31-03-2017 · 因子投資挑戰

Factor investing challenges: unintended sector biases

Factor-based allocation has become increasingly popular in recent years. But how to implement it in practice still remains a puzzle for many investors. Two pitfalls which must be avoided are unintended sector biases and excessive concentration on a particular sector.

Factor-based investing has gained considerable traction over the past decade. Concepts such as ‘factor premiums’ or ‘smart beta’ have become popular buzzwords, and now appear frequently in mainstream financial media. Prominent institutional investors have also publicly embraced allocation to well-documented factors. But despite growing awareness as to the potential benefits, many still struggle with how to put such strategies into practice in their portfolios.

In the previous article in this series, which is dedicated to the major challenges investors face in factor investing, we advocated a comprehensive and balanced approach in terms of exposure to different premiums. Because factors can clash with each other and are virtually impossible to time effectively, investors must avoid any excessive or undesired exposure to individual premiums.

The same is true for geographic regions, countries and business sectors, as well as individual stock exposures. Portfolio construction processes that focus solely on factor premiums can lead to significant, unintended biases, especially in terms of sectors. In a recent whitepaper1, researchers from the Scientific Beta/EDHEC-Risk Institute showed that portfolios targeting greater factor exposure also tend to focus heavily on a limited number of industries, and concentrate on fewer sectors overall.

For example, a strategy designed to capture the momentum premium without taking into consideration any other element, may rapidly lead to excessive concentration of the portfolio on a small number of industries that may be in vogue at the time. As a result, sector-specific developments can significantly undermine overall performance.

Concentration risk is especially important for generic factor-based strategies, particularly when they rely on the replication of popular smart beta indices. Many of these products do not have explicit concentration limits. The S&P 500 Low-volatility index is a good example. There are no constraints on sector weights, which can lead to huge concentrations. As a result, in December 2012, around 60% of this index was invested in only two sectors: utilities and consumer staples.

Efficient factor strategies must integrate strict but workable concentration rules

Classic diversification still matters

Investors take this issue very seriously. In fact, a FTSE Russell survey carried out in 2016 suggested that avoiding unintended sector biases ranked third among investor concerns regarding factor allocation.

Although the focus should remain on optimizing exposure to relevant factors, the merits of broad diversification across a varied selection of securities should not be forgotten. Robeco’s in-house research shows that adding constraints on sector weights to an unconstrained portfolio reduces concentration risk while not significantly altering returns, at least to a degree. At a certain point, however, concentration limits start to have a negative effect on performance.

As a result, there is a converse relationship between the return/risk ratio of a portfolio and concentration levels, as measured by the allowed active weight for regions, countries, sectors, size groups or single stocks. This means that an optimal level of concentration exists that must be taken into account by investors.

Efficient factor strategies should therefore not only focus on maximizing exposure to premiums, but should also prevent unintended geographic or sector biases, as well as undue concentration on some single stocks or sub-segments of the financial markets.

免責聲明

本文由荷宝海外投资基金管理(上海)有限公司(“荷宝上海”)编制, 本文内容仅供参考, 并不构成荷宝上海对任何人的购买或出售任何产品的建议、专业意见、要约、招揽或邀请。本文不应被视为对购买或出售任何投资产品的推荐或采用任何投资策略的建议。本文中的任何内容不得被视为有关法律、税务或投资方面的咨询, 也不表示任何投资或策略适合您的个人情况, 或以其他方式构成对您个人的推荐。 本文中所包含的信息和/或分析系根据荷宝上海所认为的可信渠道而获得的信息准备而成。荷宝上海不就其准确性、正确性、实用性或完整性作出任何陈述, 也不对因使用本文中的信息和/或分析而造成的损失承担任何责任。荷宝上海或其他任何关联机构及其董事、高级管理人员、员工均不对任何人因其依据本文所含信息而造成的任何直接或间接的损失或损害或任何其他后果承担责任或义务。 本文包含一些有关于未来业务、目标、管理纪律或其他方面的前瞻性陈述与预测, 这些陈述含有假设、风险和不确定性, 且是建立在截止到本文编写之日已有的信息之上。基于此, 我们不能保证这些前瞻性情况都会发生, 实际情况可能会与本文中的陈述具有一定的差别。我们不能保证本文中的统计信息在任何特定条件下都是准确、适当和完整的, 亦不能保证这些统计信息以及据以得出这些信息的假设能够反映荷宝上海可能遇到的市场条件或未来表现。本文中的信息是基于当前的市场情况, 这很有可能因随后的市场事件或其他原因而发生变化, 本文内容可能因此未反映最新情况,荷宝上海不负责更新本文, 或对本文中不准确或遗漏之信息进行纠正。