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The Geography of Subadvisors, Managerial Structure, and the Performance of International Equity Mutual Funds

The Review of Asset Pricing Studies 2023 13(2), 343-374
We study whether subadvising abroad provides an information advantage that improves the performance of international equity mutual funds. We find that it does not. In fact, internationally outsourced funds underperform on a risk-adjusted basis by up to 162 bps annually. The underperformance is concentrated in funds managed by single subadvisors, who are less likely to be terminated after poor performance compared to funds with multiple subadvisors. We dissect fund performance by the location of its subadvisors and find that international subadvisors underperform primarily in their local holdings. Finally, we show that the industry is nonetheless on a path toward equilibrium.

What explains household stock holdings?

Journal of Banking & Finance 2006 30(9), 2579-2597
This is an empirical study of the determinants of stock holdings using data from the US Survey of Consumer Finances from 1992 to 2001. There is a great heterogeneity in the way households form their portfolios. Stock ownership is positively correlated with various measures of wealth, age, retirement savings, and having sought financial advice. It is negatively correlated with holdings of alternative risky investments, such as investments in private businesses, and with the willingness to undertake non-financial investments in the future. While we can predict reasonably well who holds stocks, we have less predictive power about the share of stocks owned by those who hold positive amounts.

Portfolio Choice in the Presence of Personal Illiquid Projects

Journal of Finance 2002 57(1), 303-328 open access
Personal projects, such as a private business or the purchase of a home, influence individuals portfolio choice. We conduct a theoretical analysis of this influence when financial assets are required to provide liquidity to personal projects. Due to this liquidity consideration, individuals behave in a more riskaverse fashion when there is a large penalty for discontinuing or underinvesting in the final stages of the projects. In addition, using data from the 1995 Survey of Consumer Finances, we find that households that are saving to invest in their own businesses or in their own homes indeed have significantly safer financial portfolios.

Intraday Share Price Volatility and Leveraged ETF Rebalancing

Review of Finance 2016 20(6), 2379-2409 open access
Regulators and market participants are concerned about leveraged exchange-traded funds (ETFs)’ role in driving up end-of-day volatility through hedging activities near the market’s close. Leveraged ETF providers counter that the funds are too small to make a meaningful impact on volatility. For the period surrounding the financial crisis, 2006–11, we show that end-of-day volatility was positively and statistically significantly correlated with the ratio of potential rebalancing trades to total trading volume. The impacts were not all economically significant, but largest during the most volatile days. Given the predictable pattern of leveraged ETF hedging demands, implications for predatory trading are explored.