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Remeasuring Scale in Active Management

Shiyang Huang1; Xu Lu2; Yang Song2; Hong Xiang3

1 Faculty of Business and Economics (HKU Business School), The University of Hong Kong , Hong Kong · 2 Foster School of Business, The University of Washington , the United States · 3 School of Accounting and Finance, Faculty of Business (PolyU Business School), The Hong Kong Polytechnic University , Hong Kong

Review of Financial Studies 2026 open access

Abstract We show that scale in active equity portfolios is understated by at least 65% because the majority of mutual funds have “twin” institutional vehicles (IVs) managed under the same strategies. Omitting these IVs can severely skew crucial estimates in asset management research: by including IV assets, diminishing returns to scale of active investments is significantly reduced, and dollar value added of active strategies is more substantial and persistent than previously suggested. We further show that IV assets meaningfully influence managers’ portfolio decisions. In addition, these measurement issues apply to common flow measures and extend to passive funds and bond funds.

DOI
10.1093/rfs/hhag037
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en
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