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Thematic Concentration and Mutual Fund Performance

Review of Financial Studies 2026
This study examines whether mutual fund managers generate alpha through thematic investment strategies that select stocks poised to benefit from specific themes. Using textual analysis of 10-K filings, we identify stocks’ thematic exposures and construct each fund’s thematic concentration index (TCI) from its holdings. High-TCI funds significantly outperform, with a top-minus-bottom decile spread of 4.26% in annualized four-factor alpha. Managers’ thematic expertise is related to their undergraduate field of study. Outperformance arises from superior stock selection rather than theme-related timing, with an informational advantage on firm earnings, particularly in stocks exposed to themes related to managers’ undergraduate training.

Gross profitability and mutual fund performance

Journal of Banking & Finance 2019 104, 31-49
We find that mutual funds holding a larger concentration of high gross profitability stocks generate better future performance. The outperformance of these funds is not driven by a profitability-related risk premium and is not a byproduct of fund managers’ exploitation of other well-known investment strategies. We show that fund managers who trade on the gross profitability anomaly possess greater skill and create value by attracting future fund inflows and by growing fund assets under management. We contribute to both the mutual fund and market anomaly literatures by providing strong evidence that a sizable subset of mutual fund managers profit from an important market anomaly.

Active Technological Similarity and Mutual Fund Performance

Journal of Financial and Quantitative Analysis 2022 57(5), 1862-1884 open access
We examine whether superior understanding of technological innovation is a source of mutual fund managers’ ability to garner positive abnormal returns. Consistent with our hypothesis, the inter-quintile annual net Carhart alpha spread for mutual funds sorted on changes in the technological similarity (TS) of their portfolio holdings is 282 basis points. Moreover, because changes in TS are largely orthogonal to other predictors of mutual fund success (e.g., industry concentration, active share, fund R 2 , and lag fund alpha), changes in TS can be combined with other measures to help identify the best performing funds.

Fund manager skill in an era of globalization: Offshore concentration and fund performance

Journal of Financial Economics 2022 145(2), 18-40 open access
We study how mutual fund managers gain an edge in selecting stocks in an era of globalization. We use textual analysis to construct a measure that captures a mutual fund's offshore exposure concentration through holding US multinational firms. We find that funds with a higher offshore concentration index (OCI) perform significantly better, with the difference in four-factor alpha between the top and bottom deciles amounting to 2.95% per annum. Fund managers’ overweighting of firms with operations in certain countries can be partly attributed to their foreign ethnicity. High OCI fund managers have an information advantage regarding firms’ fundamentals, such as earnings.