may include specialized knowledge, lower trading costs, low management fees or agency costs, and a financing structure that allows the arbitrageur to undertake trades with long verification periods. The actions of these arbitrageurs cause liquid securities markets to be generally fairly efficient with respect to information, despite some notable anomalies.




Handbook of Financial Markets: Dynamics and Evolution


Book Description

The models of portfolio selection and asset price dynamics in this volume seek to explain the market dynamics of asset prices. Presenting a range of analytical, empirical, and numerical techniques as well as several different modeling approaches, the authors depict the state of debate on the market selection hypothesis. By explicitly assuming the heterogeneity of investors, they present models that are descriptive and normative as well, making the volume useful for both finance theorists and financial practitioners. Explains the market dynamics of asset prices, offering insights about asset management approaches Assumes a heterogeneity of investors that yields descriptive and normative models of portfolio selections and asset pricing dynamics




Contemporary Issues in Behavioral Finance


Book Description

This special edition of Contemporary Studies in Economic and Financial Analysis offers seventeen chapters from invited participants in the International Applied Social Science Congress, held in Turkey between the 19th and 21st April 2018.