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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.

Corporate Governance, Idiosyncratic Risk, and Information Flow

Journal of Finance 2007 62(2), 951-989
We study the relationship of corporate governance policy and idiosyncratic risk. Firms with fewer antitakeover provisions display higher levels of idiosyncratic risk, trading activity, private information flow, and information about future earnings in stock prices. Trading interest by institutions, especially those active in merger arbitrage, strengthens the relationship of governance to idiosyncratic risk. Our results indicate that openness to the market for corporate control leads to more informative stock prices by encouraging collection of and trading on private information. Consistent with an information‐flow interpretation, the component of volatility unrelated to governance is associated with the efficiency of corporate investment.

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.

Fund Performance and Equity Lending: Why Lend What You Can Sell?

Review of Finance 2017 21(3), 1093-1121
The dramatic increase in the percentage of mutual funds lending equities suggests that lending fees are an increasingly important source of income for investment advisors. We find that funds that lend equities underperform otherwise similar funds in spite of lending income. The effect of lending is concentrated in funds that cannot act on the short-selling signal due investment restrictions set by the fund family to diversify their fund offerings across styles. Our findings suggest that the family organization explains why fund managers lend, rather than sell, stocks with short selling demand.

Bank Ratings and Lending Supply: Evidence from Sovereign Downgrades

Review of Financial Studies 2016 29(7), 1709-1746
We study the causal effect of bank credit rating downgrades on the supply of bank lending. The identification strategy exploits the asymmetric impact of sovereign downgrades on the ratings of banks at the sovereign bound relative to banks that are not at the bound as a result of rating agencies' sovereign ceiling policies. This asymmetric effect leads to greater reductions in ratings-sensitive funding and lending of banks at the bound relative to other banks. Results for foreign borrowers and within lender-borrower relationships confirm that credit demand does not explain our findings.

Have World, Country, and Industry Risks Changed over Time? An Investigation of the Volatility of Developed Stock Markets

Journal of Financial and Quantitative Analysis 2005 40(1), 195-222
This paper uses a volatility decomposition method to study the time-series behavior of equity volatility at the world, country, and local industry levels. Between 1974 and 2001, there is no noticeable long-term trend in any of the volatility measures. Then in the 1990s there is a sharp increase in local industry volatility compared to market and country volatility. Thus, correlations among local industries have declined. More assets are needed to achieve a given level of diversification, and there is more of a penalty for not being well diversified by industry. Local industry volatility leads the other volatility measures.

Do Credit Rating Agencies Influence Elections?

Review of Finance 2022 26(4), 937-969
We show that credit rating agencies can influence political elections. We find that incumbent political parties experience an increase in their vote shares following municipal bond upgrades. The evidence is consistent with rating agencies affecting elections indirectly by expanding local governments’ debt capacity and directly through an impact on voters’ perceptions of the quality of incumbent politicians. To identify these effects, we examine election outcomes within neighboring counties by exploiting exogenous variation in municipal bond ratings due to Moody’s recalibration of its scale in 2010.

Lending Relationships and the Effect of Bank Distress: Evidence from the 2007–2009 Financial Crisis

Journal of Financial and Quantitative Analysis 2015 50(6), 1165-1197
We study the transmission of bank distress to nonfinancial firms from 34 countries during the 2007–2009 financial crisis using systemic and bank-specific shocks. We find that bank distress is associated with equity valuation losses and investment cuts to borrower firms with the strongest lending relationships with banks. The losses are not offset by borrowers’ access to public debt markets and are concentrated in firms with the greatest information asymmetry problems and weakest financial positions. Our findings suggest that public debt markets do not mitigate the effects of relationship bank distress during financial crises.

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.