Tag Archives: S&P 500 Quality

Comparing Bottom-Up versus Top-Down Multi-Factor Construction

The S&P 500® Quality, Value & Momentum Multi-Factor Index is designed to measure the performance of stocks having the highest combination of quality, value, and momentum (QVM). It takes a “bottom-up” approach of scoring each stock on its individual factor attributes and selecting stocks that jointly score highest across all the factors [1]. In light Read more […]

Putting Defensive Indices to the Test

In January 2019, we highlighted several indices designed to reduce the impact of large equity market drawdowns. Here we analyze the same suite of indices divided across three broad categories: defensive equity, multi-asset, and volatility. This analysis simply reviews performance since the S&P 500®’s high on Feb. 19, 2020, through the close on Friday, March Read more […]

The Quality Factor Beat the S&P 500 in 2019

In 2019, U.S. equities posted double digit gains, with the S&P 500® returning 31.49%—its best year since 2013 and second-best in a decade. This continued strong performance highlights the potential difficulty of beating the S&P 500.[1] The question then arises: what strategy (if any) outperformed the S&P 500 in 2019? Our latest S&P 500 Factor Read more […]

Understanding the ESG Consequences of Factor-Based Investing: Part 2

    In our previous blog, we looked at the S&P Factor Indices’ ESG exposures, showing that factor exposures can have an influence on ESG scores. In this blog, we’ll discuss these scores at the sector level and see how implementing an ESG or carbon reduction strategy on poorer ESG-performing factor indices can help investors Read more […]

Quality Part I: Defining the Quality Factor

Quality is a factor that is frequently disputed and debated. Academics and practitioners often argue whether quality is a factor at all in the traditional risk factor framework. Often times, the debate stems from the fact that there is no one consistent, overarching definition or metric to measure quality. For example, some market participants see Read more […]

What Are Large-Cap Active Managers Up To? A Look at Their Active Factor Bets Relative to the S&P 500 (Part II)

In a recent study published in the Financial Analysts Journal, Ang, Madhavan, and Sobczyk (2017)[1] highlighted that using regression-based factor loadings to measure managers’ factor exposures, even when conducted on a rolling basis, can be misleading due to excessively smoothed coefficients, given that active managers adjust their exposures dynamically. The authors argued that holdings-based attribution Read more […]

Ingredients in a Multi-Factor Recipe

In our previous blog on multi-factor merits, we discussed the diversification benefits of combining equity factors.  We highlighted how multi-factor indices may generate more stable excess returns, while avoiding the risks inherent in timing factors.  But to achieve this, can market participants just throw lots of factors into a pot and hope for the best? Read more […]

Multi-Factor Merits: Are You Putting All Your Eggs in One Single-Factor Basket?

It is undeniable that an individual investor would need considerable skill (or luck) to navigate optimally between the various single-factor equity strategies.  If the goal is to outperform the benchmark, then simply choosing between a quality, value, momentum, or low volatility strategy may present the biggest risk.  While they all have been shown to hold Read more […]