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How Might Inflation Impact Funding Ratios? 

Risk Management

We analyzed two multiperiod inflation scenarios to understand how the funding ratios of defined-benefit pension funds could evolve in each and what they could mean for a pension fund in terms of special contributions over the next 10 years.

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Active-Management Opportunities in a Disperse Market 

Factor Investing

Disperse markets have historically provided opportunities for active managers to outperform their respective benchmarks. We showed that, based on historical trends, CSV helped shed light on identifying where the dispersion was greatest.

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What Can Liquidity Tell Us About ETF Prices? 

Integrated Risk Management , Risk Management

As thematic equity ETFs have grown in popularity, concerns have been raised about their liquidity — especially when an ETF holds a large fraction of a constituent’s shares. How can ETF investors get a handle on this risk? 

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Securitized Products’ LIBOR Transition Picking Up Pace 

Fixed Income

In 2021, there has been significant progress in the transition from the LIBOR reference rate to its replacement, SOFR. But investors in securitized products are grappling with the challenge of the LIBOR-SOFR transition and its impact on their analytics.

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The Theory of (Value) Relativity 

Factor Investing

Whether constructing a fundamental factor model, a value strategy or a value index, valuation ratios need context. Time-series and cross-sectional approaches each have pros and cons. But combining the two may have presented a clearer picture. 

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Factor Investing Held in High-Volatility/-Concentration Period 

Factor Indexes , Factors , Risk Management

U.S. equity markets have experienced increased volatility coupled with concentration in a handful of megacap companies. Has this hampered investors’ ability to capture factors effectively? Have stock-specific risks dominated factor indexes?

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Some ESG Funds Are Not Like the Others 

ESG Research , Global Investing

ESG funds’ holdings can vary significantly, depending on their objectives, methodologies and geographic exposures. We examined the 20 largest equity funds in our coverage universe.

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Innovation Remix: Adding Thematics to Equity Programs 

Equity Themes , Factor Indexes , Global Investing

How can investors incorporate transformative, but volatile thematic investments while seeking to control for valuation and total and active risk? We examine three approaches that improved a portfolio’s “innovation profile” with modest changes to risk.

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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.

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Factors in Focus: Value Springs into Action 

Factor Indexes , 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.