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      • Faculty Publications  (112)

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      • October 2007
      • Article

      Supply and Demand Shifts in the Shorting Market

      By: Lauren Cohen, Karl B. Diether and Christopher J. Malloy
      Using proprietary data on stock loan fees and quantities from a large institutional investor, we examine the link between the shorting market and stock prices. Employing a unique identification strategy, we isolate shifts in the supply and demand for shorting. We find... View Details
      Keywords: Analytics and Data Science; Stocks; Financing and Loans; Price; Strategy; Demand and Consumers; Forecasting and Prediction; Investment Return; Markets; Information
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      Cohen, Lauren, Karl B. Diether, and Christopher J. Malloy. "Supply and Demand Shifts in the Shorting Market." Journal of Finance 62, no. 5 (October 2007): 2061–2096. (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2007.)
      • September 2007
      • Case

      Dice-K: The Hundred (Plus) Million Dollar Man

      By: Randolph B. Cohen
      Describes the efforts made by the Boston Red Sox to sign superstar Japanese pitcher Daisuke (Dice-K) Matsuzaka within the context of the team's attempts to keep pace with longtime rival, the New York Yankees. In late 2006, Dice-K is viewed as the prize of the free... View Details
      Keywords: Negotiation; Cash Flow; Forecasting and Prediction; Financial Strategy; Sports Industry
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      Cohen, Randolph B., Michael Barry, and F. Mark D'Annolfo. "Dice-K: The Hundred (Plus) Million Dollar Man." Harvard Business School Case 208-043, September 2007.
      • September – October 2007
      • Article

      Trading Patterns and Excess Comovement of Stock Returns

      By: Robin Greenwood and Nathan Sosner
      n April 2000, 30 stocks were replaced in the Nikkei 225 Index. The unusually broad index redefinition allowed for a study of the effects of index-linked trading on the excess comovement of stock returns. A large increase occurred in the correlation of trading volume of... View Details
      Keywords: Stocks; Investment Return; Market Transactions; Mathematical Methods
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      Greenwood, Robin, and Nathan Sosner. "Trading Patterns and Excess Comovement of Stock Returns." Financial Analysts Journal 63, no. 5 (September–October 2007): 69–81.
      • 2007
      • Working Paper

      Highbrow Films Gather Dust: Time-inconsistent Preferences and Online DVD Rentals

      By: Katherine L. Milkman, Todd Rogers and Max H. Bazerman
      We report on a field study demonstrating systematic differences between the preferences people anticipate they will have over a series of options in the future and their subsequent revealed preferences over those options. Using a novel panel data set, we analyze the... View Details
      Keywords: Internet and the Web; Decision Choices and Conditions; Attitudes; Conflict and Resolution; Emotions; Film Entertainment; Cognition and Thinking; Entertainment and Recreation Industry
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      Milkman, Katherine L., Todd Rogers, and Max H. Bazerman. "Highbrow Films Gather Dust: Time-inconsistent Preferences and Online DVD Rentals." Harvard Business School Working Paper, No. 07-099, June 2007. (Revised July 2007, December 2007, April 2008, September 2008, January 2009.)
      • Article

      Investor Sentiment in the Stock Market

      By: Malcolm Baker and Jeffrey Wurgler
      We examine how investor sentiment affects the cross-section of stock returns. Theory predicts that a broad wave of sentiment will disproportionately affect stocks whose valuations are highly subjective and are difficult to arbitrage. We test this prediction by... View Details
      Keywords: Financial Markets; Stocks; Investment Return; Valuation; Forecasting and Prediction; Volatility; Price; Risk and Uncertainty; Behavioral Finance
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      Baker, Malcolm, and Jeffrey Wurgler. "Investor Sentiment in the Stock Market." Journal of Economic Perspectives 21, no. 2 (Spring 2007): 129–151.
      • February 2007 (Revised January 2008)
      • Supplement

      Multifactor Models (CW)

      By: Malcolm P. Baker
      Keywords: Asset Pricing; Cost of Capital; Forecasting and Prediction; Investment Funds; Investment Return; Mathematical Methods; Performance Evaluation
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      Baker, Malcolm P. "Multifactor Models (CW)." Harvard Business School Spreadsheet Supplement 207-710, February 2007. (Revised January 2008.)
      • Article

      The Effect of Dividends on Consumption

      By: Malcolm Baker, Stefan Nagel and Jeffrey Wurgler
      Classical models predict that the division of stock returns into dividends and capital appreciation does not affect investor consumption patterns, while mental accounting and other economic frictions predict that investors have a higher propensity to consume from... View Details
      Keywords: Investment; Investment Return; Economics; Stocks; Capital; Business Earnings; Investment Portfolio; Investment Funds; Cost; Saving
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      Baker, Malcolm, Stefan Nagel, and Jeffrey Wurgler. "The Effect of Dividends on Consumption." Brookings Papers on Economic Activity, no. 1 (2007): 277–291.
      • August 2006
      • Article

      Investor Sentiment and the Cross Section of Stock Returns

      By: Malcolm Baker and Jeffrey Wurgler
      We examine how investor sentiment affects the cross-section of stock returns. Theory predicts that a broad wave of sentiment will disproportionately affect stocks whose valuations are highly subjective and are difficult to arbitrage. We test this prediction by... View Details
      Keywords: Behavioral Finance; Stocks; Investment Return; Forecasting and Prediction; Motivation and Incentives; Risk and Uncertainty; Volatility
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      Baker, Malcolm, and Jeffrey Wurgler. "Investor Sentiment and the Cross Section of Stock Returns." Journal of Finance 61, no. 4 (August 2006): 1645–1680.
      • August 2006
      • Article

      Predicting Returns with Managerial Decision Variables: Is There a Small-Sample Bias?

      By: Malcolm Baker, Ryan Taliaferro and Jeffrey Wurgler
      Many studies find that aggregate managerial decision variables, such as aggregate equity issuance, predict stock or bond market returns. Recent research argues that these findings may be driven by an aggregate time-series version of Schultz's (2003, Journal of Finance... View Details
      Keywords: Prejudice and Bias; Fairness; Managerial Roles; Management Analysis, Tools, and Techniques; Equity; Bonds; Financial Markets; Investment; Capital Markets; Borrowing and Debt; Investment Return
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      Baker, Malcolm, Ryan Taliaferro, and Jeffrey Wurgler. "Predicting Returns with Managerial Decision Variables: Is There a Small-Sample Bias?" Journal of Finance 61, no. 4 (August 2006): 1711–1730. (Section V of "Pseudo Market Timing and Predictive Regressions, NBER Working Paper Series, No. 10823, contains additional analyses.)
      • 2006
      • Working Paper

      The Effect of Dividends on Consumption

      By: Malcolm Baker, Stefan Nagel and Jeffrey Wurgler
      Classical models predict that the division of stock returns into dividends and capital appreciation does not affect investor consumption patterns, while mental accounting and other economic frictions predict that investors have a higher propensity to consume from stock... View Details
      Keywords: Demand and Consumers; Personal Finance; Investment Return; Household
      Citation
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      Baker, Malcolm, Stefan Nagel, and Jeffrey Wurgler. "The Effect of Dividends on Consumption." NBER Working Paper Series, No. 12288, June 2006. (First Draft in 2005.)
      • June 2005
      • Article

      Currency Returns, Intrinsic Value, and Institutional Investor Flows

      By: K. A. Froot and T. Ramadorai
      Keywords: Currencies; Exchange Rates; Purchasing Power Parity; Real Exchange Rate; Forecasting and Prediction; Behavioral Finance; Investment Return; Market Transactions; Performance Expectations; Personal Characteristics; Asset Pricing; Financial Services Industry
      Citation
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      Froot, K. A., and T. Ramadorai. "Currency Returns, Intrinsic Value, and Institutional Investor Flows." Journal of Finance 60, no. 3 (June 2005): 1535–1566. (Revised from NBER Working Paper no. 9101, August 2002 and Harvard Business School Working Paper no. 04-036, December 2003.)
      • 2005
      • Working Paper

      Aggregate Corporate Liquidity and Stock Returns

      By: Robin Greenwood
      Aggregate investment in cash and liquid assets as a share of total corporate investment is negatively related to subsequent U.S. stock market returns between 1947 and 2003. The share of cash in total investment is a more stable predictor of returns than scaled price... View Details
      Keywords: Stocks; Financial Liquidity; Cash; Investment Return; Corporate Finance
      Citation
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      Greenwood, Robin. "Aggregate Corporate Liquidity and Stock Returns." Harvard Business School Working Paper, No. 05-014, April 2005.
      • 2005
      • Working Paper

      Investor Sentiment and the Cross-Section of Stock Returns

      By: Malcolm Baker and Jeffrey Wurgler
      We examine how investor sentiment affects the cross-section of stock returns. Theory predicts that a broad wave of sentiment will disproportionately affect stocks whose valuations are highly subjective and are difficult to arbitrage. We test this prediction by studying... View Details
      Keywords: Investment Return; Behavioral Finance; Stocks; Theory; Forecasting and Prediction
      Citation
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      Baker, Malcolm, and Jeffrey Wurgler. "Investor Sentiment and the Cross-Section of Stock Returns." NBER Working Paper Series, No. w10449, April 2005. (First draft in 2003.)
      • March 2005
      • Article

      Short- and Long-term Demand Curves for Stocks: Theory and Evidence on the Dynamics of Arbitrage

      By: Robin Greenwood
      I develop a framework to analyze demand curves for multiple risky securities at extended horizons in a setting with limits-to-arbitrage. Following an unexpected change in uninformed investor demand for several assets, I predict returns of each security to be... View Details
      Keywords: Limits To Arbitrage; Event Studies; Demand Curves; Portfolio Choice; Framework; Demand and Consumers; Change; Risk and Uncertainty; Debt Securities; Forecasting and Prediction; Stocks; Assets; Investment Portfolio; System Shocks; Price; Japan
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      Greenwood, Robin. "Short- and Long-term Demand Curves for Stocks: Theory and Evidence on the Dynamics of Arbitrage." Journal of Financial Economics 75, no. 3 (March 2005): 607–649.
      • 2005
      • Working Paper

      Can Mutual Fund Managers Pick Stocks? Evidence from Their Trades Prior to Earnings Announcements

      By: Malcolm Baker, Lubomir Litov, Jessica Wachter and Jeffrey Wurgler
      We consider measures of stock-picking skill of mutual fund managers based on the earnings announcement returns of the stocks that they hold and trade. Relative to standard approaches, this approach focuses on an especially informative subset of the returns data,... View Details
      Keywords: Stocks; Asset Management; Business Earnings; Forecasting and Prediction; Competency and Skills
      Citation
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      Baker, Malcolm, Lubomir Litov, Jessica Wachter, and Jeffrey Wurgler. "Can Mutual Fund Managers Pick Stocks? Evidence from Their Trades Prior to Earnings Announcements." NBER Working Paper Series, No. w10685, February 2005. (First Draft in 2004.)
      • 2005
      • Working Paper

      Pseudo Market Timing and Predictive Regressions

      By: Malcolm Baker, Ryan Taliaferro and Jeffrey Wurgler
      A number of studies claim that aggregate managerial decision variables, such as aggregate equity issuance, have power to predict stock or bond market returns. Recent research argues that these results may be driven by an aggregate time-series version of Schultz's... View Details
      Keywords: Managerial Roles; Equity; Market Timing; Financial Instruments; Investment Return; Mathematical Methods
      Citation
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      Baker, Malcolm, Ryan Taliaferro, and Jeffrey Wurgler. "Pseudo Market Timing and Predictive Regressions." NBER Working Paper Series, No. 10823, January 2005. (First Draft in 2004.)
      • September 2004
      • Article

      Decomposing the Persistence of International Equity Flows

      By: Kenneth A. Froot and J. Tjornhom Donohue
      Keywords: Asset Pricing; Equity Investment; Forecasting and Prediction; Behavioral Finance; Stocks; Investment Return; Market Transactions; Performance Expectations; Personal Characteristics; Financial Services Industry
      Citation
      Related
      Froot, Kenneth A., and J. Tjornhom Donohue. "Decomposing the Persistence of International Equity Flows." Finance Research Letters 1, no. 3 (September 2004): 154–170. (Revised from NBER Working Paper no. 9079, July 2002, Harvard Business School Working Paper no. 03-005, July 2002.)
      • June 2004
      • Article

      Market Liquidity as a Sentiment Indicator

      By: Malcolm Baker and Jeremy Stein
      We build a model that helps to explain why increases in liquidity-such as lower bid-ask spreads, a lower price impact of trade, or higher turnover-predict lower subsequent returns in both firm-level and aggregate data. The model features a class of irrational... View Details
      Keywords: Markets; Financial Liquidity; Price; Trade; Sales; Equity; Information; Management Analysis, Tools, and Techniques; Accounting Industry
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      Baker, Malcolm, and Jeremy Stein. "Market Liquidity as a Sentiment Indicator." Journal of Financial Markets 7, no. 3 (June 2004): 271–299.
      • November 2003
      • Article

      The Maturity of Debt Issues and Predictable Variation in Bond Returns

      By: Malcolm Baker, Robin Greenwood and Jeffrey Wurgler
      The maturity of new debt issues predicts excess bond returns. When the share of long-term debt issues in total debt issues is high, future excess bond returns are low. This predictive power comes in two parts. First, inflation, the real short-term rate, and the term... View Details
      Keywords: Borrowing and Debt; Bonds; Investment Return; Financial Markets; Forecasting and Prediction
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      Baker, Malcolm, Robin Greenwood, and Jeffrey Wurgler. "The Maturity of Debt Issues and Predictable Variation in Bond Returns." Journal of Financial Economics 70, no. 2 (November 2003): 261–291.
      • June 2003
      • Case

      Peabody Simpson at the Crossroads

      By: Rajiv Lal, Nitin Nohria and Leslie Freeman
      Three managing directors at Peabody Simpson had just returned from a firm-wide recruiting event at Columbia University, which they had covered together, as all were alumni. They were commiserating about having to submit revised forecasts to their division heads by the... View Details
      Keywords: Forecasting and Prediction; Capital Budgeting; Recruitment; Reports; Organizational Design
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      Lal, Rajiv, Nitin Nohria, and Leslie Freeman. "Peabody Simpson at the Crossroads." Harvard Business School Case 503-112, June 2003.
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