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  • January 28, 2023
  • Article

Will We Blame Self-Driving Cars? A New Study Finds That People Are Likely to Hold Autonomous Vehicles Liable for Accidents Even When They’re Not at Fault

By: Julian De Freitas
Keywords: Technological Innovation; Legal Liability; Trust; Perception; Auto Industry
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De Freitas, Julian. "Will We Blame Self-Driving Cars? A New Study Finds That People Are Likely to Hold Autonomous Vehicles Liable for Accidents Even When They’re Not at Fault." Wall Street Journal (January 28, 2023), C5.
  • October 2020
  • Article

What Goes Down When Advice Goes Up: Younger Advisers Underestimate Their Impact

By: Ting Zhang and Michael S. North
Common wisdom suggests that older is wiser. Consequently, people rarely give advice to older individuals—even when they are relatively more expert—leading to missed learning opportunities. Across six studies (N=3,445), we explore the psychology of advisers when they... View Details
Keywords: Advice; Expertise; Knowledge Sharing; Experience and Expertise; Age; Perception
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Zhang, Ting, and Michael S. North. "What Goes Down When Advice Goes Up: Younger Advisers Underestimate Their Impact." Personality and Social Psychology Bulletin 46, no. 10 (October 2020): 1444–1460.
  • 2017
  • Working Paper

Equality and Equity in Compensation

By: Jiayi Bao and Andy Wu
Equity compensation is widely used for incentivizing skilled employees, particularly in new technology businesses. Traditional theories explaining why firms offer equity suggest that workers with higher rank should receive compensation packages more heavily weighted in... View Details
Keywords: Inequality Aversion; Compensation; Stock Options; Scarcity; Experiment; Compensation and Benefits; Equity; Equality and Inequality; Perception
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Bao, Jiayi, and Andy Wu. "Equality and Equity in Compensation." Harvard Business School Working Paper, No. 17-093, April 2017.
  • Article

Anger and Regulation

By: Rafael Di Tella and Juan Dubra
We study a model in which agents experience anger when they see a firm that has displayed insufficient concern for the welfare of its clients (i.e., altruism) making high profits. Regulation can increase welfare, for example, through fines (even with no changes in... View Details
Keywords: Altruism; Populism; Public Relations; Profit; Consumer Behavior; Perception; Governing Rules, Regulations, and Reforms
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Di Tella, Rafael, and Juan Dubra. "Anger and Regulation." Scandinavian Journal of Economics 116, no. 3 (July 2014): 734–765.
  • 2023
  • Working Paper

Going Beyond the ‘Self’ in Self-Control: Interpersonal Consequences of Commitment Strategy Use

By: Ariella Kristal and Julian Zlatev
Commitment strategies are effective mechanisms individuals can use to overcome self-control problems. Across seven studies (and three supplemental studies), we explore the negative interpersonal consequences of commitment strategy use. In Study 1, using an incentivized... View Details
Keywords: Self-control; Willpower; Commitment Strategies; Goals and Objectives; Behavior; Strategy; Perception
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Kristal, Ariella, and Julian Zlatev. "Going Beyond the ‘Self’ in Self-Control: Interpersonal Consequences of Commitment Strategy Use." Harvard Business School Working Paper, No. 22-033, November 2021. (Revised January 2023.)
  • February 2019
  • Article

Pettiness in Social Exchange

By: Tami Kim, Ting Zhang and Michael I. Norton
We identify and document a novel construct—pettiness, or intentional attentiveness to trivial details—and examine its (negative) implications in interpersonal relationships and social exchange. Seven studies show that pettiness manifests across different types of... View Details
Keywords: Relationships; Personal Characteristics; Perception; Societal Protocols
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Kim, Tami, Ting Zhang, and Michael I. Norton. "Pettiness in Social Exchange." Journal of Experimental Psychology: General 148, no. 2 (February 2019): 361–373.
  • Article

Motivated Inferences of Price and Quality in Healthcare Decisions

By: Emily Prinsloo, Kate Barasz and Peter A. Ubel
Policy makers have increasingly advocated for healthcare price transparency, whereby prices are made salient before services are rendered. While such policies may empower consumers, they also bring price to the forefront of healthcare choices as never before, with yet... View Details
Keywords: Healthcare; Price Transparency; Health Care and Treatment; Price; Quality; Perception; Consumer Behavior; Decisions; Insurance
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Prinsloo, Emily, Kate Barasz, and Peter A. Ubel. "Motivated Inferences of Price and Quality in Healthcare Decisions." Special Issue on Healthcare and Medical Decision Making edited by Dipankar Chakravarti, Jian Ni, Meng Zhu. Journal of the Association for Consumer Research 7, no. 2 (April 2022): 186–197.
  • September 2017
  • Article

The Belief in a Favorable Future

By: Todd Rogers, Don A. Moore and Michael I. Norton
People believe that future others’ preferences and beliefs will change to align with their own. People holding a particular view (e.g., support of President Trump) are more likely to believe that future others will share their view than to believe that future others... View Details
Keywords: Social Cognition; Judgment; Prediction; Forecasting; False Consensus; Donation; Open Data; Open Materials; Preregistered; Forecasting and Prediction; Perception; Values and Beliefs; Behavior
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Rogers, Todd, Don A. Moore, and Michael I. Norton. "The Belief in a Favorable Future." Psychological Science 28, no. 9 (September 2017): 1290–1301.
  • 1979
  • Chapter

Learning from Mistakes Is Easier Said than Done: Group and Organization Influences on the Detection and Correction of Human Error

By: A. Edmondson
Keywords: Learning; Perception; Attitudes; Groups and Teams; Organizational Culture; Power and Influence
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Edmondson, A. "Learning from Mistakes Is Easier Said than Done: Group and Organization Influences on the Detection and Correction of Human Error." In Organizational Psychology, edited by D. Kolb, I. Rubin, and J. McIntyre. Englewood Cliffs: Prentice Hall, 1979.
  • 09 Apr 2012
  • Research & Ideas

Who Sways the USDA on GMO Approvals?

agencies such as the USDA is to protect public health and safety; based on previous economic theory, however, Hiatt started with a different assumption—the primary goal of an agency is really to protect its own legitimacy. After all, it's the View Details
Keywords: by Michael Blanding; Food & Beverage; Biotechnology; Agriculture & Agribusiness
  • 05 Feb 2019
  • Working Paper Summaries

Stereotypes and Belief Updating

Keywords: by Katherine B. Coffman, Manuela Collis, and Leena Kulkarni
  • 2025
  • Working Paper

Lessons from an App Update at Replika AI: Identity Discontinuity in Human-AI Relationships

By: Julian De Freitas, Noah Castelo, Ahmet Kaan Uğuralp and Zeliha Oğuz-Uğuralp
As consumers increasingly interact with AI applications specialized for social relationships, what is the nature and depth of these relationships among actual users, and can company actions influence these dynamics? We find that active users of the US-based AI... View Details
Keywords: AI and Machine Learning; Welfare; Loss; Well-being; Identity; Perception; Relationships
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De Freitas, Julian, Noah Castelo, Ahmet Kaan Uğuralp, and Zeliha Oğuz-Uğuralp. "Lessons from an App Update at Replika AI: Identity Discontinuity in Human-AI Relationships." Harvard Business School Working Paper, No. 25-018, October 2024. (Revised May 2025.)
  • Article

The Interplay Between Sharing Behavior and Beliefs About Others in Children During Dictator Games

By: Hernando Santamaría-García, María Luz González-Gadea, Rafael Di Tella, Agustín Ibáñez and Mariano Sigman
Previous studies in adults demonstrated that beliefs and sharing decisions in social scenarios are closely related. However, to date, little is known about the development of this relationship in children. By using a modified dictator game, we assessed sharing behavior... View Details
Keywords: Dictator Game; Altruism; Generosity; Development; Conveniently Upset; Behavior; Values and Beliefs; Perception; Decision Making
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Santamaría-García, Hernando, María Luz González-Gadea, Rafael Di Tella, Agustín Ibáñez, and Mariano Sigman. "The Interplay Between Sharing Behavior and Beliefs About Others in Children During Dictator Games." Journal of Experimental Child Psychology 166 (February 2018): 451–464.
  • 22 May 2018
  • First Look

New Research and Ideas, May 22, 2018

Claudine, Andrea Prat, and George Serafeim Abstract—We construct a measure of corporate purpose within a sample of U.S. companies based on approximately 500,000 survey responses of worker perceptions about their employers. We find that... View Details
Keywords: Dina Gerdeman
  • 19 Jun 2013
  • Research & Ideas

Analyzing Institutions to Solve Big Problems

Weeding Out the Competition: How Alternatives Are Eliminated during Institutionalization looks at factors that make us take information for granted, even when the information isn't accurate. For example, the common perception is that the... View Details
Keywords: by Carmen Nobel & Anna Secino
  • December 2007
  • Article

The Malleability of Environmentalism

By: Kimberly A. Wade-Benzoni, Min Li, Leigh L. Thompson and Max Bazerman
In this paper, we predict and find that self-perceptions of environmentalism are changed by subtle manipulations of context and, in turn, affect environmental behavior. In Study 1, we found that people exhibit greater positive assessments of their environmental... View Details
Keywords: Research; Environmental Sustainability; Behavior; Cognition and Thinking; Identity; Perception; Personal Characteristics
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Wade-Benzoni, Kimberly A., Min Li, Leigh L. Thompson, and Max Bazerman. "The Malleability of Environmentalism." Analyses of Social Issues and Public Policy 7, no. 1 (December 2007).
  • 19 Jun 2007
  • First Look

First Look: June 19, 2007

and that this difference in construal partly underlies future lock-in. Download the paper: http://www.hbs.edu/research/pdf/07-038.pdf A Perceptions Framework for Categorizing Inventory Policies in Single-stage Inventory Systems... View Details
Keywords: Martha Lagace
  • July, 2024
  • Article

Consumer Protection in an Online World: An Analysis of Occupational Licensing

By: Chiara Farronato, Andrey Fradkin, Bradley Larsen and Erik Brynjolfsson
We study the demand and supply implications of occupational licensing using transaction-level data from a large online platform for home improvement services. We find that demand is more responsive to a professional's reviews than to the professional's... View Details
Keywords: Occupational Licensing; Consumer Protection; Perception; Experience and Expertise; Public Opinion; Governing Rules, Regulations, and Reforms; Demand and Consumers
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Farronato, Chiara, Andrey Fradkin, Bradley Larsen, and Erik Brynjolfsson. "Consumer Protection in an Online World: An Analysis of Occupational Licensing." American Economic Journal: Applied Economics 16, no. 3 (July, 2024): 549–579.
  • 24 Sep 2014
  • Op-Ed

Take a Trim Tab Approach to Climate Change

The "bully pulpit"—a term coined by Theodore Roosevelt back when the word "bully" meant terrific—originally referred to the US presidency and its tremendous potential for speaking out and influencing public opinion. Nowadays, the term describes any position with the... View Details
Keywords: by Amy C. Edmondson; Energy; Utilities
  • 14 May 2015
  • Working Paper Summaries

Humblebragging: A Distinct-and Ineffective-Self-Presentation Strategy

Keywords: by Ovul Sezer, Francesca Gino & Michael I. Norton
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