Unencumbered by Style: Why do Funds Change Factor Loadings and Does it Help?

63 Pages Posted: 12 Jan 2022 Last revised: 6 Nov 2023

See all articles by Ting Bai

Ting Bai

University of California, Davis

Jens Hilscher

University of California, Davis

Anna Scherbina

Brandeis University

Date Written: November 3, 2023

Abstract

We show that active equity funds deliberately alter their factor loadings rather than maintaining a constant style. Changes are larger following quarters in which funds either under- or out-perform other funds based on returns or fund flows. Motivated by this observation, we identify a new measure of manager skill, which we call ``tactical investment skill.'' It captures a manager’s ex-ante observable ability to increase future returns through loadings changes. We show that high-skill managers outperform their low-skill peers in the following month in terms of raw returns and alphas. This outperformance is more pronounced following quarters with large loadings changes.

Keywords: Mutual fund style, style changes, active fund management, manager skill, factor timing, tactical investment skill

JEL Classification: G10, G20, G23

Suggested Citation

Bai, Ting and Hilscher, Jens and Scherbina, Anna D., Unencumbered by Style: Why do Funds Change Factor Loadings and Does it Help? (November 3, 2023). Available at SSRN: https://ssrn.com/abstract=3993505 or http://dx.doi.org/10.2139/ssrn.3993505

Ting Bai (Contact Author)

University of California, Davis ( email )

Davis, CA
United States

Jens Hilscher

University of California, Davis ( email )

One Shields Avenue
Apt 153
Davis, CA 95616
United States

Anna D. Scherbina

Brandeis University ( email )

415 South Street
Waltham, MA 02453
United States

HOME PAGE: http://sites.google.com/a/brandeis.edu/anna-scherbina/

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