Publication Type

Working Paper

Publication Date



Investors in mutual funds have the unenviable task of disentangling two mutually confounding effects. First, to fathom the future performance of the funds based on current evidence, and second, to assess how well the mutual fund managers will steward their investments under uncertain economic conditions. We corroborate the dependence of weighted risk-adjusted returns (viz. the Star Ratings) on corporate governance score (viz. Stewardship Grade) accounting for fund specific characteristics. We document Stewardship scores Granger cause Star Rating. We propose an objective data-driven corporate governance score based on the components of Stewardship Grade. Both the static and dynamic fixed-effects models show strong predictive relationship between performance with corporate governance accounting for the endogeneity bias from unobserved fund-specific traits. We conclude that corporate governance scores form an effective yet low-cost tool for predicting performance, hence mutual fund investors can only focus on one problem, i.e., find the better stewards for their funds.


Mutual fund performance, Corporate Governance, Stewardship Grades, Star Rating, mutual fund ratings, predictive regression, persistence


Finance and Financial Management

Research Areas


City or Country

Singapore Scholar Symposium