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Publications

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    • All HBS Web  (157)
      • Faculty Publications  (41)

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      • December 2017
      • Article

      Discordant vs. Harmonious Selves: The Effects of Identity Conflict and Enhancement on Sales Performance in Employee-Customer Interactions

      By: Lakshmi Ramarajan, Nancy Rothbard and Steffanie Wilk
      Across multiple studies, we examine how identity conflict and enhancement within people affect performance in tasks that involve interactions between people through two mechanisms: role-immersion, operationalized as intrinsic motivation, and role-taking,... View Details
      Keywords: Identity; Interpersonal Communication; Sales; Performance
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      Ramarajan, Lakshmi, Nancy Rothbard, and Steffanie Wilk. "Discordant vs. Harmonious Selves: The Effects of Identity Conflict and Enhancement on Sales Performance in Employee-Customer Interactions." Academy of Management Journal 60, no. 6 (December 2017): 2208–2238.
      • Article

      The Career Effects of Scandal: Evidence from Scientific Retractions

      By: Pierre Azoulay, Alessandro Bonatti and Joshua Lev Krieger
      We investigate how the scientific community's perception of a scientist's prior work changes when one of his articles is retracted. Relative to non-retracted control authors, faculty members who experience a retraction see the citation rate to their earlier,... View Details
      Keywords: Reputation; Perception; Status and Position; Outcome or Result
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      Azoulay, Pierre, Alessandro Bonatti, and Joshua Lev Krieger. "The Career Effects of Scandal: Evidence from Scientific Retractions." Research Policy 46, no. 9 (November 2017).
      • October 2017
      • Article

      The Size of the LGBT Population and the Magnitude of Anti-Gay Sentiment Are Substantially Underestimated

      By: Katherine Baldiga Coffman, Lucas C. Coffman and Keith M. Marzilli Ericson
      We demonstrate that widely used measures of anti-gay sentiment and the size of the LGBT population are misestimated, likely substantially. In a series of online experiments using a large and diverse but non-representative sample, we compare estimates from the standard... View Details
      Keywords: LGBTQ; Social Trends & Culture; Economic Theory; Prejudice; Prejudice and Bias; Diversity; Economics; Demographics
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      Coffman, Katherine Baldiga, Lucas C. Coffman, and Keith M. Marzilli Ericson. "The Size of the LGBT Population and the Magnitude of Anti-Gay Sentiment Are Substantially Underestimated." Management Science 63, no. 10 (October 2017): 3168–3186.
      • August 2016
      • Article

      The Role of (Dis)similarity in (Mis)predicting Others' Preferences

      By: Kate Barasz, Tami Kim and Leslie K. John
      Consumers readily indicate liking options that appear dissimilar—for example, enjoying both rustic lake vacations and chic city vacations or liking both scholarly documentary films and action-packed thrillers. However, when predicting other consumers’ tastes for the... View Details
      Keywords: Perceived Similarity; Prediction Error; Preference Prediction; Self-other Difference; Social Inference; Cognition and Thinking; Perception; Forecasting and Prediction
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      Barasz, Kate, Tami Kim, and Leslie K. John. "The Role of (Dis)similarity in (Mis)predicting Others' Preferences." Journal of Marketing Research (JMR) 53, no. 4 (August 2016): 597–607.
      • 2016
      • Article

      Recursive Mentalizing and Common Knowledge in the Bystander Effect

      By: Kyle A. Thomas, Julian De Freitas, Peter DiScioli and Steven Pinker
      The more potential helpers there are, the less likely any individual is to help. A traditional explanation for this bystander effect is that responsibility diffuses across the multiple bystanders, diluting the responsibility of each. We investigate an... View Details
      Keywords: Bystander Effect; Diffusion Of Responsibility; Volunteer's Dilemma; Common Knowledge; Theory Of Mind; Behavior; Theory
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      Thomas, Kyle A., Julian De Freitas, Peter DiScioli, and Steven Pinker. "Recursive Mentalizing and Common Knowledge in the Bystander Effect." Journal of Experimental Psychology: General 145, no. 5 (2016): 621–629.
      • 2016
      • Working Paper

      Paying (for) Attention: The Impact of Information Processing Costs on Bayesian Inference

      By: Scott Duke Kominers, Xiaosheng Mu and Alexander Peysakhovich
      Human information processing is often modeled as costless Bayesian inference. However, research in psychology shows that attention is a computationally costly and potentially limited resource. We study a Bayesian individual for whom computing posterior beliefs is... View Details
      Keywords: Behavior; Cognition and Thinking; Economics
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      Kominers, Scott Duke, Xiaosheng Mu, and Alexander Peysakhovich. "Paying (for) Attention: The Impact of Information Processing Costs on Bayesian Inference." Working Paper, February 2016.
      • April 2015
      • Article

      Anxious and Egocentric: How Specific Emotions Influence Perspective Taking

      By: Andrew R. Todd, Matthias Forstmann, Pascal Burgmer, Alison Wood Brooks and Adam D. Galinsky
      People frequently feel anxious. Although prior research has extensively studied how feeling anxious shapes intrapsychic aspects of cognition, much less is known about how anxiety affects interpersonal aspects of cognition. Here, we examine the influence of incidental... View Details
      Keywords: Anxiety; Egocentrism; Emotion; Perspective Taking; Risk and Uncertainty; Perspective; Emotions
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      Todd, Andrew R., Matthias Forstmann, Pascal Burgmer, Alison Wood Brooks, and Adam D. Galinsky. "Anxious and Egocentric: How Specific Emotions Influence Perspective Taking." Journal of Experimental Psychology: General 144, no. 2 (April 2015): 374–391.
      • 2014
      • Article

      Thought Calibration: How Thinking Just the Right Amount Increases One’s Influence and Appeal

      By: Daniella Kupor, Zakary L. Tormala, Michael I. Norton and Derek D. Rucker
      Previous research suggests that people draw inferences about their attitudes and preferences based on their own thoughtfulness. The current research explores how observing other individuals make decisions more or less thoughtfully can shape perceptions of those... View Details
      Keywords: Thoughtfulness; Liking; Social Influence; Decisions; Attitudes; Cognition and Thinking; Power and Influence
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      Kupor, Daniella, Zakary L. Tormala, Michael I. Norton, and Derek D. Rucker. "Thought Calibration: How Thinking Just the Right Amount Increases One’s Influence and Appeal." Social Psychological & Personality Science 5, no. 3 (April 2014): 263–270.
      • November 2012
      • Article

      An Age Penalty in Racial Preferences

      By: Deborah A. Small, Devin G. Pope and Michael I. Norton
      We document an age penalty in racial discrimination: charitable behavior toward African American children decreases-and negative stereotypical inferences increase-with the age of those children. Using data from an online charity that solicits donations for school... View Details
      Keywords: Stereotyping; Charitable Giving; Prejudice; Prosocial Behavior; Philanthropy and Charitable Giving; Age; Race; Prejudice and Bias
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      Small, Deborah A., Devin G. Pope, and Michael I. Norton. "An Age Penalty in Racial Preferences." Social Psychological & Personality Science 3, no. 6 (November 2012): 730–737.
      • June 2012
      • Article

      Consequence-Cause Matching: Looking to the Consequences of Events to Infer Their Causes

      By: Robyn A. LeBoeuf and Michael I. Norton
      We show that people non-normatively infer event causes from event consequences. For example, people inferred that a product failure (computer crash) had a large cause (widespread computer virus) if it had a large consequence (job loss), but that the identical failure... View Details
      Keywords: Causal Inference; Product; Forecasting and Prediction; Motivation and Incentives; Failure
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      LeBoeuf, Robyn A., and Michael I. Norton. "Consequence-Cause Matching: Looking to the Consequences of Events to Infer Their Causes." Journal of Consumer Research 39, no. 1 (June 2012): 128–141.
      • March 2011 (Revised December 2012)
      • Case

      Demand Media

      By: John Deighton and Leora Kornfeld
      Google search had helped Demand Media grow to be a $1.9 billion online publisher. Then, social media and smartphone apps began to change the way people navigated the Internet. How should Demand Media respond? The business ran on a radically new model in which a stable... View Details
      Keywords: Business Model; Information Publishing; Consumer Behavior; Customization and Personalization; Internet and the Web; Publishing Industry
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      Deighton, John, and Leora Kornfeld. "Demand Media." Harvard Business School Case 511-043, March 2011. (Revised December 2012.) (request a courtesy copy.)
      • Article

      Temporal View of the Costs and Benefits of Self-Deception

      By: Zoe Chance, Michael I. Norton, Francesca Gino and Dan Ariely
      Researchers have documented many cases in which individuals rationalize their regrettable actions. Four experiments examine situations in which people go beyond merely explaining away their misconduct to actively deceiving themselves. We find that those who exploit... View Details
      Keywords: Hindsight Bias; Lying; Motivated Reasoning; Self-enhancement; Social Psychology; Perception; Performance Expectations
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      Chance, Zoe, Michael I. Norton, Francesca Gino, and Dan Ariely. "Temporal View of the Costs and Benefits of Self-Deception." Proceedings of the National Academy of Sciences 108, no. S3 (September 13, 2011): 15655–15659.
      • Article

      The Social Utility of Feature Creep

      By: Debora V. Thompson and Michael I. Norton
      Previous research shows that consumers frequently choose products with too many features that they later find difficult to use. Our research shows that this seemingly suboptimal behavior may in fact confer benefits when factoring in the social context of consumption.... View Details
      Keywords: Impression Management; Social Influence; Conspicuous Consumption; Signaling; Product Features; Consumer Behavior; Information Technology; Experience and Expertise; Status and Position
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      Thompson, Debora V., and Michael I. Norton. "The Social Utility of Feature Creep." Journal of Marketing Research (JMR) 48, no. 3 (June 2011): 555–565.
      • Article

      Coarse Thinking and Persuasion

      By: Sendhil Mullainathan, Joshua Schwartzstein and Andrei Shleifer
      We present a model of uninformative persuasion in which individuals "think coarsely": they group situations into categories and apply the same model of inference to all situations within a category. Coarse thinking exhibits two features that persuaders take advantage... View Details
      Keywords: Cognition and Thinking; Brands and Branding
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      Mullainathan, Sendhil, Joshua Schwartzstein, and Andrei Shleifer. "Coarse Thinking and Persuasion." Quarterly Journal of Economics 123, no. 2 (May 2008): 577–619.
      • June 2008
      • Article

      How Are Preferences Revealed?

      By: John Beshears, James J. Choi, David Laibson and Brigitte C. Madrian
      Revealed preferences are tastes that rationalize an economic agent's observed actions. Normative preferences represent the agent's actual interests. It sometimes makes sense to assume that revealed preferences are identical to normative preferences. But there are many... View Details
      Keywords: Consumer Behavior; Attitudes; Microeconomics
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      Beshears, John, James J. Choi, David Laibson, and Brigitte C. Madrian. "How Are Preferences Revealed?" Journal of Public Economics 92, nos. 8-9 (June 2008): 1787–1794.
      • November 2006
      • Article

      Patent Citations as a Measure of Knowledge Flows: The Influence of Examiner Citations

      By: Juan Alcacer and Michelle Gittelman
      Analysis of patent citations is a core methodology in the study of knowledge diffusion. However, citations made by patent examiners have not been separately reported, adding unknown noise to the data. We leverage a recent change in the reporting of patent data showing... View Details
      Keywords: Patents; Knowledge Sharing; Management Analysis, Tools, and Techniques; Information Technology; Prejudice and Bias; Change
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      Alcacer, Juan, and Michelle Gittelman. "Patent Citations as a Measure of Knowledge Flows: The Influence of Examiner Citations." Review of Economics and Statistics 88, no. 4 (November 2006): 774–779.
      • February 1994
      • Background Note

      Causal Inference

      By: Arthur Schleifer Jr.
      Discusses what causation is and what one can (and cannot) learn about causation from observational (nonexperimental) data. View Details
      Keywords: Decision Making; Analytics and Data Science; Interests
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      Schleifer, Arthur, Jr. "Causal Inference." Harvard Business School Background Note 894-032, February 1994.
      • Forthcoming
      • Article

      An AI Method to Score Celebrity Visual Potential from Human Faces

      By: Flora Feng, Shunyuan Zhang, Xiao Liu, Kannan Srinivasan and Cait Lamberton
      It has long been a mantra of marketing practice that, particularly in low-involvement situations, spokespeople should be physically attractive. This paper suggests there is a higher probability of gaining fame and influence (i.e., celebrity potential) than is captured... View Details
      Keywords: Personal Characteristics; AI and Machine Learning; Forecasting and Prediction; Marketing
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      Feng, Flora, Shunyuan Zhang, Xiao Liu, Kannan Srinivasan, and Cait Lamberton. "An AI Method to Score Celebrity Visual Potential from Human Faces." Journal of Marketing Research (JMR) (forthcoming). (Pre-published online February 12, 2025.)
      • Research Summary

      Overview

      By: Eva Ascarza
      Professor Ascarza’s research primarily focuses on providing researchers and marketers a better understanding of how to manage customer retention so as to reduce churn and increase firm’s profitability. She addresses these issues by building empirical models of customer... View Details
      Keywords: Customer Retention; Churn; Field Experiments
      • Research Summary

      Overview

      By: Ashley V. Whillans
      Engaged with field work in East Africa, South Asia, and in several large hybrid organizations in the United States, Professor Whillans places a focus on exploring questions with strong theoretical motivation in the social psychological literature and relevant... View Details
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