07-14-2023 · Insight

Quant chart: Whatever you call it, markets are getting narrower and narrower

In the first half of 2023, stock markets experienced a substantial rebound. The MSCI World Index surged by 15% in USD, regaining more than two-thirds of the losses from the previous year. Interestingly, this comeback is largely driven by a handful of prominent US tech stocks, including Alphabet (Google), Amazon, Apple, Microsoft, Meta (Facebook), Nvidia, and Tesla. Some have dubbed these stocks the ‘Magnificent Seven’, while others have coined terms inspired by quant investing, such as MAMANTAm (momentum), or superheroes, such as FATMAAN and MANTAMAN, all replacing the previously used term, FANG. 1

    Authors

  • Matthias Hanauer - Researcher

    Matthias Hanauer

    Researcher

  • Vera Roersma - Quant Analyst - Researcher

    Vera Roersma

    Quant Analyst - Researcher

This narrow market raises crucial questions about market diversification. While the MSCI World Index comprises more than 1,500 stocks, the top 10 make up just more than 20% of the total index. One way to assess market concentration is through ‘effective N,’ a metric that compares the balance between portfolios with diverse weights versus those that are highly skewed. For instance, in a portfolio of 100 stocks with equal weights, the effective N would be 100. In contrast, if a single stock dominated 99.9% of a 100-stock portfolio, the effective N would be closer to 1.

Figure 1 | Markets get more and more concentrated

Figure  1  |  Markets get more and more concentrated

Source: Robeco, Refinitiv. The figure shows the effective N (left axis) and the ratio of the effective N relative to the total number of constituents (right axis) for the MSCI World Index over time. Effective N is calculated as the inverse of the Herfindahl-Hirschman Index (HHI) for portfolio weights, where HHI is the sum of the squared stock weights.
The sample period is December 2000 to June 2023.

Figure 1 visualizes the effective N as well as the effective N relative to the number of all constituents for the MSCI World over time. For many years the effective N hovered between 300 and 400, but since 2018 has steadily declined, reaching a low of 130 at the end of June 2023. Consequently, the effective N is now less than a tenth of the total number of index constituents, indicating a significant concentration.

This trend suggests that investing in the MSCI World Index may not offer the diversification one might assume based on the sheer number of constituents. Given that the dominant stocks are all US based, tech-focused, and carry high valuations, they inherently share similar risks. Therefore, investors may want to consider diversifying their investments by exploring opportunities in international markets, small-cap stocks, and alternative investment strategies not solely based on capitalization weight.

Footnote

1 Mackintosh, J., June 2023, “FATMAAN and MANTAMAN: Superhero Acronyms for Super Stocks”, Wall Street Journal.

Stay informed on Quant investing

Receive our Robeco newsletter and be the first one to get the latest insights.

Stay updated

Let's keep the conversation going

Keep track of fast-moving events in sustainable and quantitative investing, trends and credits with our newsletters.

Stay updated
Robeco

Robeco aims to enable its clients to achieve their financial and sustainability goals by providing superior investment returns and solutions.

Important information
The Robeco Capital Growth Funds have not been registered under the United States Investment Company Act of 1940, as amended, nor or the United States Securities Act of 1933, as amended. None of the shares may be offered or sold, directly or indirectly in the United States or to any U.S. Person (within the meaning of Regulation S promulgated under the Securities Act of 1933, as amended (the “Securities Act”)). Furthermore, Robeco Institutional Asset Management B.V. (Robeco) does not provide investment advisory services, or hold itself out as providing investment advisory services, in the United States or to any U.S. Person (within the meaning of Regulation S promulgated under the Securities Act).
This website is intended for use only by non-U.S. Persons outside of the United States (within the meaning of Regulation S promulgated under the Securities Act who are professional investors, or professional fiduciaries representing such non-U.S. Person investors. By clicking “I Agree” on our website disclaimer and accessing the information on this website, including any subdomain thereof, you are certifying and agreeing to the following: (i) you have read, understood and agree to this disclaimer, (ii) you have informed yourself of any applicable legal restrictions and represent that by accessing the information contained on this website, you are not in violation of, and will not be causing Robeco or any of its affiliated entities or issuers to violate, any applicable laws and, as a result, you are legally authorized to access such information on behalf of yourself and any underlying investment advisory client, (iii) you understand and acknowledge that certain information presented herein relates to securities that have not been registered under the Securities Act, and may be offered or sold only outside the United States and only to, or for the account or benefit of, non-U.S. Persons (within the meaning of Regulation S under the Securities Act), (iv) you are, or are a discretionary investment adviser representing, a non-U.S. Person (within the meaning of Regulation S under the Securities Act) located outside of the United States and (v) you are, or are a discretionary investment adviser representing, a professional non-retail investor.


Access to this website has been limited so that it shall not constitute directed selling efforts (as defined in Regulation S under the Securities Act) in the United States and so that it shall not be deemed to constitute Robeco holding itself out generally to the public in the U.S. as an investment adviser. Nothing contained herein constitutes an offer to sell securities or solicitation of an offer to purchase any securities in any jurisdiction. We reserve the right to deny access to any visitor, including, but not limited to, those visitors with IP addresses residing in the United States. This website has been carefully prepared by Robeco. The information contained in this publication is based upon sources of information believed to be reliable. Robeco is not answerable for the accuracy or completeness of the facts, opinions, expectations and results referred to therein. Whilst every care has been taken in the preparation of this website, we do not accept any responsibility for damage of any kind resulting from incorrect or incomplete information. This website is subject to change without notice. The value of the investments may fluctuate. Past performance is no guarantee of future results. If the currency in which the past performance is displayed differs from the currency of the country in which you reside, then you should be aware that due to exchange rate fluctuations the performance shown may increase or decrease if converted into your local currency. For investment professional use only. Not for use by the general public.