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Publications

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  • All HBS Web  (193)
    • Faculty Publications  (22)

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    • All HBS Web  (193)
      • Faculty Publications  (22)

      Mental ModelsRemove Mental Models →

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      • 2025
      • Working Paper

      A Cognitive Theory of Reasoning and Choice

      By: Pedro Bordalo, Nicola Gennaioli, Giacomo Lanzani and Andrei Shleifer
      We present a theory of decisions in which attention to the features of choice options is determined by the decision maker's categorization of the current choice problem in a set of problems she solved in the past. Categorization depends on goal-relevant as well as... View Details
      Keywords: Cognition and Thinking; Perception; Decision Choices and Conditions
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      Bordalo, Pedro, Nicola Gennaioli, Giacomo Lanzani, and Andrei Shleifer. "A Cognitive Theory of Reasoning and Choice." NBER Working Paper Series, No. 33466, February 2025.
      • August 2024
      • Case

      Scaling Seven Starling

      By: Ryan W. Buell and Carin-Isabel Knoop
      Seven Starling, a maternal mental health startup, is scaling its digital clinic model. Seven Starling addresses perinatal mental health challenges by providing licensed therapists, peer support, and medication to mothers across five states, with a hybrid care model... View Details
      Keywords: Business Model; Business Startups; Health Care and Treatment; Growth and Development Strategy; Mission and Purpose; Health Industry
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      Buell, Ryan W., and Carin-Isabel Knoop. "Scaling Seven Starling." Harvard Business School Case 625-046, August 2024.
      • July 2024
      • Article

      Chatbots and Mental Health: Insights into the Safety of Generative AI

      By: Julian De Freitas, Ahmet Kaan Uğuralp, Zeliha Uğuralp and Stefano Puntoni
      Chatbots are now able to engage in sophisticated conversations with consumers. Due to the ‘black box’ nature of the algorithms, it is impossible to predict in advance how these conversations will unfold. Behavioral research provides little insight into potential safety... View Details
      Keywords: Autonomy; Chatbots; New Technology; Brand Crises; Mental Health; Large Language Model; AI and Machine Learning; Behavior; Well-being; Technological Innovation; Ethics
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      De Freitas, Julian, Ahmet Kaan Uğuralp, Zeliha Uğuralp, and Stefano Puntoni. "Chatbots and Mental Health: Insights into the Safety of Generative AI." Journal of Consumer Psychology 34, no. 3 (July 2024): 481–491.
      • June 2024
      • Article

      Rationalizing Outcomes: Interdependent Learning in Competitive Markets

      By: Anoop R. Menon and Dennis Yao
      In this article we use simulation models to explore interdependent learning in competitive markets. Such interactions require attention to both the mental representations held by the management of the focal firm as well as the beliefs of that management about the... View Details
      Keywords: Mental Models; Strategic Interactions; Rationalization; Explanation-based View; Competition
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      Menon, Anoop R., and Dennis Yao. "Rationalizing Outcomes: Interdependent Learning in Competitive Markets." Strategy Science 9, no. 2 (June 2024): 97–117.
      • October 2023
      • Case

      Hey Jane: Delivering Abortion Pills to the Doorstep

      By: Rembrand Koning, Geraldine Pena-Galea and Sarah Mehta
      This case tells the story of Hey Jane, a telehealth clinic founded in 2020 that provides virtual medication abortion services to eligible patients in nine U.S. states. By January 2023, the company had served more than 20,000 patients and raised nearly $10 million in... View Details
      Keywords: Operations; Business Startups; Health Care and Treatment; Growth and Development Strategy; Health Industry; Technology Industry; United States
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      Koning, Rembrand, Geraldine Pena-Galea, and Sarah Mehta. "Hey Jane: Delivering Abortion Pills to the Doorstep." Harvard Business School Case 724-408, October 2023.
      • April 2023
      • Article

      Inattentive Inference

      By: Thomas Graeber
      This paper studies how people infer a state of the world from information structures that include additional, payoff-irrelevant states. For example, learning from a customer review about a product’s quality requires accounting for the reviewer’s otherwise irrelevant... View Details
      Keywords: Cognition and Thinking; Information Types; Behavior; Knowledge Acquisition
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      Graeber, Thomas. "Inattentive Inference." Journal of the European Economic Association 21, no. 2 (April 2023): 560–592.
      • November 2022
      • Technical Note

      Leader Action Orientations

      By: Ryan Raffaelli, Akshaya Varghese and Laura Weimer
      Leaders are responsible for planning and executing actions that advance organizational goals. As individuals gain career experience, they tend to develop and rely on implicit mental models that shape how they go about “getting things done.” Without knowing it, most... View Details
      Keywords: Leadership Development; Prejudice and Bias; Cognition and Thinking; Decision Making; Behavior
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      Raffaelli, Ryan, Akshaya Varghese, and Laura Weimer. "Leader Action Orientations." Harvard Business School Technical Note 423-050, November 2022.
      • November 2022 (Revised March 2024)
      • Case

      Replika AI: Monetizing a Chatbot

      By: Julian De Freitas and Nicole Tempest Keller
      In early 2018, Eugenia Kuyda, co-founder and CEO of San Francisco-based chatbot Replika AI, was deciding how to monetize the app she had built. Launched in 2017, Replika was a consumer AI “companion app” developed by a team of AI software engineers originally based in... View Details
      Keywords: Mental Health; Subscriber Models; TAM; Monetization Strategy; Marketing Strategy; Product Marketing; AI and Machine Learning; Applications and Software; Product Positioning; Health Disorders; Technology Industry
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      De Freitas, Julian, and Nicole Tempest Keller. "Replika AI: Monetizing a Chatbot." Harvard Business School Case 523-016, November 2022. (Revised March 2024.)
      • September 2021 (Revised March 2022)
      • Case

      Katie Couric Media: Landing the First Client

      By: N. Louis Shipley and William R. Kerr
      In May 2018, celebrated journalist Katie Couric and her husband, John Molner, had recently launched a full-service media firm called Katie Couric Media (KCM). Couric treasured the opportunity to address important social issues like gender equality, environmental... View Details
      Keywords: Customer Acquisition; Subscription Model; Entrepreneurship; Business Startups; Media; Customers; Acquisition; Social Issues; Brands and Branding; Media and Broadcasting Industry
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      Shipley, N. Louis, and William R. Kerr. "Katie Couric Media: Landing the First Client." Harvard Business School Case 822-011, September 2021. (Revised March 2022.)
      • 2010
      • Article

      Budgeting, Psychological Contracts, and Budgetary Misreporting

      By: Susanna Gallani, Ranjani Krishnan, Eric J. Marinich and Michael D. Shields
      This study examines the effect of psychological contract breach on budgetary misreporting. Psychological contracts are mental models or schemas that govern how employees understand their exchange relationships with their employers. Psychological contract breach leads... View Details
      Keywords: Budgeting; Psychological Contracts; Misreporting; Budgets and Budgeting; Employees; Trust
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      Gallani, Susanna, Ranjani Krishnan, Eric J. Marinich, and Michael D. Shields. "Budgeting, Psychological Contracts, and Budgetary Misreporting." Management Science 65, no. 6 (June 2019): 2924–2945.
      • 2019
      • Article

      Creativity from Paradoxical Experience: A Theory of How Individuals Achieve Creativity while Adopting Paradoxical Frames

      By: Goran Calic, Sébastien Hélie, Nick Bontis and Elaine Mosakowski
      Purpose: Extant paradox theory suggests that adopting paradoxical frames, which are mental templates adopted by individuals in order to embrace contradictions, will result in superior firm performance. Superior performance is achieved through learning and creativity,... View Details
      Keywords: Cognition and Thinking; Creativity; Learning
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      Calic, Goran, Sébastien Hélie, Nick Bontis, and Elaine Mosakowski. "Creativity from Paradoxical Experience: A Theory of How Individuals Achieve Creativity while Adopting Paradoxical Frames." Journal of Knowledge Management 23, no. 3 (2019): 397–418.
      • Article

      Kill or Die: Moral Judgment Alters Linguistic Coding of Causality

      By: Julian De Freitas, Peter DiScioli, Jason Nemirow, Maxim Massenkoff and Steven Pinker
      What is the relationship between the language people use to describe an event and their moral judgments? We test the hypothesis that moral judgment and causative verbs rely on the same underlying mental model of people’s actions. Experiment 1a finds that participants... View Details
      Keywords: Moral Cognition; Moral Psychology; Causative Verbs; Trolley Problem; Argument Structure; Moral Sensibility; Judgments
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      De Freitas, Julian, Peter DiScioli, Jason Nemirow, Maxim Massenkoff, and Steven Pinker. "Kill or Die: Moral Judgment Alters Linguistic Coding of Causality." Journal of Experimental Psychology: Learning, Memory, and Cognition 43, no. 8 (August 2017): 1173–1182.
      • Article

      A Case for Contextual Intelligence

      By: Tarun Khanna
      In this perspective, I make a case for entrepreneurs and academics alike to focus on what I have referred to elsewhere as Contextual Intelligence, the ability to understand the limits of our knowledge, and to adapt that knowledge to a context different from the one in... View Details
      Keywords: Contextual Intelligence; Institutional Voids; Entrepreneurship In Emerging Markets; Knowledge Use and Leverage; Situation or Environment; Developing Countries and Economies; Entrepreneurship
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      Khanna, Tarun. "A Case for Contextual Intelligence." Special Issue on Leveraging India: Strategies for Global Competitiveness. Management International Review 55, no. 2 (April 2015): 181–190.
      • December 2011
      • Article

      EXEMPLARY CONTRIBUTION: Transforming Mental Models on Emerging Markets

      By: Charles Dhanaraj and Tarun Khanna
      Economic growth in the Western world increasingly depends on meaningful engagement with emerging markets such as Brazil, China, India, South Africa, and Turkey. Business schools are responding with increased attention to these markets in their research and curricula.... View Details
      Keywords: Emerging Markets; Business Model; Economic Growth; Developing Countries and Economies; Research; Business Education; Learning; Financial Institutions; Framework; Transformation; Perspective; India; China; Brazil; South Africa; Turkey
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      Dhanaraj, Charles, and Tarun Khanna. "EXEMPLARY CONTRIBUTION: Transforming Mental Models on Emerging Markets." Academy of Management Learning & Education 10, no. 4 (December 2011).
      • November 2010 (Revised June 2011)
      • Case

      La Fageda

      By: Ramon Casadesus-Masanell, Joan Enric Ricart and Jordan Mitchell
      La Fageda is a manufacturer of high-quality, naturally-made yogurts in northern Catalonia, Spain. La Fageda is substantially different from its main competitors such as multinational Danone in that it is a 270-person workers' cooperative with 60 percent of its... View Details
      Keywords: Agribusiness; Business Model; Production; Cooperative Ownership; Quality; Competition; Agriculture and Agribusiness Industry; Spain
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      Casadesus-Masanell, Ramon, Joan Enric Ricart, and Jordan Mitchell. "La Fageda." Harvard Business School Case 711-452, November 2010. (Revised June 2011.)
      • March 2009 (Revised September 2010)
      • Case

      Dartmouth-Hitchcock Medical Center: Spine Care

      By: Robert S. Huckman, Michael E. Porter, Rachel Gordon and Natalie Kindred
      Describes the Spine Center at Dartmouth-Hitchcock Medical Center, a multidisciplinary unit that offers patients suffering from spinal problems "one-stop" access to a range of providers including orthopedic surgeons, neurosurgeons, neurologists, medical specialists in... View Details
      Keywords: Health Care and Treatment; Medical Specialties; Service Delivery; Service Operations; Integration; Value Creation; Health Industry; United States
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      Huckman, Robert S., Michael E. Porter, Rachel Gordon, and Natalie Kindred. "Dartmouth-Hitchcock Medical Center: Spine Care." Harvard Business School Case 609-016, March 2009. (Revised September 2010.)
      • 2007
      • Working Paper

      Mental Accounting and Small Windfalls: Evidence from an Online Grocer

      By: Katherine L. Milkman, John Beshears, Todd Rogers and Max H. Bazerman
      We study the effect of small windfalls on consumer spending decisions by examining the purchasing behavior of a sample of online grocery shoppers over the course of a year. We compare the purchases customers make when redeeming a $10-off coupon they received from their... View Details
      Keywords: Spending; Consumer Behavior; Mathematical Methods; Food and Beverage Industry; Retail Industry
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      Milkman, Katherine L., John Beshears, Todd Rogers, and Max H. Bazerman. "Mental Accounting and Small Windfalls: Evidence from an Online Grocer." Harvard Business School Working Paper, No. 08-024, September 2007. (Revised March 2008.)
      • Article

      The Effect of Dividends on Consumption

      By: Malcolm Baker, Stefan Nagel and Jeffrey Wurgler
      Classical models predict that the division of stock returns into dividends and capital appreciation does not affect investor consumption patterns, while mental accounting and other economic frictions predict that investors have a higher propensity to consume from... View Details
      Keywords: Investment; Investment Return; Economics; Stocks; Capital; Business Earnings; Investment Portfolio; Investment Funds; Cost; Saving
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      Baker, Malcolm, Stefan Nagel, and Jeffrey Wurgler. "The Effect of Dividends on Consumption." Brookings Papers on Economic Activity, no. 1 (2007): 277–291.
      • 2006
      • Working Paper

      The Effect of Dividends on Consumption

      By: Malcolm Baker, Stefan Nagel and Jeffrey Wurgler
      Classical models predict that the division of stock returns into dividends and capital appreciation does not affect investor consumption patterns, while mental accounting and other economic frictions predict that investors have a higher propensity to consume from stock... View Details
      Keywords: Demand and Consumers; Personal Finance; Investment Return; Household
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      Baker, Malcolm, Stefan Nagel, and Jeffrey Wurgler. "The Effect of Dividends on Consumption." NBER Working Paper Series, No. 12288, June 2006. (First Draft in 2005.)
      • 2002
      • Chapter

      Eliciting Mental Models through Imagery

      By: Gerald Zaltman
      Keywords: Perception; Cognition and Thinking
      Citation
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      Zaltman, Gerald. "Eliciting Mental Models through Imagery." Chap. 22 in The Languages of the Brain, edited by Albert M. Galaburda, Stephen M. Kosslyn, and Yves Christen. Cambridge: Harvard University Press, 2002.
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