July 30, 2026

Rebalance is not control: Understanding exposure persistence in factor indices

Maylan Cheung

Manager Research, Equities & Multi Asset

Saul Austin

Senior Quant Analyst, Sustainable Investing

Ely Klepfish

Manager Research, Equities & Multi Asset

Key takeaways: 

  • Stability of exposure is an essential characteristic of factor indices.
  • Index-exposure to risk factors may deteriorate between successive rebalances from the targeted value.
  • Fluctuations of the factor scores of constituents are the principal drivers of the index exposure decay.
  • Stability of targeted index exposure can be reliably assessed by rate of decline of autocorrelations of corresponding factor scores.

Points of differentiation: 

  • Introduces a framework for assessing factor exposure persistence rather than focusing solely on target exposures achieved at rebalance.
  • Distinguishes between market drift and signal evolution, demonstrating that changing factor characteristics are often the dominant source of exposure decay.
  • Uses FTSE Developed ex-US Pure Factor indices to compare the persistence profiles of Momentum and Low Volatility, revealing how factor design considerations differ across factor types.

What does our research mean for investors? 

  • Investors should consider not only the exposure an index achieves at rebalance, but how effectively that exposure persists between reviews.
  • Factors with rapidly changing signals may require more frequent reviews to maintain their intended characteristics, while more persistent factors can retain exposure for longer periods.
  • Understanding signal persistence can help investors evaluate factor strategies, review schedules and the long-term effectiveness of factor exposure.