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    • All HBS Web  (618)
      • Faculty Publications  (140)

      BiasesRemove Biases →

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      • 2007
      • Working Paper

      Investor Sentiment in the Stock Market

      By: Malcolm Baker and Jeffrey Wurgler
      Real investors and markets are too complicated to be neatly summarized by a few selected biases and trading frictions. The "top down" approach to behavioral finance focuses on the measurement of reduced form, aggregate sentiment and traces its effects to stock returns.... View Details
      Keywords: Investment; Markets; Behavioral Finance; Stocks
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      Baker, Malcolm, and Jeffrey Wurgler. "Investor Sentiment in the Stock Market." NBER Working Paper Series, No. 13189, June 2007.
      • February 2007
      • Case

      Behavioral Finance at JP Morgan

      By: Malcolm P. Baker and Aldo Sesia
      Following a successful model in Europe, JP Morgan has introduced a set of five U.S. retail mutual funds with an investment philosophy and marketing strategy grounded in behavioral finance. The asset management group believes that understanding investor biases like... View Details
      Keywords: Banks and Banking; Investment Funds; Behavioral Finance; Competitive Advantage; Asset Management; Marketing Strategy; Product Marketing; Customer Focus and Relationships; Banking Industry; Financial Services Industry; United States; Europe
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      Baker, Malcolm P., and Aldo Sesia. "Behavioral Finance at JP Morgan." Harvard Business School Case 207-084, February 2007.
      • 2006
      • Working Paper

      Worse but Equal: The Influence of Social Categories on Resource Allocations

      By: Stephen M. Garcia, Max H. Bazerman, Shirli Kopelman and Dale T. Miller
      This paper explores the influence of social categories on the perceived trade-off between relatively bad but equal distribution of resources between two parties and profit maximizing, yet asymmetric payoffs. Study 1 and 2 showed that people prefer to maximize profits... View Details
      Keywords: Demographics; Fairness; Resource Allocation; Decision Choices and Conditions; Profit
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      Garcia, Stephen M., Max H. Bazerman, Shirli Kopelman, and Dale T. Miller. "Worse but Equal: The Influence of Social Categories on Resource Allocations." Harvard Business School Working Paper, No. 06-033, February 2006. (Revised September 2008, June 2009. In press.)
      • Column

      The Mind of the Negotiator: Beware Your Counterpart's Biases

      By: M. H. Bazerman
      Keywords: Negotiation; Prejudice and Bias
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      Bazerman, M. H. "The Mind of the Negotiator: Beware Your Counterpart's Biases." Negotiation 8, no. 12 (December 2005). (newsletter.)
      • 2005
      • Working Paper

      Letting Misconduct Slide: The Acceptability of Gradual Erosion in Others' Unethical Behavior

      By: Francesca Gino and Max H. Bazerman
      Four laboratory studies show that people are more likely to overlook others' unethical behavior when ethical degradation occurs slowly rather than in one abrupt shift. Participants served in the role of watchdogs charged with catching instances of cheating. The... View Details
      Keywords: Ethics; Behavior; Crime and Corruption; Prejudice and Bias
      Citation
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      Gino, Francesca, and Max H. Bazerman. "Letting Misconduct Slide: The Acceptability of Gradual Erosion in Others' Unethical Behavior." Harvard Business School Working Paper, No. 06-007, August 2005. (Revised September 2006, February 2007, January 2009. Previously titled "Slippery Slopes and Misconduct: The Effect of Gradual Degradation on the Failure to Notice Others' Unethical Behavior.")
      • January 2004
      • Background Note

      Why Developers Don't Understand Why Consumers Don't Buy

      By: John T. Gourville
      Looks at the psychological biases developers bring to the new product development process. Identifies three reasons why developers may do a poor job of identifying the demand for an innovative, new concept or product: (1) the self-selection bias, (2) differing initial... View Details
      Keywords: Customer Focus and Relationships; Innovation and Invention; Knowledge Management; Product Marketing; Consumer Behavior; Product Development; Perspective; Prejudice and Bias
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      Gourville, John T. "Why Developers Don't Understand Why Consumers Don't Buy." Harvard Business School Background Note 504-068, January 2004.
      • August 1999
      • Article

      Positive Illusions and Biases of Prediction in Mutual Fund Investment Decisions

      By: D. A. Moore, T. R. Kurtzberg, C. R. Fox and M. H. Bazerman
      Keywords: Investment; Decision Making; Forecasting and Prediction
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      Moore, D. A., T. R. Kurtzberg, C. R. Fox, and M. H. Bazerman. "Positive Illusions and Biases of Prediction in Mutual Fund Investment Decisions." Organizational Behavior and Human Decision Processes 79, no. 2 (August 1999): 95–114.
      • July 1999 (Revised January 2004)
      • Case

      Chrysler and BMW: Tritec Engine Joint Venture

      By: H. Kent Bowen and Courtney Purrington
      A gifted project leader lacks significant new product development experience. The case highlights the issues and procedures related to defining the project strategy: organizing senior management approvals and support for creating a "heavyweight" team; aligning the... View Details
      Keywords: Product Development; Joint Ventures; Projects; Business Strategy; Management Teams; Groups and Teams; Machinery and Machining; Design; Business Processes; Product Design; Product; Management Analysis, Tools, and Techniques; Auto Industry
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      Bowen, H. Kent, and Courtney Purrington. "Chrysler and BMW: Tritec Engine Joint Venture." Harvard Business School Case 600-004, July 1999. (Revised January 2004.)
      • 1994
      • Chapter

      Biases and Rationality in the Mediation Process

      By: K. Gibson, L. L. Thompson and M. H. Bazerman
      Keywords: Negotiation Process; Negotiation Style; Prejudice and Bias; Attitudes
      Citation
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      Gibson, K., L. L. Thompson, and M. H. Bazerman. "Biases and Rationality in the Mediation Process." In Applications of Heuristics and Biases to Social Issues. Vol. 3, edited by L. Heath, F. Bryant, J. Edwards, E. Henderson, J. Myers, E. Posavac, Y. Suarez-Balcazar, and R. S. Tindale. Social Psychological Applications to Social Issues. New York: Plenum Press, 1994.
      • May 1990 (Revised September 1994)
      • Background Note

      Note on Financial Reporting Strategy and Analysis When Managers Have Proprietary Information

      By: Krishna G. Palepu
      Provides a framework that helps explain these real-world observations about accounting and financial statement analysis. When managers have superior information on firms' strategies, and when investors suspect that managers have incentives not to fully disclose this... View Details
      Keywords: Financial Reporting; Strategy; Knowledge Management
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      Palepu, Krishna G. "Note on Financial Reporting Strategy and Analysis When Managers Have Proprietary Information." Harvard Business School Background Note 190-188, May 1990. (Revised September 1994.)
      • January 1982
      • Article

      A Negativity Bias in Interpersonal Evaluation

      By: T. M. Amabile and A. H. Glazebrook
      Two studies were conducted to demonstrate a bias toward negativity in evaluations of persons or their work in particular social circumstances. In Study 1, subjects evaluated materials written by peers. Those working under conditions that placed them in low status... View Details
      Keywords: Social Psychology; Status and Position; Prejudice and Bias; Performance Evaluation; Situation or Environment; Perception; Attitudes
      Citation
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      Amabile, T. M., and A. H. Glazebrook. "A Negativity Bias in Interpersonal Evaluation." Journal of Experimental Social Psychology 18 (January 1982): 1–22.
      • 1980
      • Working Paper

      Taxation and the Ex-dividend Day Behavior of Common Stock Prices

      By: Jerry R. Green
      The behavior of stock prices around ex-dividend days has been suggested as evidence for tax-induced clientele effects and as a means to estimate the average effective tax rate faced by investors. In this paper these possibilities are examined theoretically and... View Details
      Keywords: Taxation; Stocks; Price
      Citation
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      Green, Jerry R. "Taxation and the Ex-dividend Day Behavior of Common Stock Prices." NBER Working Paper Series, No. 496, July 1980.
      • July 1977
      • Article

      Social Roles, Social Control and Biases in Social Perception Processes

      By: L. D. Ross, T. M. Amabile and J. Steinmetz
      To make accurate social judgments, an individual must both recognize and adequately correct for the self-presentation advantages or disadvantages conferred upon actors by their social roles. Two experiments using 120 undergraduates examined social perceptions formed... View Details
      Keywords: Perception; Prejudice and Bias; Social Psychology; Judgments; Power and Influence; Status and Position; Situation or Environment
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      Ross, L. D., T. M. Amabile, and J. Steinmetz. "Social Roles, Social Control and Biases in Social Perception Processes." Journal of Personality and Social Psychology 35, no. 7 (July 1977): 485–494.
      • Teaching Interest

      Executive Education: Finance for Senior Executives

      By: Malcolm P. Baker

      Finance for Senior Executives provides the frameworks to strategically use financial resources and position your company for future success. By examining corporate finance from both internal and external perspectives, this HBS Executive Education View Details

      • Forthcoming
      • Article

      Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation

      By: Maya Balakrishnan, Kris Ferreira and Jordan Tong
      Even if algorithms make better predictions than humans on average, humans may sometimes have private information which an algorithm does not have access to that can improve performance. How can we help humans effectively use and adjust recommendations made by... View Details
      Keywords: AI and Machine Learning; Analytics and Data Science; Forecasting and Prediction; Digital Marketing
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      Balakrishnan, Maya, Kris Ferreira, and Jordan Tong. "Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation." Management Science (forthcoming). (Pre-published online March 24, 2025.)
      • Research Summary

      Overview

      By: Iavor I. Bojinov
      Over the last decade, technology companies like Amazon, Google, and Netflix have pioneered data-driven research and development processes centered on massive experimentation. However, as companies increase the breadth and scale of their experiments to millions of... View Details
      • Research Summary

      Overview

      By: Himabindu Lakkaraju
      I develop machine learning tools and techniques which enable human decision makers to make better decisions. More specifically, my research addresses the following fundamental questions pertaining to human and algorithmic decision-making:

      1. How to build... View Details
      Keywords: Artificial Intelligence; Machine Learning; Decision Analysis; Decision Support
      • Research Summary

      Overview

      By: Katherine B. Coffman
      Professor Coffman studies the sources of gender gaps in economically-important contexts. Her work focuses on the role of beliefs: how do stereotypes bias the beliefs that individuals hold about themselves (and others), and how do these biased beliefs shape... View Details
      Keywords: Gender; Stereotypes; Diversity Management; Experiments
      • Forthcoming
      • Article

      Reflexivity in Credit Markets

      By: Robin Greenwood, Samuel G. Hanson and Lawrence J. Jin
      Reflexivity is the idea that investors' biased beliefs affect market outcomes and that market outcomes in turn affect investors’ future biases. We develop a dynamic behavioral model of the credit cycle featuring this two-way feedback loop. Investors form beliefs about... View Details
      Keywords: Reflexivity; Attitudes; Financial Markets; Forecasting and Prediction; Investment; Credit
      Citation
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      Greenwood, Robin, Samuel G. Hanson, and Lawrence J. Jin. "Reflexivity in Credit Markets." Journal of Finance (forthcoming).
      • Research Summary

      Selective Attention and Learning

      By: Joshua R. Schwartzstein

      What do we notice, and how does this affect what we learn? Standard economic models of learning ignore memory by assuming that we remember everything. But there is growing recognition that memory is imperfect. Further, memory imperfections do not stem from limited... View Details

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