Rehabilitating the role of active management for pension funds

Pension fund returns can be decomposed into different sources, including market movements, asset allocation policy, and active portfolio management. We use a unique database covering the asset allocations of US defined-benefit pension funds for the period 1990–2008, and we test the role of each factor in explaining their returns. Our results shed new light on pension funds’ sources of performance. While the previous literature emphasized that policy allocation accounts for the bulk of returns, leaving little room for active management, we show that taking explicit account of market movement can change the results significantly. Although active management plays a minor role in global asset allocation, its role is predominant in explaining returns to individual asset classes, whether traditional or alternative. This paper rehabilitates the contribution of active management as a source of performance for pension funds, at least at the asset class level.     

The Performance,Asset Allocation,and Investment Style of International Equity Managers

This paper evaluates the performance of 114 international equity managers over the January 1988–December 1997 period. Performance tests are conducted using Sharpe (1966) and Jensen (1968) performance methodologies. The managers are divided into mutual fund (n=54) and separately managed fund (n=60) investment management categories. Each management category is further divided by foreign and world (global) investment objectives. Three major findings are reported. First, international equity managers, on average, were unable to outperform the MSCI World market proxy during the sample period. However, world managers did perform better than their foreign counterparts. Second, geographic asset allocation and equity style allocation decisions enhanced the performance of international managers during the sample period. Third, separately managed funds outperformed mutual funds during the period studied when mutual fund returns are measured net of management fees. The apparent managed performance advantage abates, however, when mutual fund returns are adjusted to include management fees. Thus, we find no significant difference in the performance of the management categories when returns are measured gross of fees.     

封闭式基金的投资风格的实证研究——以动态的视角

本文回顾了Sharpe(1992)的资产因子回归模型,并用于分析我国的封闭式基金的投资风格。研究发现,样本基金中实际投资风格偏离了宣称的投资风格,同一个基金投资风格前后不一致,而且样本基金存在着投资风格趋同的现象。而且通过动态的视角,说明了该模型被忽略的价值。     

The alpha and omega of fund of hedge fund added value

In spite of a somewhat disappointing performance throughout the crisis, investors are showing interest in hedge funds. Still, funds of hedge funds keep on experiencing outflows. Can this phenomenon be explained by the failure of fund of hedge fund managers to deliver on their promise to add value through active management, or is it symptomatic of a move toward greater disintermediation in the hedge fund industry? We introduce a return-based attribution model allowing for a full decomposition of fund of hedge fund performance. The results of our empirical study suggest that funds of hedge funds are funds of funds like others. Strategic allocation turns out to be a crucial step in the investment process, in that it not only adds value over the long-term, but most importantly, it brings resilience precisely when investors need it the most. Fund picking, on the other hand, turns out to be a double-edged sword.     

基金网络能够提高投资绩效吗？

基金网络在金融市场的信息流动中发挥着重要作用。本文利用基金共同持股关系构建了一个有效的基金网络数据集,以中国资本市场股票型基金2005-2018年季度数据为研究样本,考察基金网络是否以及如何影响投资绩效。结果表明,基金在基金网络中越处于网络中心地位,基金的投资绩效越高。使用基金家族网络作为工具变量缓解内生性偏误后,基金网络仍然对投资绩效具有显著的正向影响。进一步地,本文考察了基金网络影响投资绩效的渠道,结果表明,基金网络主要通过提高基金的选股技能、资产配置技能和管理技能影响投资绩效。最后,本文考察了基金网络对基金市场份额的影响,研究发现基金网络会显著提高基金的市场份额,对基金在市场上的占有率有积极的正向影响。     

从2000年基金年报信息追溯基金研究中心的三个问题

本文从三个方面对2000年基金年报信息进行了剖析。第一，从多角度对33只证券投资基金进行分类的结果表明，最能体现基金业绩与投资风格差异度的分类方法不是基金的投资目标而是基金管理公司。基金管理公司内部的资源共享是造成这一现象的原因。第二，指数型基金在2000年的表现尚不尽人意，投资理念亦不清晰。第三，保险公司选择基金的标准相当理性，注重基金的分红市价比、夏普指数、资产净值收益率几项指标，其选择的正确性亦得到2000年基金业绩的证实。     

Fund selection,style allocation,and active management abilities: Evidence from funds of hedge funds’ holdings

This study examines whether funds of hedge funds (FOHFs) provide superior before-fee performance through managers’ fund selection, style allocation, and active management abilities. Using reported holdings of Securities and Exchange Commission–registered FOHFs, we find that FOHF managers have fund selection abilities, as hedge funds held by FOHFs outperform their style indices and over half of the individual hedge funds in the Lipper Trading Advisor Selection System (TASS) database. We also find that FOHF managers add value through active management of FOHFs’ holdings, while evidence on their style allocation abilities is mixed. Our findings suggest that FOHFs generate superior before-fee performance and that FOHF managers’ skillset is broader than previously documented. Thus, our study helps explain why FOHFs continue to survive and suggests that FOHF fee structure reform merits consideration.     

Asset–liability modelling and pension schemes: the application of robust optimization to USS

This paper uses a novel numerical optimization technique – robust optimization – that is well suited to solving the asset–liability management (ALM) problem for pension schemes. It requires the estimation of fewer stochastic parameters, reduces estimation risk and adopts a prudent approach to asset allocation. This study is the first to apply it to a real-world pension scheme, and the first ALM model of a pension scheme to maximize the Sharpe ratio. We disaggregate pension liabilities into three components – active members, deferred members and pensioners, and transform the optimal asset allocation into the scheme's projected contribution rate. The robust optimization model is extended to include liabilities and used to derive optimal investment policies for the Universities Superannuation Scheme (USS), benchmarked against the Sharpe and Tint, Bayes–Stein and Black–Litterman models as well as the actual USS investment decisions. Over a 144-month out-of-sample period, robust optimization is superior to the four benchmarks across 20 performance criteria and has a remarkably stable asset allocation – essentially fix-mix. These conclusions are supported by six robustness checks.     

The low return distortion of the Sharpe ratio

This article formalizes the undesirable property of the Sharpe ratio that a fund with a certain poor performance can increase its Sharpe ratio in a prospective period by generating a sufficiently negative excess return. Specifically, we set out the conditions that a fund must meet to be exposed to this kind of effect. Furthermore, we provide a formal statement of the excess return value that needs to be deceeded to obtain a higher Sharpe ratio. In an empirical application, we investigate the practical relevance of this kind of distortion. We find that an economically significant number of funds listed in the CISDM hedge fund database have at least once reported a sufficiently negative return, causing an increased Sharpe ratio fund performance.     

Equilibrium prices in the presence of delegated portfolio management

This paper analyzes the asset pricing implications of commonly used portfolio management contracts linking the compensation of fund managers to the excess return of the managed portfolio over a benchmark portfolio. The contract parameters, the extent of delegation, and equilibrium prices are all determined endogenously within the model we consider. Symmetric (fulcrum) performance fees distort the allocation of managed portfolios in a way that induces a significant and unambiguous positive effect on the prices of the assets included in the benchmark and a negative effect on the Sharpe ratios. Asymmetric performance fees have more complex effects on equilibrium prices and Sharpe ratios, with the signs of these effects fluctuating stochastically over time in response to variations in the funds' excess performance.     

Market timing: A global endeavor

This paper employs daily fund and index data, the classical Treynor and Mazuy timing model, and two multi-factor extensions to measure the market timing ability of global asset allocation funds. These funds differ from traditional global or international funds in that they face fewer investment constraints and are known to actively shift funds across a wide variety of asset classes. When using the classical Treynor and Mazuy timing models, I find evidence of poor market timing ability. However, this evidence disappears when timing ability is examined using two multi-factor models. The results from Treynor and Mazuy are spurious since both multi-factor extensions do a much better job in explaining the variation in average fund returns.     

Favoritism in Mutual Fund Families? Evidence on Strategic Cross‐Fund Subsidization

We investigate whether mutual fund families strategically transfer performance across member funds to favor those more likely to increase overall family profits. We find that “high family value” funds (i.e., high fees or high past performers) overperform at the expense of “low value” funds. Such a performance gap is above the one existing between similar funds not affiliated with the same family. Better allocations of underpriced initial public offering deals and opposite trades across member funds partly explain why high value funds overperform. Our findings highlight how the family organization prevalent in the mutual fund industry generates distortions in delegated asset management.     

Do active fund managers care about capital gains tax efficiency?

This study investigates the tax efficiency of actively managed equity funds by conducting a previously unaddressed natural experiment. Specifically, we examine whether asset sales were timed to take advantage of the introduction of a substantial discount to realized capital gains when the holding period was at least 1 year. Institutional equity fund management in Australia is principally focused on the pre-fee and pre-tax performance surveys of leading asset consultants. Given this industry setting, our study is important because tax efficiency is not accounted for directly in the reported performance numbers, and is thus opaque. We find that active fund managers overall have significantly increased the proportion of long-term capital gains realized after the change in taxation code, although there are significant variations across funds. We also find that active fund managers realize more long-term gains on both large capitalization and low volatility stocks.     

Momentum investing and the asset allocation decision

This study examines the active asset allocation decisions of Australian multisector fund managers to determine whether active fund managers engage in momentum strategies. We find evidence supporting the existence of momentum investing in active asset allocation strategies. This evidence exists in the Australian Equities, Australian Fixed Interest and Listed Property asset classes. Interestingly, balanced funds adopt contrarian strategies in the International Equities asset class. We also examine whether there is any association between a fund's market timing skill and the execution of momentum strategies. Our results show that fund managers with no market timing skill are momentum investors.     

Does the choice of performance measure influence the evaluation of hedge funds?

The Sharpe ratio is adequate for evaluating investment funds when the returns of those funds are normally distributed and the investor intends to place all his risky assets into just one investment fund. Hedge fund returns differ significantly from a normal distribution. For this reason, other performance measures for hedge fund returns have been proposed in both the academic and practice-oriented literature. In conducting an empirical study based on return data of 2763 hedge funds, we compare the Sharpe ratio with 12 other performance measures. Despite significant deviations of hedge fund returns from a normal distribution, our comparison of the Sharpe ratio to the other performance measures results in virtually identical rank ordering across hedge funds.     

My global fund portfolio is not yours: the effect of home bias on European- and US-managed convertible bond fund exposures

This paper shows that global convertible bond funds (CBFs) and their resulting equity-bond exposures are regionally biased. Global bond fund managers display home bias, resulting in CBFs that are not only tilted towards the home market but also reflect the different bond-equity exposures of European and US convertibles. More specifically we find that global funds managed by a European asset management firm are more bond-like than global funds managed by a US-based asset manager. Hence, investors have to account for the asset management company's origin to avoid that the performance of the fund and its correlation with other assets is not in line with investor's ex ante expectations about globally managed portfolios. Our results also indicate that for investors of European-based CBFs this home bias has resulted in an ex post opportunity cost up to 1.38% per year, depending on the sample period.     

Asset Allocation and Selectivity of Asian Mutual Funds During Financial Crisis

This paper evaluates the ability of US-based Asian mutual fund managers in coping with the 1997 Asian financial crisis. We find that the actively managed mutual funds under-perform with respect to the market portfolio by 1.71% in average monthly return. Such poor performance is caused by fund managers' relative weakness in country selection as well as in stock picking. Fund managers are also found to be more skillful in picking the correct market when the market is going up than going down. Our results are consistent with the literature that asset allocation in Asian mutual funds is a dominating factor relative to selectivity in explaining fund returns during the financial crisis. In addition, there exists a negative relation between asset allocation ability and selectivity of fund managers.     

Gender,style diversity,and their effect on fund performance

This paper examines the performance of 358 European diversified equity mutual funds controlling for gender diversity. Fund performance is evaluated against funds’ designated market indices and representative style portfolios. Consistently with previous studies, proper statistical tests point to the absence of significant differences in performance and risk between female and male managed funds. However, perverse market timing manifests itself mainly in female managed funds and in the left tail of the returns distribution. Interestingly, at fund level there is evidence of significant overperformance that survives even after accounting for funds’ exposure to known risk factors. Employing a quantile regression approach reveals that fund performance is highly dependent on the selection of the specific quantile of the returns distribution; also, style consistency for male and female managers manifests itself across different quantiles. These results have important implications for fund management companies and for retail investors’ asset allocation strategies.     

Asset value management in the Portuguese real estate sector

This paper analyzes whether real estate investment fund managers use asset valuation discretion strategically to achieve financial reporting objectives. Portuguese real estate investment funds represent a unique opportunity to investigate executive behavior regarding accounting choice, as fund managers may choose to use historical cost, fair value or a mixed system (historical cost with internal revaluations) to value fund properties. We also investigate the factors that influence this strategic behavior. Empirical results confirm that fund managers manage asset valuations in order to avoid net asset value declines, particularly in a period of financial distress. We also observe that funds with a higher level of past unconditional conservatism are more likely to manage asset values. With respect to corporate governance issues, we conclude that audit quality reduces managerial discretion and that the conflicts that may arise between fund management company shareholders and fund participants due to management fees do not seem to have impact on fund managers’ opportunistic behavior.     

HOW SHOULD PENSION FUNDS MANAGE RISK?

Despite recent advances in risk management techniques, pension funds are still struggling with the concept of risk and with the practical challenges of managing and measuring it in useful ways. This article addresses this problem by showing that pension fund managers must manage two types of risk that affect a pension fund balance sheet's funded ratio. The most important of the two is asset policy risk, which arises from the choice of an asset mix policy that does not match the accrued pension liabilities. The other risk results from the decision to implement the chosen asset mix using active rather than passive management strategies.
This article shows how both types of risk can be measured and managed through an adapted value at risk (VAR) metric: the funded ratio VAR. A study of the performance of 98 pension funds during the period 1992–1995 shows that the funds were adequately compensated, on average, for taking on the policy risk, but not for implementation risk.