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Remeasuring Scale in Active Management

Review of Financial Studies 2026 open access
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.

The Complementarity between Corporate Social Responsibility Disclosure Quality and Corporate Social Responsibility Contracting Intensity

The Accounting Review 2026 101(2), 249-279 open access
ABSTRACT Firms are facing increasing pressure to provide information about their Corporate Social Responsibility (CSR) commitment. Firms however differ in the quality of how they communicate CSR-related efforts to stakeholders as well as in the intensity of their CSR contracting. We examine the relationship between CSR disclosures and contracting and argue that the designs of the two practices are complements in signaling a CSR commitment. Using hand-collected data to capture disclosure quality of CSR reports and intensity of CSR contracting (i.e., scope, importance, and degree to which CSR metrics are incorporated) for S&P 500 firms, we show that firms indeed align the design choices of the two practices. In addition, firms using both practices intensively are associated with a stronger CSR commitment and more credible CSR disclosures. Finally, we document that firms that face higher credibility concerns show stronger complementarity between the design of these two practices. Data Availability: All data are available from public sources mentioned in the text. JEL Classifications: M14; M40.