Do Hot Hands Exist among Hedge Fund Managers? An Empirical Evaluation

In measuring performance persistence, we use hedge fund style benchmarks. This allows us to identify managers with valuable skills, and also to control for option-like features inherent in returns from hedge fund strategies. We take into account the possibility that reported asset values may be based on stale prices. We develop a statistical model that relates a hedge fund's performance to its decision to liquidate or close in order to infer the performance of a hedge fund that left the database. Although we find significant performance persistence among superior funds, we find little evidence of persistence among inferior funds.     

Behavioural analysis of socially responsible investment managers: specialists versus non-specialists

We analyse the performance and performance persistence of US socially responsible investment (SRI) managers from a managers’ perspective, differentiating between specialist managers (only running SRI mutual funds) and non-specialists (running SRI and conventional mutual funds). We find that the SRI fund nature has a significantly negative influence on the non-specialist performance. Furthermore, top managers of both groups persistently outperform SRI funds. However, non-specialist managers obtain superior performance to specialist managers, perhaps because of learning synergies in both fund niches. Results also show more persistence with non-specialists, especially with regard to conventional mutual funds.     

MUTUAL FUND PERFORMANCE PERSISTENCE AND COMPETITION: A CROSS‐SECTOR ANALYSIS

Existing work on mutual fund performance persistence obtains diverse results, depending on the group of funds studied. We examine whether performance persistence within a peer group of competing mutual funds depends on the group's composition. The U.K. mutual fund industry is ideal for such an examination because funds compete within strictly defined sectors. We consider several attributes related to the intensity of competition within a sector and use them to explain sector‐level persistence. We find robust evidence that persistence is higher in sectors where concentration of assets under management is higher.     

Picking funds with confidence

We present a new approach to selecting actively managed mutual funds that uses both portfolio holdings and fund return information to eliminate funds with predicted inferior performance through a sequence of pairwise fund comparisons. Our methodology determines both the number of skilled funds and their identities, and locates funds with substantially higher risk-adjusted returns than those identified by conventional alpha-ranking methods. We find strong evidence of time-series variation in both the number of funds identified as superior using our approach, as well as in their performance across different economic states.     

Persistence in Portuguese mutual fund performance

Recent evidence suggests that future performance is predictable from past performance, that is, funds with superior (inferior) performance in the past are likely to remain good (bad) performers in the future. This research addresses the persistence of mutual fund performance in a European regional market (the Portuguese equity fund market). Some of the problems in evaluating fund persistence are identified in the context of limited sample size and using the peer group median as a benchmark for contingency table analysis of performance persistence. The criteria for assessing performance persistence based on the contingency table methodology of repeated winners and losers are presented in terms of significance statistics, adjusted for small sample bias. The adjustments are accomplished through the Yates continuity correction and Fisher's exact p-value. The appropriateness of each criteria under different circumstances is also discussed. The analysis of the returns of all Portuguese domestic equity funds, since a representative number was established, shows some performance persistence (on a quarterly basis). The persistence, however, is reduced when the returns are controlled for the various dimensions of risk. Significant risk persistence has been documented. Furthermore, for more or less frequent intervals of measurement, the industry persistence is rejected, although individual funds exhibit superior/inferior performance.     

The persistence of European mutual fund performance

This paper examines the performance and persistence in performance of style-consistent European equity mutual funds between 1988 and 2010. Using a large survivorship bias-free sample for six European countries, we document strong evidence of persistence in benchmark-adjusted returns over 1-year time periods as well as over longer periods. We find statistically and economically significant performance persistence for time horizons of up to 36 months, although persistence is much more pronounced for the top and bottom performers. Thus, past performance of European mutual funds have explanatory power for future performance and investors can obtain useful evidence from past performance data.     

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 company you keep: Investment adviser clientele and mutual fund performance✰

This study examines how the composition of an investment adviser's client base (identified via Form ADV filings) relates to the performance of its mutual funds. Investment advisers catering to institutional clients realize statistically and economically superior risk-adjusted mutual fund performance relative to retail-oriented advisers. Subsequent tests identify the channel(s) responsible for the relationship. The evidence is consistent with both a governance mechanism (i.e., Evans and Fahlenbrach 2012) as well as inefficiencies stemming from the costly search mechanism of Gârleanu and Pedersen's (2018) model for asset management. The results suggest that institutional clients can identify better performing investment managers, particularly in market segments where retail mutual fund investors face higher search costs.     

On the short-term persistence of mutual fund performance in Europe

In this article, we examine the short-term persistence in mutual fund performance in the main European markets between January 1990 and December 2022. The mutual fund industry in Europe has experienced significant growth in recent years as a consequence of the integration of its markets. However, the European mutual fund industry is still an unexplored area of research with only a small number of significant studies compared to the US industry. Using a sample of daily survivorship bias-free data on the five most important European mutual fund countries, which includes 2734 mutual funds across all countries, we find statistically significant persistence in the post-ranking quarter across different performance models for all countries. This evidence is present across all deciles including the top-decile and bottom-decile mutual funds. Further, we also extend our analysis to high inflation periods.     

Do machines beat humans? Evidence from mutual fund performance persistence

We study the performance persistence of quantitative actively managed US equity funds. We show that the persistence of quantitative funds originates from poor performers and that there are reversals at the top of the performance scale, which is no different from the widely accepted evidence in the mutual fund literature. When testing for differences in performance persistence between quantitative and non–quantitative funds, we find no differences for poorly performing funds, but we observe significantly more reversals for quantitative funds at the top of the performance distribution. We also find that the differences in performance persistence are not explained by differences in flow–induced incentives to generate alpha, as there is no heterogeneity in investors preferences when allocating capital to these funds. Overall our results are consistent with machines having less skill than their human counterparts.     

Mutual Fund Performance: Evidence from the UK

This paper uses a large sample containing the complete return histories of 2300 UK open-ended mutual funds over a 23-year period to measure fund performance. We find some evidence of underperformance on a risk-adjusted basis by the average fund manager, persistence of performance and the existence of a substantial survivor bias. Similar findings have been reported for US equity mutual funds. New findings not previously documented for other markets include evidence that mutual fund performance varies substantially across different asset categories, especially foreign asset categories. We also identify some new patterns in performance related to the funds' distance from their inception and termination dates: underperformance intensifies as the fund termination date approaches, while, in contrast, there is some evidence that funds (weakly) outperform during their first year of existence.     

Reputation and performance fee effects on portfolio choice by investment advisers

This paper examines a two-period model of investment management. Investors reallocate their wealth between two mutual funds managed by different investment advisers after observing the performance of each adviser in the first period. A reputation effect causes one adviser to choose a portfolio in the first period that is extreme given his private information about asset returns. Extreme portfolios are costly for risk-averse advisers and investors because mutual funds are riskier than in one-period or single-adviser settings. Adoption of a performance fee mitigates undesirable reputation effects and results in superior ex ante payoffs to investors.     

Selecting Australian equity superannuation funds: A retail investor's perspective

In this performance persistence study, two questions are addressed. First, what is the relationship between past fund returns and future performance? Secondly, does a ’hot hand‘ fund selection system deliver economically significant returns to investors? Using a sample of Australian equity superannuation funds over the 1990s, the answers from this study are as follows: on a raw and risk-adjusted return basis the authors find evidence of mean reversion, with prior annual performance having little influence on future fund return. Selecting funds based on a persistence strategy resulted in underperformance of industry and passive returns for the retail superannuation investor over the sample period. The findings of the study have serious implications for financial planning advisers who market superannuation funds based on past performance. The results suggest that previous annual performance has little influence on future returns.     

Conditioning manager alphas on economic information: another look at the persistence of performance

This article presents evidence on persistence in the relativeinvestment performance of large, institutional equity managers.Similar to existing evidence for mutual funds, we find persistentperformance concentrated in the managers with poor prior-periodperformance measures. A conditional approach, using time-varyingmeasures of risk and abnormal performance, is better able todetect this persistence and to predict the future performanceof the funds than are traditional methods.     

Mutual fund performance when parent firms simultaneously manage hedge funds

This study examines the performance of mutual funds managed by firms that simultaneously manage hedge funds. We find that the reported returns of mutual funds in these “side-by-side” associations with hedge funds significantly underperformed those of mutual funds that shared similar fund and family characteristics but differed in that they were not affiliated with hedge funds. Digging deeper into performance, we find that the underperformance was confined to return gaps, a return measure that captures the impact of unobservable managerial actions. Interestingly, mutual funds with investment styles that were most closely aligned to affiliated hedge funds generated reported-return alphas and return gaps that underperformed by the greatest amount. Finally, we find that side-by-side mutual funds received less of a contribution to performance from IPO underpricing than similar unaffiliated mutual funds or affiliated hedge funds. Evidence does not support the hypothesis that affiliations with hedge funds allow side-by-side mutual funds to attract superior stock-picking talent. Our evidence does not allow us to rule out the possibility that management firms maximized fee income by strategically transferring performance from mutual funds to hedge funds.     

The performance of US bond mutual funds

We evaluate the performance of the US bond mutual fund industry using a comprehensive sample of bond funds over a long time period from January 1998 to February 2017. In this one study, we examine bond fund selectivity, market timing and performance persistence. We evaluate bond funds relative to their self-declared benchmarks and in terms of both gross-of-fee returns and net-of-fee returns. We document considerable abnormal performance among funds both to the fund (gross returns) and to the investor (net returns). Bond fund performance is found to be superior in the post financial crisis period. However, past strong performance cannot be relied upon to predict future performance. Finally, while some funds exhibit market timing ability; we find a predominance of negative market timing among US bond mutual funds.     

The Persistence of Mutual Fund Performance

This paper analyzes how mutual fund performance relates to past performance. These tests are based on a multiple portfolio benchmark that was formed on the basis of securities characteristics. We find evidence that differences in performance between funds persist over time and that this persistence is consistent with the ability of fund managers to earn abnormal returns.     

The Performance Persistence of Closed-End Funds

The purpose of this study is to extend the research on mutual fund performance persistence to net asset value and market price performance of domestic closed‐end funds. While research has assessed the performance persistence of open‐end mutual funds, it has not assessed the performance persistence of closed‐end funds. Yet, the unique characteristics of closed‐end funds allow stronger arguments for their persistence than the arguments previously submitted for open‐end mutual funds. The results show evidence for risk‐adjusted performance persistence.     

What determines fund performance persistence? International evidence

We study performance persistence across a global sample of equity mutual funds from 27 countries. In contrast to the existing U.S.‐based evidence, we find that net performance persistence is present in the majority of fund industries, suggesting that fund manager skill is commonplace rather than a rarity. Consistent with the intuition that more competition in the mutual fund industry makes remaining a winner fund less likely but keeping a loser fund at the bottom of the performance ranks more probable, we show that competitiveness explains the cross‐sectional variation in performance persistence.     

New Zealand mutual funds: measuring performance and persistence in performance

The present study investigates the performance of New Zealand mutual funds using a survivorship‐bias controlled sample of 143 funds for the period of 1990–2003. Our overall results suggest that New Zealand mutual funds have not been able to provide out‐performance. Alphas for equity funds, both domestic and international, are insignificantly different from zero, whereas balanced funds underperform significantly. There is no evidence of timing abilities by the fund managers. In the short term, significant evidence of return persistence for all funds is observed. This persistence, however, is driven by ‘icy hands’ rather than ‘hot hands’. Finally, we find the risk‐adjusted performance for equity funds to be positively related to fund size and expense ratio and negatively related to load charges.