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Show Results For
- All HBS Web
(203)
- News (26)
- Research (136)
- Multimedia (1)
- Faculty Publications (99)
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- Article
Active World Model Learning with Progress Curiosity
By: Kuno Kim, Megumi Sano, Julian De Freitas, Nick Haber and Daniel Yamins
World models are self-supervised predictive models of how the world evolves. Humans learn world models by curiously exploring their environment, in the process acquiring compact abstractions of high bandwidth sensory inputs, the ability to plan across long temporal... View Details
Kim, Kuno, Megumi Sano, Julian De Freitas, Nick Haber, and Daniel Yamins. "Active World Model Learning with Progress Curiosity." Proceedings of the International Conference on Machine Learning (ICML) 37th (2020).
- 2025
- Article
Humor as a Window into Generative AI Bias
By: Roger Samure, Julian De Freitas and Stefano Puntoni
A preregistered audit of 600 images by generative AI across 150 different prompts explores the link between humor and discrimination in consumer-facing AI solutions. When ChatGPT updates images to make them “funnier”, the prevalence of stereotyped groups changes. While... View Details
Samure, Roger, Julian De Freitas, and Stefano Puntoni. "Humor as a Window into Generative AI Bias." Art. 1326. Scientific Reports 15 (2025).
- June 2025
- Article
Ideation with Generative AI—In Consumer Research and Beyond
By: Julian De Freitas, G. Nave and Stefano Puntoni
The use of large language models (LLMs) in consumer research is rapidly evolving, with applications including synthetic data generation, data analysis, and more. However, their role in creative ideation—a cornerstone of consumer research—remains underexplored. Drawing... View Details
De Freitas, Julian, G. Nave, and Stefano Puntoni. "Ideation with Generative AI—In Consumer Research and Beyond." Journal of Consumer Research 51, no. 1 (June 2025): 18–31.
- 01 Jul 2014
- First Look
First Look: July 1
have profoundly shaped the scope and range of organizational scholarship devoted to sexual minorities by showing that scholars using such contrasted frames have been drawn to very different research questions with respect to sexual... View Details
Keywords: Carmen Nobel
- 2021
- Comment
Willpower Is a Form of, but Not Synonymous with, Self-control
By: Ariella S. Kristal and Julian Zlatev
We build on Ainslie's discussion of willpower by highlighting another common misconception in the literature: the conflation of self-control and willpower. In our commentary, we identify this issue and discuss the importance of recognizing willpower not as synonymous... View Details
Kristal, Ariella S., and Julian Zlatev. "Willpower Is a Form of, but Not Synonymous with, Self-control." Behavioral and Brain Sciences 44 (2021): E44.
- Article
Normative Judgments and Individual Essence
By: Julian De Freitas, Kevin P. Tobia, George E. Newman and Joshua Knobe
A growing body of research has examined how people judge the persistence of identity over
time—that is, how they decide that a particular individual is the same entity from one time to the
next. While a great deal of progress has been made in understanding the types... View Details
Keywords: Concepts; Essentialism; Normative Factors; Persistence; True Self; Morality; Identity; Moral Sensibility; Perception
De Freitas, Julian, Kevin P. Tobia, George E. Newman, and Joshua Knobe. "Normative Judgments and Individual Essence." Cognitive Science 41, no. S3 (2017): 382–402.
- December 2023 (Revised February 2024)
- Case
21Seeds: Taking Shots at Breakout Growth
21Seeds, a female-founded flavor-infused tequila startup launched in 2019, had made inroads into the alcoholic beverage industry by focusing on an underserved consumer segment in spirits—women, primarily in their 30s and 40s, many of whom were moms—and by following a... View Details
Keywords: Mergers and Acquisitions; Business Startups; Growth and Development Strategy; Brands and Branding; Product Positioning; Distribution Channels; Sales; Food and Beverage Industry
Ofek, Elie, Julian De Freitas, Michael Moynihan, and Nicole Tempest Keller. "21Seeds: Taking Shots at Breakout Growth." Harvard Business School Case 524-008, December 2023. (Revised February 2024.)
- 2017
- Article
True Happiness: The Role of Morality in the Concept of Happiness
By: Jonathan Phillips, Julian De Freitas, Christian Mott, June Gruber and Joshua Knobe
Recent scientific research has settled on a purely descriptive definition of happiness that is focused solely on agents' psychological states (high positive affect, low negative affect, high life satisfaction). In contrast to this understanding, recent research has... View Details
Phillips, Jonathan, Julian De Freitas, Christian Mott, June Gruber, and Joshua Knobe. "True Happiness: The Role of Morality in the Concept of Happiness." Journal of Experimental Psychology: General 146, no. 2 (2017): 165–181.
- Article
Ownership Dilemmas: The Case of Finders Versus Landowners
By: Peter DiScioli, Rachel Karpoff and Julian De Freitas
People sometimes disagree about who owns which objects, and these ownership dilemmas can
lead to costly disputes. We investigate the cognitive mechanisms underlying people’s judgments
about finder versus landowner cases, in which a person finds an object on someone... View Details
Keywords: Ownership Dilemma; Finders; Psychology And Law; Ownership; Property; Law; Social Psychology
DiScioli, Peter, Rachel Karpoff, and Julian De Freitas. "Ownership Dilemmas: The Case of Finders Versus Landowners." Cognitive Science 41, no. S3 (2017): 502–522.
- February 2023
- Case
SIMmersion: Simulating Crucial Conversations
By: Alison Wood Brooks, Julian Zlatev and F Katelynn Boland
This case introduces readers to SIMmersion, a company founded in 2002 that creates and sells training programs to firms, government agencies, educational institutions, and individuals (B2B and B2C). Their training programs are built around simulations (“sims”) that... View Details
Brooks, Alison Wood, Julian Zlatev, and F Katelynn Boland. "SIMmersion: Simulating Crucial Conversations." Harvard Business School Case 923-040, February 2023.
- 25 Nov 2014
- First Look
First Look: November 25
Sweden, Canada, and the U.S. obtain the highest management scores closely followed by Germany, with a gap to Italy, Brazil, and then finally India. We also show that autonomous government schools (i.e., government funded but with... View Details
Keywords: Carmen Nobel
- September 2013
- Case
Advanced Leadership Pathways: David Weinstein and Write the World
By: Rosabeth Moss Kanter, Juliane Calingo Schwetz and Patricia Bissett Higgins
David Weinstein, a lawyer and former Chief Administrative Officer of mutual fund giant Fidelity Investments, launched Write the World, a proprietary online platform that included a writing curriculum, essay prompts in distinct subject matter, and access to expert... View Details
- Article
Selfishly Benevolent or Benevolently Selfish? When Self-interest Undermines versus Promotes Prosocial Behavior
By: Julian Zlatev and Dale T. Miller
Existing research shows that appeals to self-interest sometimes increase and sometimes decrease prosocial behavior. We propose that this inconsistency is in part due to the framings of these appeals. Different framings generate different salient reference points,... View Details
Keywords: Altruism; Charitable Giving; Framing; Prosocial Behavior; Reference Points; Self-interest; Philanthropy and Charitable Giving; Framework; Behavior
Zlatev, Julian, and Dale T. Miller. "Selfishly Benevolent or Benevolently Selfish? When Self-interest Undermines versus Promotes Prosocial Behavior." Organizational Behavior and Human Decision Processes 137 (November 2016): 112–122.
- January 2020
- Article
The Long-Run Dynamics of Electricity Demand: Evidence from Municipal Aggregation
By: Tatyana Deryugina, Alexander MacKay and Julian Reif
We study the dynamics of residential electricity demand by exploiting a natural experiment that produced large and long-lasting price changes in over 250 Illinois communities. Using a flexible difference-in-differences matching approach, we estimate that the price... View Details
Keywords: Electricity Demand; Consumption Dynamics; Energy; Policy; Demand and Consumers; Price; Mathematical Methods
Deryugina, Tatyana, Alexander MacKay, and Julian Reif. "The Long-Run Dynamics of Electricity Demand: Evidence from Municipal Aggregation." American Economic Journal: Applied Economics 12, no. 1 (January 2020): 86–114.
- October 2024 (Revised February 2025)
- Case
AI and Brand Management: Promises and Perils
By: Julian De Freitas and Elie Ofek
As AI gains traction across industries, companies anticipate that AI will revolutionize both backend processes and customer-facing interactions—with brands eager to leverage AI for tailored marketing materials and automated consumer engagements. Yet, despite a dramatic... View Details
Keywords: AI and Machine Learning; Brands and Branding; Reputation; Technology Adoption; Competitive Advantage
De Freitas, Julian, and Elie Ofek. "AI and Brand Management: Promises and Perils." Harvard Business School Case 525-021, October 2024. (Revised February 2025.)
- 26 Apr 2020
- Other Presentation
Towards Modeling the Variability of Human Attention
By: Kuno Kim, Megumi Sano, Julian De Freitas, Daniel Yamins and Nick Haber
Children exhibit extraordinary exploratory behaviors hypothesized to contribute to the building of models of their world. Harnessing this capacity in artificial systems promises not only more flexible technology but also cognitive models of the developmental processes... View Details
Keywords: Exploratory Learning Behaviors; Modeling; Artificial Intelligence; AI and Machine Learning
Kim, Kuno, Megumi Sano, Julian De Freitas, Daniel Yamins, and Nick Haber. "Towards Modeling the Variability of Human Attention." In Bridging AI and Cognitive Science (BAICS) Workshop. 8th International Conference on Learning Representations (ICLR), April 26, 2020.
- June 2003 (Revised November 2003)
- Case
Siemens Medical Solutions: Strategic Turnaround
By: D. Quinn Mills and Julian Kurz
Describes how Siemens Medical Solutions (MED) accomplished a remarkable turnaround from a money-losing operation to one of Siemens' most profitable divisions. By late 1996, a challenging market environment in the health care industry as well as inefficiencies in the... View Details
Keywords: Opportunities; Globalized Firms and Management; Health Care and Treatment; Transformation; Problems and Challenges; Medical Devices and Supplies Industry
Mills, D. Quinn, and Julian Kurz. "Siemens Medical Solutions: Strategic Turnaround." Harvard Business School Case 703-494, June 2003. (Revised November 2003.)
- 2023
- Working Paper
Change We Can’t Believe In: Distrust of Political Converts
By: Julian J. Zlatev, Amos Schurr and Nir Halevy
We propose and test three hypotheses regarding how people respond to political converts— individuals who switch their voting from one political party to another. Across two experiments, using behavioral and attitudinal measures of trust in two different countries, we... View Details
Zlatev, Julian J., Amos Schurr, and Nir Halevy. "Change We Can’t Believe In: Distrust of Political Converts." Harvard Business School Working Paper, No. 23-049, February 2023.
- 03 Feb 2015
- First Look
First Look: February 3
the state level. Additional models examined whether this relationship was affected, both separately and jointly, by insurance mandates and the Great Recession. Results: The coincident index was positively correlated with IVF use at the... View Details
Keywords: Sean Silverthorne
- 12 Feb 2019
- First Look
New Research and Ideas, February 12, 2019
that hold back progress in resource mobilization research. We then propose a path ahead for future research guided by two overarching goals. First, we advocate for a process perspective, focusing attention on how an individual actor’s... View Details
Keywords: Dina Gerdeman