BLOG

Including Microcaps in Benchmark Indexes: Japan vs. US 

Equity Themes , Global Investing , Factor Investing

Selecting an equity benchmark may mean balancing market coverage and investability. For example, exhaustive coverage may include microcap stocks, with lower liquidity and investment capacity. But excluding them may reduce low-size-premium exposure.

BLOG

Factors in Focus: Value Springs into Action 

Factor Indexes , Fixed Income , Factor Investing

Value has historically outperformed in economic recoveries. With the reopening of the global economy we examined value’s performance against other factors, and exposures from our adaptive multi-factor model at the end of Q1. 

BLOG

Reopening Economies and the Resurgence in Value 

Factor Indexes , Global Investing , Factor Investing

After 15 years of challenging performance, many have asked if value is still a valid investment strategy. But the reopening of the global economy following vaccination rollouts has reignited interest across stocks, sectors, countries and regions.

BLOG

Value-Performance Anxiety 

Global Investing , Factor Investing

Despite a recent performance lift, many still ask whether the value factor is broken. We analyze the reasons behind its underperformance and start exploring the potential of updates to value definitions and approaches to value-portfolio construction.

BLOG

The Pace of Fast Change: Growth vs. Thematic Investing 

Factor Indexes , Factors , Global Investing , Factor Investing

Investors considering thematic investments to gain exposure to firms whose fortunes may not be captured by fundamental growth measures, may ask: What are the key opportunities – and challenges – that distinguish thematic from growth investing?

BLOG

Is There a Hedge-Fund-Crowding Factor? 

Factor Investing

Hedge funds held heavy, relatively illiquid short positions in crowded stocks before the January 2021 short squeeze. We created a risk factor that added explanatory power and may provide insights into potential short squeezes and other risks.

BLOG

Are Growth and Value Indexes Still in Style? 

Factor Investing , Risk Management , Global Investing

Growth and value indexes were created in the 1980s as finer tools than market-cap indexes to measure the performance of growth and value funds. Are style-specific indexes still a relevant choice to use as benchmarks for these funds?

BLOG

Factoring in ESG 

ESG Research , Factor Investing , Factors

How much does ESG contribute to portfolio risk and return? We looked at whether ESG performance was influenced by other factors or helped explain returns as a factor in its own right, using the MSCI Global Equity Factor Model + ESG.

BLOG

Finding the Sentiment Hidden in Regulatory Filings 

Factor Investing

Using natural language processing techniques, we constructed a sentiment factor that quantifies changes in the tone and content of company filings, and may be an indicator of future risks facing a company.

BLOG

Are (Stock) Bubbles Rising? 

Factor Investing

How does one identify or quantify a bubble? We propose a framework for assessing the “bubbliness” of stocks and portfolios, rooted in the idea that bubbles are driven by the same forces, and share characteristics with crowded trades.