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    • All HBS Web  (172)
      • Faculty Publications  (11)

      Intuitive ProcessingRemove Intuitive Processing →

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      • November 2024
      • Article

      Preference Externality Estimators: A Comparison of Border Approaches and IVs

      By: Xi Ling, Wesley R. Hartmann and Tomomichi Amano
      This paper compares two estimators—the Border Approach and an Instrumental Variable (IV) estimator—using a unified framework where identifying variation arises from “preference externalities,” following the intuition in Waldfogel (2003). We highlight two dimensions in... View Details
      Keywords: Econometrics; Casual Inference; Marketing; Economics; Advertising; Mathematical Methods
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      Ling, Xi, Wesley R. Hartmann, and Tomomichi Amano. "Preference Externality Estimators: A Comparison of Border Approaches and IVs." Management Science 70, no. 11 (November 2024): 7892–7910.
      • 2022
      • Article

      Open or Closed? Your Mind, Your Decision!

      By: Gerald Zaltman
      The marketing profession faces challenging times. The shelf life for decisions and the half-life of the knowledge used, are becoming shorter and shorter while the problems addressed are becoming messier. Fortunately, the emergence of what I call the “prosthetic age” is... View Details
      Keywords: Marketing; Information; Cognition and Thinking; Innovation and Invention
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      Zaltman, Gerald. "Open or Closed? Your Mind, Your Decision!" Special Issue on Reflections of Eminent Marketing Scholars. Foundations and Trends® in Marketing 16, nos. 1-2 (2022): 300–307.
      • Article

      Behavioral and Neural Representations en route to Intuitive Action Understanding

      By: Leyla Tarhan, Julian De Freitas and Talia Konkle
      When we observe another person’s actions, we process many kinds of information—from how their body moves to the intention behind their movements. What kinds of information underlie our intuitive understanding about how similar actions are to each other? To address this... View Details
      Keywords: Action Perception; Intuitive Similarity; Multi-arrangement; fMRI; Representational Similarity Analysis; Behavior; Perception
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      Tarhan, Leyla, Julian De Freitas, and Talia Konkle. "Behavioral and Neural Representations en route to Intuitive Action Understanding." Neuropsychologia 163 (December 2021).
      • April 2020
      • Article

      Collective Emotions

      By: Amit Goldenberg, David Garcia, Eran Halperin and James J. Gross
      When analyzing situations in which multiple people are experiencing emotions together—whether the emotions are positive or negative and whether the situations are online or offline—we are intuitively drawn to the emotions of each individual in the situation. However,... View Details
      Keywords: Emotions; Social Psychology
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      Goldenberg, Amit, David Garcia, Eran Halperin, and James J. Gross. "Collective Emotions." Current Directions in Psychological Science 29, no. 2 (April 2020): 154–160.
      • 2025
      • Working Paper

      A Preference for Revision Absent Improvement

      By: Ximena Garcia-Rada, Leslie K. John, Ed O’Brien and Michael I. Norton
      People regularly encounter revised stimuli (e.g., revised versions of products, new editions of books, tweaked recipes, and technological updates). In principle, a world of constant revision should benefit people by affording them the most up-to-date offerings. In... View Details
      Keywords: Product Change; Versioning; Expectancy Effects; Heuristics; Intuitive Processing; Product Marketing; Change; Perception; Consumer Behavior
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      Garcia-Rada, Ximena, Leslie K. John, Ed O’Brien, and Michael I. Norton. "A Preference for Revision Absent Improvement." Harvard Business School Working Paper, No. 19-087, February 2019. (Revised April 2025.)
      • October 2018 (Revised May 2019)
      • Teaching Note

      Intuit: Turbo Tax PersonalPro - A Tale of Two Entrepreneurs

      By: Joseph Fuller, Shikhar Ghosh and Monica Baraldi
      Teaching Note for HBS No. 816-048. The case tells the story of a product manager within Intuit who develops an idea for a new product that spans two of the company's existing business units—professional tax software, sold to accountants, and the consumer focused... View Details
      Keywords: Business Units; Business or Company Management; Applications and Software; Accounting; Product Development; Financial Services Industry
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      Fuller, Joseph, Shikhar Ghosh, and Monica Baraldi. "Intuit: Turbo Tax PersonalPro - A Tale of Two Entrepreneurs." Harvard Business School Teaching Note 319-045, October 2018. (Revised May 2019.)
      • Article

      The (Perceived) Meaning of Spontaneous Thoughts

      By: Carey K. Morewedge, Colleen Giblin and Michael I. Norton
      Spontaneous thoughts, the output of a broad category of uncontrolled and inaccessible higher-order mental processes, arise frequently in everyday life. The seeming randomness by which spontaneous thoughts arise might give people good reason to dismiss them as... View Details
      Keywords: Spontaneous Thoughts; Self-Insight; Meaning; Attribution; Judgment And Decision Making; Decision Making; Cognition and Thinking
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      Morewedge, Carey K., Colleen Giblin, and Michael I. Norton. "The (Perceived) Meaning of Spontaneous Thoughts." Journal of Experimental Psychology: General 143, no. 4 (August 2014): 1742–1754.
      • 2013
      • Article

      What Goes Up Must Come Down? Experimental Evidence on Intuitive Forecasting

      By: John Beshears, James J. Choi, Andreas Fuster, David Laibson and Brigitte C. Madrian
      Do laboratory subjects correctly perceive the dynamics of a mean-reverting time series? In our experiment, subjects receive historical data and make forecasts at different horizons. The time series process that we use features short-run momentum and long-run partial... View Details
      Keywords: Forecasting and Prediction; Cognition and Thinking
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      Beshears, John, James J. Choi, Andreas Fuster, David Laibson, and Brigitte C. Madrian. "What Goes Up Must Come Down? Experimental Evidence on Intuitive Forecasting." American Economic Review: Papers and Proceedings 103, no. 3 (May 2013): 570–574.
      • September 2010 (Revised December 2012)
      • Case

      Assembling Smartphones: Takt Time ≠ Cycle Time?

      By: Willy Shih and Ethan Bernstein
      The case was prepared to be used as part of a process review in the first year Technology and Operations Management course at HBS. It offers students an opportunity to discuss the context of a manufacturing process choice, and then examine actual production numbers... View Details
      Keywords: Cognition and Thinking; Research and Development; Design; Six Sigma; Measurement and Metrics; Production
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      Shih, Willy, and Ethan Bernstein. "Assembling Smartphones: Takt Time ≠ Cycle Time?" Harvard Business School Case 611-012, September 2010. (Revised December 2012.)
      • August 2009
      • Case

      Intuit

      By: Frank V. Cespedes
      This case study provides an overview of Intuit's growth and, in particular, the sales and service initiatives that historically fueled the company's growth from start-up to a corporation. It also outlines certain processes and cultural values, as well as specific... View Details
      Keywords: Entrepreneurship; Product; Service Delivery; Business Processes; Organizational Culture; Sales; Business Strategy
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      Cespedes, Frank V. "Intuit." Harvard Business School Case 810-018, August 2009.
      • September 1998 (Revised February 1999)
      • Case

      Interactive Insurance Services: Redefining Insurance Distribution

      By: Lynda M. Applegate and Marla Malcom-Nagler
      Founded in July 1995, Interactive Insurance Services provided personal lines of insurance over the World Wide Web. In June 1996, the company was acquired by Intuit for $7.5 million. The case details the competitive and organizational issues faced by this rapidly... View Details
      Keywords: Acquisition; Restructuring; Growth and Development; Distribution; Business Processes; Competitive Strategy; Web; Insurance Industry
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      Applegate, Lynda M., and Marla Malcom-Nagler. "Interactive Insurance Services: Redefining Insurance Distribution." Harvard Business School Case 399-017, September 1998. (Revised February 1999.)
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