Skip to content
All library documents

Decomposing Factor Returns into Fundamentals and Valuation Changes

Article BigQuant

Summary

This review describes a framework for separating portfolio returns into fundamental growth and changes in valuation. It applies the decomposition to value, momentum, quality, and a combined value-quality factor, using long-short portfolios formed from U.S. stocks. The reported findings distinguish two broad sources of factor returns: value and value-quality gains are associated with relative valuation expansion, while momentum and quality gains are associated with stronger fundamental growth despite relative valuation declines. The discussion also notes that valuation movements account for much of portfolio return volatility in the sample.

The method uses accounting and market data to track portfolio fundamentals and valuation through time. Its evidence comes from a historical study covering 1984 to 2015, so it does not establish that the patterns persist in other periods or markets. The review highlights timing problems from using reported book values, and the decomposition cannot identify whether valuation changes reflect revised cash-flow expectations, changing risk, or mispricing. It offers a way to investigate factor return sources, not a guarantee or standalone selection rule.

Key ideas

  • Portfolio returns can be split into a fundamental component and a valuation-change component.
  • The study associates value and value-quality returns more with valuation expansion, and momentum and quality returns more with fundamentals.
  • Valuation movements contributed more to return volatility than the fundamental component in the reported analysis.
  • Delayed accounting data can distort the timing of the return decomposition.
  • The framework cannot determine whether valuation changes reflect cash-flow expectations, risk, or mispricing.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.