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Forecasting stock market returns: The sum of the parts is more than the whole

Journal of Financial Economics 2011 100(3), 514-537
We propose forecasting separately the three components of stock market returns—the dividend–price ratio, earnings growth, and price–earnings ratio growth—the sum-of-the-parts (SOP) method. Our method exploits the different time series persistence of the components and obtains out-of-sample R-squares (compared with the historical mean) of more than 1.3% with monthly data and 13.4% with yearly data. This compares with typically negative R-squares obtained in a similar experiment with predictive regressions. The performance of the SOP method comes mainly from the dividend–price ratio and earnings growth components, and the robustness of the method is due to its low estimation error. An investor who timed the market using our method would have had a Sharpe ratio gain of 0.3.

The colors of investors’ money: The role of institutional investors around the world

Journal of Financial Economics 2008 88(3), 499-533
We study the role of institutional investors around the world using a comprehensive data set of equity holdings from 27 countries. We find that all institutional investors have a strong preference for the stock of large firms and firms with good governance, while foreign institutions tend to overweight firms that are cross-listed in the U.S. and members of the Morgan Stanley Capital International World Index. Firms with higher ownership by foreign and independent institutions have higher firm valuations, better operating performance, and lower capital expenditures. Our results indicate that foreign and independent institutions, with potentially fewer business ties to firms, are involved in monitoring corporations worldwide.

Does international cross-listing improve the information environment

Journal of Financial Economics 2008 88(2), 216-244
We investigate whether cross-listing in the U.S. affects the information environment for non-U.S. stocks. Our findings suggest cross-listing has an asymmetric impact on stock price informativeness around the world, as measured by firm-specific stock return variation. Cross-listing improves price informativeness for developed market firms. For firms in emerging markets, however, cross-listing decreases price informativeness. The added analyst coverage associated with cross-listing likely explains the findings in emerging markets, rather than changes in liquidity, ownership, or accounting quality. Our results indicate that the added analyst coverage fosters the production of marketwide information, rather than firm-specific information.

Generalists versus specialists: Lifetime work experience and chief executive officer pay

Journal of Financial Economics 2013 108(2), 471-492
We show that pay is higher for chief executive officers (CEOs) with general managerial skills gathered during lifetime work experience. We use CEOs' résumés of Standard and Poor's 1,500 firms from 1993 through 2007 to construct an index of general skills that are transferable across firms and industries. We estimate an annual pay premium for generalist CEOs (those with an index value above the median) of 19% relative to specialist CEOs, which represents nearly a million dollars per year. This relation is robust to the inclusion of firm- and CEO-level controls, including fixed effects. CEO pay increases the most when firms externally hire a new CEO and switch from a specialist to a generalist CEO. Furthermore, the pay premium is higher when CEOs are hired to perform complex tasks such as restructurings and acquisitions. Our findings provide direct evidence of the increased importance of general managerial skills over firm-specific human capital in the market for CEOs in the last decades.