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  • 2003
  • Working Paper

Model Structure Analysis Through Graph Theory: Partition Heuristics and Feedback Structure Decomposition

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Oliva, Rogelio. "Model Structure Analysis Through Graph Theory: Partition Heuristics and Feedback Structure Decomposition." Harvard Business School Working Paper, No. 04-016, October 2003.
  • Article

Signaling When Nobody Is Watching: A Reputation Heuristics Account of Outrage and Punishment in One-shot Anonymous Interactions

By: Jillian J. Jordan and David G. Rand
Moralistic punishment can confer reputation benefits by signaling trustworthiness to observers. However, why do people punish even when nobody is watching? We argue that people often rely on the heuristic that reputation is typically at stake, such that reputation... View Details
Keywords: Signaling; Morality; Trustworthiness; Anger; Third-party Punishment; Moral Sensibility; Behavior; Trust; Reputation
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Jordan, Jillian J., and David G. Rand. "Signaling When Nobody Is Watching: A Reputation Heuristics Account of Outrage and Punishment in One-shot Anonymous Interactions." Journal of Personality and Social Psychology 118, no. 1 (January 2020).
  • September 16, 2022
  • Article

3 Workplace Biases that Derail Mid-Career Women

By: Colleen Ammerman and Boris Groysberg
Mid-career women are often surprised by the levels of bias and discrimination they encounter in the workplace, especially if they’ve successfully avoided it earlier in their careers. After speaking to 100 senior women executives, the authors identified three distinct... View Details
Keywords: Personal Development and Career; Prejudice and Bias; Gender
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Ammerman, Colleen, and Boris Groysberg. "3 Workplace Biases that Derail Mid-Career Women." Harvard Business Review (website) (September 16, 2022).
  • 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.
  • 2017
  • Working Paper

Biased Beliefs About Random Samples: Evidence from Two Integrated Experiments

By: Daniel J. Benjamin, Don A. Moore and Matthew Rabin
This paper describes results of a pair of incentivized experiments on biases in judgments about random samples. Consistent with the Law of Small Numbers (LSN), participants exaggerated the likelihood that short sequences and random subsets of coin flips would be... View Details
Keywords: Probability; Economic Theory; Analysis; Incentives
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Benjamin, Daniel J., Don A. Moore, and Matthew Rabin. "Biased Beliefs About Random Samples: Evidence from Two Integrated Experiments." NBER Working Paper Series, No. 23927, October 2017.
  • Research Summary

Cognitive Biases in Hiring Discrimination, with Christopher Winship and Andras, 2008-Present

  • Research on stereotyping and employment discrimination
  • Field study with Human Resources professionals
 View Details
  • 01 Sep 2021
  • Op-Ed

How Women Can Learn from Even Biased Feedback

why, 74 percent said they found such conversations to be either uncomfortable or unhelpful. Men and women alike in the sample reported feeling not very optimistic that the feedback they’d receive would help them actually improve in their... View Details
Keywords: by Francesca Gino
  • 2021
  • Article

Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring

By: Tom Sühr, Sophie Hilgard and Himabindu Lakkaraju
Ranking algorithms are being widely employed in various online hiring platforms including LinkedIn, TaskRabbit, and Fiverr. Prior research has demonstrated that ranking algorithms employed by these platforms are prone to a variety of undesirable biases, leading to the... View Details
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Sühr, Tom, Sophie Hilgard, and Himabindu Lakkaraju. "Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society 4th (2021).
  • 21 Feb 2012
  • Research & Ideas

Leadership Program for Women Targets Subtle Promotion Biases

training-up to be 'as good as' men," says Ely. "They don't take the systemic gender biases in organizations into account when educating women about how to move into and exercise leadership."... View Details
Keywords: by Maggie Starvish
  • 2012
  • Working Paper

The Dark Side of the Vote: Biased Voters, Social Information, and Information Aggregation Through Majority Voting

We experimentally investigate information aggregation through majority voting when some voters are biased. In such situations, majority voting can have a "dark side", i.e. result in groups making choices inferior to those made by individuals acting alone. We develop a... View Details
Keywords: Prejudice and Bias; Voting
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Morton, Rebecca B., Marco Piovesan, and Jean-Robert Tyran. "The Dark Side of the Vote: Biased Voters, Social Information, and Information Aggregation Through Majority Voting." Harvard Business School Working Paper, No. 13-017, August 2012.
  • June 5, 2015
  • Article

How Banking Analysts' Biases Benefit Everyone Except Investors

By: George Serafeim, Joanne Horton and Shan Wu
Keywords: Banking; Sell-side Analysts; Financial Analysis; Financial Analysts; Career Management; Career Advancement; Labor Market; Prejudice and Bias; Investment Banking; Personal Development and Career
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Serafeim, George, Joanne Horton, and Shan Wu. "How Banking Analysts' Biases Benefit Everyone Except Investors." Harvard Business Review (website) (June 5, 2015).
  • January 2019
  • Article

The ABCs of Financial Education: Experimental Evidence on Attitudes, Behavior, and Cognitive Biases

By: Fenella Carpena, Shawn A. Cole, Jeremy Shapiro and Bilal Zia
This paper uses a large-scale field experiment in India to study attitudinal, behavioral, and cognitive constraints that can stymie the link between financial education and financial outcomes. The study complements financial education with (1) financial incentives on a... View Details
Keywords: Finance; Education; Attitudes; Behavior; Outcome or Result
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Carpena, Fenella, Shawn A. Cole, Jeremy Shapiro, and Bilal Zia. "The ABCs of Financial Education: Experimental Evidence on Attitudes, Behavior, and Cognitive Biases." Management Science 65, no. 1 (January 2019): 346–369.
  • Article

Heuristics Guide the Implementation of Social Preferences in One-Shot Prisoner's Dilemma Experiments

By: Jillian J. Jordan, Valerio Capraro and David G. Rand
Cooperation in one-shot anonymous interactions is a widely documented aspect of human behavior. Here we shed light on the motivations behind this behavior by experimentally exploring cooperation in a one-shot continuous-strategy Prisoner’s Dilemma (i.e. one-shot... View Details
Keywords: Human Behavior; Social Evolution; Behavior; Cooperation; Decision Making; Game Theory
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Jordan, Jillian J., Valerio Capraro, and David G. Rand. "Heuristics Guide the Implementation of Social Preferences in One-Shot Prisoner's Dilemma Experiments." Art. 6790. Scientific Reports 4 (2014).
  • April 2019
  • Article

Score Blending: How Scale Response Grouping Biases Perceived Standing

By: Ryan Hauser and Norbert Schwarz
Numerical values—from test scores to credit scores—inform us of our relative standing and can shape our decisions. The values are usually presented in a continuous format (which places scores on a single line) or a grouped format (which separates scores into several... View Details
Keywords: Decision-making; Scale; Decision Making; Perception
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Hauser, Ryan, and Norbert Schwarz. "Score Blending: How Scale Response Grouping Biases Perceived Standing." Journal of Behavioral Decision Making 32, no. 2 (April 2019): 194–202.
  • 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.)
  • 2021
  • Working Paper

Cognitive Biases: Mistakes or Missing Stakes?

By: Benjamin Enke, Uri Gneezy, Brian Hall, David Martin, Vadim Nelidov, Theo Offerman and Jeroen van de Ven
Despite decades of research on heuristics and biases, empirical evidence on the effect of large incentives—as present in relevant economic decisions—on cognitive biases is scant. This paper tests the effect of incentives on four widely documented biases: base rate... View Details
Keywords: Cognitive Biases; Incentives; Motivation and Incentives; Decision Making; Performance
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Enke, Benjamin, Uri Gneezy, Brian Hall, David Martin, Vadim Nelidov, Theo Offerman, and Jeroen van de Ven. "Cognitive Biases: Mistakes or Missing Stakes?" Harvard Business School Working Paper, No. 21-102, March 2021.
  • 2006
  • Working Paper

Managing Functional Biases in Organizational Forecasts: A Case Study of Consensus Forecasting in Supply Chain Planning

To date, little research has been done on managing the organizational and political dimensions of generating and improving forecasts in corporate settings. We examine the implementation of a supply chain planning process at a consumer electronics company, concentrating... View Details
Keywords: Prejudice and Bias; Business or Company Management; Supply Chain Management; Forecasting and Prediction; Planning; Electronics Industry
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Oliva, Rogelio, and Noel Watson. "Managing Functional Biases in Organizational Forecasts: A Case Study of Consensus Forecasting in Supply Chain Planning." Harvard Business School Working Paper, No. 07-024, October 2006. (Revised March 2007, January 2008.)
  • 2021
  • Working Paper

G.I. Joe Phenomena: Understanding the Limits of Metacognitive Awareness on Debiasing

By: Ariella S. Kristal and Laurie R. Santos
Knowing about one’s biases does not always allow one to overcome those biases— a phenomenon referred to as the G. I. Joe fallacy. We explore why knowing about a bias doesn’t necessarily change biased behavior. We argue that seemingly disparate G. I. Joe... View Details
Keywords: Biases; Judgment; Decision-making; Nudge; Debiasing; Illusions; Prejudice and Bias; Decision Making; Behavior; Change
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Kristal, Ariella S., and Laurie R. Santos. "G.I. Joe Phenomena: Understanding the Limits of Metacognitive Awareness on Debiasing." Harvard Business School Working Paper, No. 21-084, January 2021.
  • 02 Nov 2006
  • Working Paper Summaries

Managing Functional Biases in Organizational Forecasts: A Case Study of Consensus Forecasting in Supply Chain Planning

Keywords: by Rogelio Oliva & Noel H. Watson
  • 2020
  • Article

Subjective Semantic Surprise Resulting from Divided Attention Biases Evaluations of an Idea’s Creativity

By: Goran Calic, Nour El Shamy, Isaac Kinley, Scott Watter and Khaled Hassanein
The evaluation of an idea’s creativity constitutes an important step in successfully responding to an unexpected problem with a new solution. Yet, distractions compete for cognitive resources with the evaluation process and may change how individuals evaluate ideas. In... View Details
Keywords: Creativity; Cognition and Thinking
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Calic, Goran, Nour El Shamy, Isaac Kinley, Scott Watter, and Khaled Hassanein. "Subjective Semantic Surprise Resulting from Divided Attention Biases Evaluations of an Idea’s Creativity." Scientific Reports 10 (2020).
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