Another Puzzle: The Growth in Actively Managed Mutual Funds

Mutual funds represent one of the fastest growing type of financial intermediary in the American economy. The question remains as to why mutual funds and in particular actively managed mutual funds have grown so fast, when their performance on average has been inferior to that of index funds. One possible explanation of why investors buy actively managed open end funds lies in the fact that they are bought and sold at net asset value, and thus management ability may not be priced. If management ability exists and it is not included in the price of open end funds, then performance should be predictable. If performance is predictable and at least some investors are aware of this, then cash flows into and out of funds should be predictable by the very same metrics that predict performance. Finally, if predictors exist and at least some investors act on these predictors in investing in mutual funds, the return on new cash flows should be better than the average return for all investors in these funds. This article presents empirical evidence on all of these issues and shows that investors in actively managed mutual funds may have been more rational than we have assumed.     

Fund flows and performance: New evidence from retail and institutional SRI mutual funds

In this paper we provide a comprehensive analysis of the performance of US SRI mutual funds as well as its relation to the flow of new money that those funds experience in the context of investors sophistication. In particular, we compare the performance of SRI funds with their conventional peers, matched by both managers and characteristics criteria, using several performance measures. We investigate the role of investors sophistication and its influence on the flow-performance and performance-flow relations within the retail and institutional SRI fund shareclasses. For the analysis of the flow-performance relation we use portfolio approach along with monotonic relation test, while the shape of the flow-performance relation is studied using piecewise linear panel regressions. For the performance-flow relation, the flow and unexpected flow portfolios are formed and their risk-adjusted performance is evaluated. We find that SRI mutual fund sector earns positive abnormal returns before expenses and retail SRI funds outperform their institutional peers both, before and after fees. No differences in performance when we consider SRI and conventional funds run by the same management companies. Moreover, we find a positive flow-performance relation which is convex for retail SRI funds but no convexity is found for the institutional ones. We cannot confirm the smart money effect for retail SRI funds, instead we find a dumb money effect for SRI institutional funds. Our paper provides new insights into the role of the investors sophistication for those relations in the presence of sustainability preferences.     

Conditionally fitted Sharpe performance with an application to hedge fund rating

We define a battery of Sharpe performance measures, which differ by the information taken into account in their computation, but also by the potential use of the fund by the investor. Four advantages of Sharpe performance based rating are especially important for the investor. First, the performance measures correspond to the standard measures used for mutual funds and known by retail investors. Second, we can compare the numerical results, even if they are obtained with different assumptions. Third, the rankings are based on regression analysis and easy to compute. Fourth, we can easily use these performance measures in the design of an optimal basket of hedge funds. Finally, we can use the performance measures to partition the set of funds into homogenous segments.     

Do mutual funds have information advantage? Evidence from seasoned equity offerings in China

By integrating the literature on institutional investors with that on seasoned equity offerings (SEOs), this paper investigates the role played by mutual funds around SEO announcements in China. To the extent that shareholdings already held by mutual funds in a firm prior to the firm's SEO issuance represent funds' information advantage, our first finding suggests a positive association between such information advantage and funds' decision to participate in certain SEOs. Second, we find that certain SEO firms that have attracted fund participation at issuance outperform peer firms without fund involvement when performance is proxied for by accounting-based measures. Collectively, our findings are consistent with the notion that mutual funds have an information advantage over other types of investors, and such an advantage would allow them to be able to invest in the “right” SEOs.     

Mutual Fund Tax Clienteles

Mutual funds are held by investors in taxable and tax‐qualified retirement accounts. We investigate whether the characteristics, investment strategies, and performance of mutual funds held by these diverse tax clienteles differ. Examining both mutual fund distributions and mutual fund holdings, we find that funds held primarily by taxable investors choose investment strategies that result in lower tax burdens than funds held primarily in tax‐qualified accounts. Despite these differences, we find no evidence that any investment constraints that may arise from these tax‐efficient investment strategies result in performance differences between funds held by different tax clienteles.     

The Predictability of Managerial Heterogeneities in Mutual Funds

Using a sample of Chinese mutual funds, we empirically assess how managerial heterogeneity affects mutual fund performance. We find that funds with higher manager fixed effects outperform those with lower manager fixed effects by 2% per year. We also note that fund performance improves after managers with higher fixed effects are hired. The results are consistent with the notion that manager fixed effects are associated with managerial innate ability. Finally, we find that investors pay attention to managerial attributes beyond the traditional performance measures, providing supporting evidence for the rational explanation of convex flow‐performance sensitivity in the literature.     

The Relation between Price and Performance in the Mutual Fund Industry

Gruber (1996) drew attention to the puzzle that investors buy actively managed equity mutual funds, even though on average such funds underperform index funds. We uncover another puzzling fact about the market for equity mutual funds: Funds with worse before-fee performance charge higher fees. This negative relation between fees and performance is robust and can be explained as the outcome of strategic fee-setting by mutual funds in the presence of investors with different degrees of sensitivity to performance. We also find some evidence that better fund governance may bring fees more in line with performance.     

Can investors benefit from the performance of alternative UCITS funds?

We study the performance persistence of alternative UCITS funds, which are a hybrid between mutual funds and hedge funds. Persistence is gauged by alternative measures of performance and risk. Based on contingency tables, we find that performance persists for up to 2 years following ranking. However, persistence is stronger in the short run, and ranked portfolio tests indicate that investors can benefit from persistence for only up to 1 year. The evidence for persistence in risk is ambiguous. We link fund characteristics to performance persistence and find that offshore hedge fund experience enhances persistence. Our results are robust against survivorship bias and other potential database biases.     

The Corporate Governance Premium,Returns, and Mutual Funds

Mutual funds with a preference for strong corporate governance (CG) have performance similar to mutual funds with a preference for weak CG. We find a direct relation between overall mutual fund CG preference and the corporate governance premium (CGP). Furthermore, the investment preferences of mutual funds forecast the change in the CGP. We provide evidence that the investment activities of institutional investors can affect stock performance, and that shifts by institutional investors in CG preference impact the appearance of the CGP.     

On the characteristics and performance of long-short, market-neutral and bear mutual funds

We evaluate the return performance of long-short, market-neutral and bear mutual funds using multi-factor models and a conditional CAPM that allows for time-varying risk. Differences in the bearish posture of these mutual funds result in different performance characteristics. Returns to long-short mutual funds vary with the market, returns to market-neutral mutual funds are uncorrelated with the market and returns to bear mutual funds are negatively correlated. Using the conditional CAPM we document significant changes in the market-risk exposure of the most bearish of these funds during different economic climates. We then assess the flow-performance relationship for up to 60 months following up and down markets and find that investors direct flows towards market-neutral and bearish funds for several months after down markets. Market-neutral funds provide a down market hedge, but bear funds do not generate the returns that investors hope for.     

Evaluating the Performance of International Mutual Funds

In this paper, we examine the performance of a sample of fifteen U.S.-based internationally diversified mutual funds between 1982 and 1988. Two performance measures are used, the Jensen measure and the positive period weighting measure proposed by Grinblatt and Titman. We find no evidence that the funds, either individually or as a whole, provide investors with performance that surpasses that of a broad, international equity index over this sample period.     

Exploiting International Stock Market Correlations with Open-end International Mutual Funds

Investors can exploit the correlations between international stock markets by trading no-load, open-end, international mutual funds. These investors in effect cheat passive investors because they buy the mutual funds at their net asset values, which do not reflect information released during the US trading day. The strategy we examine yields an annual rate of return 800 basis points above the S&P500, over a period of almost eight years.     

Reputation stretching in mutual fund starts

This study examines the role of reputation stretching in the context of mutual funds. We show that the reputation stretching strategy increases net fund inflows to new funds run by well-performing fund managers and yields a net increase of fund inflows to fund families. Reputable fund managers exhibit one-year performance persistence for managing new funds, which can help investors assess managers when selecting funds. We also find that the decrease in information asymmetry associated with managerial reputation benefits investors by leading to an increase in new fund returns in the short run, compared to those of new funds run by managers without track records. Overall, the reputation stretching strategy benefits both investors, by reducing information asymmetry and improving investment returns, and fund families, by increasing net fund inflows to new equity funds.     

Convenience in the mutual fund industry

I examine the role of convenience in the mutual fund industry. I find that investors pay more for relatively convenient funds, and that the flows to convenient funds are less responsive to performance. These findings suggest that investors do not evaluate mutual funds independently, but rather that investors select a primary fund, likely based on beliefs about managerial ability, and then select funds which are relatively convenient to this primary fund.     

AN EMPIRICAL ANALYSIS OF MUTUAL FUND EXPENSES

Mutual fund investors are subjected to many fees and expenses related to both the management of the fund assets and the sale and distribution of the fund's shares. In recent years these expenses have increased as a percentage of assets. The preoccupation of mutual fund investors with using performance evaluation as a selection criterion is misguided because of the volatility of investment returns. Whether the fund's performance is due to superior management or just good luck is difficult to determine. On the other hand, mutual fund expenses are stable. As such, the mutual fund investor should pursue a policy of choosing funds with low expenses. In this paper we conduct an empirical analysis of these expenses. The results of our analysis of equity funds suggest that expense-conscious investors should look at the fund size, age, turnover ratio, cash ratio, and existence of a 12b-1 fee as key determinants of expenses. Our analysis of bond funds suggests that the key factors are the fund's sales charge, weighted average maturity, size, and existence of a 12b-1 fee.     

Selling winners, holding losers: Effect on fund flows and survival of disposition-prone mutual funds

Recent studies suggest that presence of a disposition effect in a large subset of investors can create stock mispricings, which has serious implications for market efficiency. We examine whether US equity mutual funds are disposition-prone, how that effect influences performance, investor flows and fund survival, and whether the disposition orientation of mutual funds affects stock prices in a sustained manner.We find that about 30% of all funds exhibit some degree of disposition behavior and that such funds underperform funds that are not disposition-prone by 4-6% per year. Moreover, after controlling for performance, tax overhang and other factors that potentially affect flows, disposition-prone funds attract significantly smaller flows than other funds. The results suggest that mutual fund investors are smart enough to minimize investment in disposition-prone funds. Consequently, disposition-prone funds have significantly higher rates of failure than other funds, thereby reducing the impact of such trading behavior on security prices.     

Why Do Investors Hold Socially Responsible Mutual Funds?

To understand why investors hold socially responsible mutual funds, we link administrative data to survey responses and behavior in incentivized experiments. We find that both social preferences and social signaling explain socially responsible investment (SRI) decisions. Financial motives play less of a role. Socially responsible investors in our sample expect to earn lower returns on SRI funds than on conventional funds and pay higher management fees. This suggests that investors are willing to forgo financial performance in order to invest in accordance with their social preferences.     

中国公募基金挖掘了股票市场异象吗？

公募基金是我国重要的机构投资者之一,分析其投资逻辑对理解机构投资者行为和公募基金的选择至关重要。基于2005年至2019年主动管理偏股型开放式基金数据,本文检验了公募基金对A股市场87个异象因子的挖掘。为解决因子维度过大问题,本文采用非参方法从87个异象因子中提取有效信息的综合指标A-Score,并根据基金持仓构建基金的异象投资指标AIM(Anomalies Investing Measure)。结果显示:(1)中国公募基金挖掘了市场异象;(2)利用AIM可以选择表现更好的基金,并能获得0.45%的月度多空组合收益;(3)基金经理的选股能力、风格选择能力和风控能力是其挖掘异象收益的主要来源;(4)异象挖掘可以为基金带来长期资金流,同时也缓和了市场的错误定价。     

Mutual fund advertising: Should investors take notice?

This research investigates the relationship between advertising, quality, and price in the mutual fund market, considering both equity and fixed income funds. The research considers these relationships based on the results for a time period following the advertisement. Given the complexity of the mutual fund purchase decision for investors, this research provides an initial investigation into whether investors can infer mutual fund quality and price from the presence of mutual fund advertising. Post-advertising period results show a negative relationship between advertising and fund quality, indicating that previously advertised funds exhibit weaker performance than nonadvertised funds. During the post-advertisement period, both equity and fixed income funds exhibit lower expenses (ie, price) than nonadvertised funds. These research findings and implications for theory are discussed.     

International Real Estate Mutual Fund Performance: Diversification or Costly Information?

We investigate the net effect between diversification benefit and information cost of international real estate mutual funds from three dimensions: whether investors can benefit from investing in international real estate mutual funds, whether managers of international real estate mutual funds possess superior market knowledge and timing abilities, and whether investors are motivated by returns or diversification. Our findings are threefold. First, the results show that international real estate mutual funds perform better and are less risky than domestic real estate mutual funds before Jun 2007. That is, diversification benefits outweigh the information costs, and investors therefore gain from investing in international real estate mutual funds. However, the benefit is reduced because of the economic shock of sub-prime financial crisis. Second, on average, neither international mutual fund managers nor domestic mutual fund managers possess market timing abilities. Finally, we find that fund flows are driven by investors’ return-chasing behaviors and fund size, but not by diversification purpose.