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Home Bias Abroad: Domestic Industries and Foreign Portfolio Choice

Review of Financial Studies 2018 31(5), 1654-1706
In their foreign portfolio allocations, international mutual funds overweight industries that are comparatively large in their domestic stock market. Aggregate excess foreign industry allocations are sizeable, on average amounting to over 100% for the largest domestic industries. While this foreign industry bias partly reflects familiarity-based motives, a large body of evidence on investment and performance patterns is, on the whole, remarkably consistent with a specialized learning motive contributing to the bias. This suggests that differences in industry structures across domestic stock markets proxy for international information asymmetries.

Mutual Fund Proliferation and Entry Deterrence

The Review of Asset Pricing Studies 2023 13(4), 784-829
Why do so few mutual fund families launch so many funds and styles around the world? We argue that launching numerous funds on an increasingly granular style grid allows incumbent families to congest the product space and deter market entry. Key to this argument is the persistently low dimensionality of the mutual fund product space, a fact we establish by analyzing the names of over 40,000 equity funds sold in 91 countries between 1931 and 2015. Over time, the strategy of filling up the style grid has led to the dominance of few families offering large, granular, and similar fund menus.

Home Bias Abroad: Domestic Industries and Foreign Portfolio Choice

Review of Financial Studies 2018 31(5), 1654-1706
In their foreign portfolio allocations, international mutual funds overweight industries that are comparatively large in their domestic stock market. Aggregate excess foreign industry allocations are sizeable, on average amounting to over 100% for the largest domestic industries. While this foreign industry bias partly reflects familiarity-based motives, a large body of evidence on investment and performance patterns is, on the whole, remarkably consistent with a specialized learning motive contributing to the bias. This suggests that differences in industry structures across domestic stock markets proxy for international information asymmetries. Received January 14, 2015; editorial decision October 5, 2017 by Editor Andrew Karolyi.

Returns to Scale from Labor Specialization: Evidence from Asset Management Mergers

The Review of Corporate Finance Studies 2024 13(2), 384-427 open access
We study human capital synergies in asset management mergers that stem from the improved ability to assign fund managers to more specialized tasks in larger firms. More specialized task assignment allows rotated managers to focus on their investment expertise and leads to incremental $54 million of value added per deal per year on average. The effects are concentrated in mergers that lead to a large increase in firm size and in funds whose management appears less specialized prior to the merger. Our results provide direct evidence on the role of firms in the assignment of tasks to fund managers.

Information Barriers in Global Markets: Evidence from International Subcontracting Relationships

Journal of Financial and Quantitative Analysis 2020 55(6), 2037-2072
We study the link between information barriers in global markets and the organizational form of asset management. Fund families outsource funds in which they are at an informational disadvantage to generate performance. Using a structural model of self-selection, we endogenize the outsourcing decision and estimate positive gains from outsourcing of 4–14 basis points per month, thereby reconciling underperformance of outsourced funds with performance maximization by fund families. The gains from outsourcing provide a novel proxy for the information barriers that segment global financial markets: The more segmented the underlying markets where the funds invest, the larger the gains from outsourcing.

Repurchases for Price Impact: Evidence from Fragile Stocks

Journal of Financial and Quantitative Analysis 2025 60(5), 2334-2366 open access
We highlight an important but overlooked characteristic of financial fragility: “Fragile” stocks command higher liquidity. This reduces their sensitivity to corporate actions with price impact and affects the firms’ incentives to engage in such actions. We show that fragile firms have lower share repurchases, issue more equity, and invest more. We establish causality by relating changes in corporate actions to exogenous changes in fragility induced by mergers of asset managers. Our results suggest that financial fragility has direct but unexpected real implications for corporate actions.

Liquidity picking and fund performance

Journal of Financial Economics 2025 170, 104085 open access
Using global mutual fund and American Depositary Receipt (ADR) data, we test if funds strategically trade cross-listed firms’ equity shares in the most liquid trading location. We find that especially funds that score high on traditional skill measures exhibit a liquidity-based trading venue preference. We identify an informed trading motive as the most likely driver for such behaviour rather than preference based on geographic, economic, cultural, or governance motives. Thus, liquidity picking is associated with fund outperformance and stock selection ability that is not limited to only cross-listed firms. Our tests directly support theories of informed trading in a multi-market setting.

Who Is Afraid of BlackRock?

Review of Financial Studies 2021 34(4), 1987-2044
We exploit the merger between BlackRock and Barclays Global Investors to study how changes in expected ownership concentration affect the investment behavior of funds and the cross-section of stocks worldwide. We find that funds with open-end structures and large exposure to commonly held stocks begin avoiding these stocks following the merger announcement. This leads to a permanent change in the composition of institutional ownership and a negative price and liquidity impact. We confirm these results in a large sample of global asset management mergers. Our findings suggest that market participants behave strategically in response to changes in expected financial fragility.

Outsourcing in the International Mutual Fund Industry: An Equilibrium View

Journal of Finance 2015 70(5), 2275-2308
We study outsourcing relationships among international asset management firms. We find that, in companies that manage both outsourced and in‐house funds, in‐house funds outperform outsourced funds by 0.85% annually (57% of the expense ratio). We attribute this result to preferential treatment of in‐house funds via the preferential allocation of IPOs, trading opportunities, and cross‐trades, especially at times when in‐house funds face steep outflows and require liquidity. We explain preferential treatment with agency problems: it increases with the subcontractor's market power and the difficulty of monitoring the subcontractor, and decreases with the subcontractor's amount of parallel in‐house activity.