Achieving your investment goals with factors: improve diversification

Achieving your investment goals with factors: improve diversification

28-06-2018 | インサイト

Factor-based strategies can help investors build better diversified portfolios. Third article of a series on how factors can help investors achieve specific goals.

Speed read

  • Diversification across asset classes called into question 
  • Looking through the factor lens for a fresh perspective 
  • Even with a factor approach, avoiding concentration risk remains key

The context

Diversification is often said to be the only ‘free lunch’ for investors. And for centuries, asset owners have applied this principle by dividing their holdings across different asset classes. But the dramatic increase in correlations between asset classes during the market wobbles of the 2000s, especially during the global financial crisis, has started to cast doubt on the benefits of traditional diversification.

One of the key debates today in the financial industry is whether quantitative approaches to portfolio selection and construction are more effective than traditional ones, in particular in terms of diversification. For instance, the influential 2009 study1 on the Norwegian Oil Fund and factor investing showed that despite a seemingly diversified profile, the fund’s active returns had large exposure to systematic risks, mainly due to bottom-up decisions.

The quest for more robust diversification techniques has caused many investors to turn to factor investing. In fact, a recent FTSE Russell survey of asset owners found that improved diversification ranked third among the top investment goals that lead them to consider factor-based strategies


Scientific grounding

Contrary to traditional asset allocation, which often lacks scientific grounding, factor allocation is based on decades of robust empirical analysis. This research documents a number of significant, persistent and relatively uncorrelated risk-return patterns across financial markets. Investors can take advantage of these patterns and select securities with different risk-return characteristics to achieve better diversification.

A 2012 paper2 by Antti Ilmanen and Jared Kizer analyzing market data on a number of asset classes dating back to 1927 reported that diversification into and across factors has been much more effective in reducing portfolio volatility and market directionality than traditional asset class approaches. And while the authors acknowledged that long-short investing generates the most diversification benefits, which implies short-selling and leverage, they also found meaningful benefits in a long-only context.

More recently, in a research report3 initially prepared for Robeco, Kees Koedijk and Alfred Slager, from Tilburg University, and Philip Stork, from VU University Amsterdam, also looked at the degree to which diversification can be achieved using a factor-based approach instead of an asset-based one. They argued that diversification across factors has major benefits, as the correlation between factors such as value or momentum is much lower than between investment categories.

The diversification benefits of factor investing are also evidenced by the performance of Robeco’s Multi-Factor Equities strategy over time. Figure 1 shows the simulated performance of a multi-factor portfolio over the period 1988 through 2015. It also shows which of the four factors (value, momentum, low volatility and quality) targeted in our quantitative equity strategies outperformed in each year.

Figure 1: balanced and stable outperformance

Source: Robeco, MSCI. Excess returns are measured relative to the MSCI World index from June 1988 through December 2015. Returns are measured in USD. The Robeco factor strategies are based on portfolio simulation and net of transaction costs of 75 bp. The factor weights in the multi-factor proposition are 25% Value, 25% Momentum, 25% Low-Volatility and 25% Quality. The bars show whether an individual factor strategy yielded a positive excess return in each year. The value of your investments may fluctuate. Past performance is no guarantee of future results.

Ultimately, the result is a balanced and stable outperformance, compared to the broader market (grey area), with positive contributions from at least three factors in three out of four full calendar years.

Other considerations

Although the focus should remain on optimizing factor exposures to ensure diversification, the merits of investing in a broad and varied selection of securities should not be forgotten. Robeco’s in-house research shows that adding sector weight constraints 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.

This implies that an optimal level of concentration exists, and this should be taken into account by investors. Efficient factor strategies should therefore not only focus on finding the best factor exposure, but also prevent unintended geographic or sector biases, as well as undue concentration on some single securities or sub-segments of the financial markets. One way to ensure this is to establish strict but workable concentration rules, as this would lead to a varied selection of stocks or bonds while avoiding excessive sector and country tilts.

1 A. Ang, W. Goetzmann and S. Schaefer, ‘Evaluation of Active Management of the Norwegian Government Pension Fund – Global’, prepared at the request of the Norwegian Ministry of Finance, 2009.
2 A. Ilmanen and J. Kizer, ‘The Death of Diversification Has Been Greatly Exaggerated’, The Journal of Portfolio Management, Spring 2012.
3 K. Koedijk, A. Slager and P. Stork, ‘Investing in Systematic Factor Premiums’, European Financial Management, 2016.

Achieving your investment goals with factors

This series of articles aims to illustrate the wide variety of investment goals that can be achieved through factor-based strategies.

Read all of the articles:

Achieving your investment goals with factors: Reduce risk Achieving your investment goals with factors: Enhance returns Achieving your investment goals with factors: Improve diversification


当資料は情報提供を目的として、Robeco Institutional Asset Management B.V.が作成した英文資料、もしくはその英文資料をロベコ・ジャパン株式会社が翻訳したものです。資料中の個別の金融商品の売買の勧誘や推奨等を目的とするものではありません。記載された情報は十分信頼できるものであると考えておりますが、その正確性、完全性を保証するものではありません。意見や見通しはあくまで作成日における弊社の判断に基づくものであり、今後予告なしに変更されることがあります。運用状況、市場動向、意見等は、過去の一時点あるいは過去の一定期間についてのものであり、過去の実績は将来の運用成果を保証または示唆するものではありません。また、記載された投資方針・戦略等は全ての投資家の皆様に適合するとは限りません。当資料は法律、税務、会計面での助言の提供を意図するものではありません。




商号等: ロベコ・ジャパン株式会社  金融商品取引業者 関東財務局長(金商)第2780号

加入協会: 一般社団法人 日本投資顧問業協会