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  • All HBS Web  (1,187)
    • News  (163)
    • Research  (843)
    • Events  (17)
    • Multimedia  (13)
  • Faculty Publications  (565)
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  • 25 Sep 2012
  • Working Paper Summaries

Colocation and Scientific Collaboration: Evidence from a Field Experiment

Keywords: by Kevin Boudreau, Ina Ganguli, Patrick Gaule, Eva Guinan & Karim Lakhani; Health
  • Research Summary

Research

Professor Cuddy studies the origins and outcomes of how we perceive and are influenced by other people, investigating the roles of variables such as culture, emotions, nonverbal behaviors, and hormone levels. Much of her work focuses on social categories (e.g.,... View Details

  • Article

Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses

By: Kaivalya Rawal and Himabindu Lakkaraju
As predictive models are increasingly being deployed in high-stakes decision-making, there has been a lot of interest in developing algorithms which can provide recourses to affected individuals. While developing such tools is important, it is even more critical to... View Details
Keywords: Predictive Models; Decision Making; Framework; Mathematical Methods
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Rawal, Kaivalya, and Himabindu Lakkaraju. "Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses." Advances in Neural Information Processing Systems (NeurIPS) 33 (2020).
  • Article

Family Rituals Improve the Holidays

By: Ovul Sezer, Michael I. Norton, Francesca Gino and Kathleen Vohs
Rituals are central to family life. Three studies (N = 1098) tested the relationship between family rituals and holiday enjoyment and demonstrated that family rituals improve the holidays because they amplify family closeness and involvement in the experience. In Study... View Details
Keywords: Happiness; Behavior; Satisfaction; Family and Family Relationships
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Sezer, Ovul, Michael I. Norton, Francesca Gino, and Kathleen Vohs. "Family Rituals Improve the Holidays." Special Issue on the Science of Hedonistic Consumption. Journal of the Association for Consumer Research 1, no. 4 (October 2016): 509–526.
  • March 2006
  • Module Note

Managing Innovation in an Uncertain World

By: Alan D. MacCormack
Describes the second module of the 30-session Harvard Business School elective course Managing Innovation in an Uncertain World. The course helps students understand the challenges that uncertainty implies for innovation and how to overcome these challenges. The course... View Details
Keywords: Innovation and Management; Problems and Challenges; Business Processes; Perspective; Opportunities; Risk and Uncertainty; Managerial Roles; Product Design; Business Startups; Organizational Design
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MacCormack, Alan D. "Managing Innovation in an Uncertain World." Harvard Business School Module Note 606-103, March 2006.
  • 07 Feb 2022
  • Research & Ideas

Digital Transformation: A New Roadmap for Success

processes and talent systems. [div class=infogram-embed data-id=_/eUdkBzKkQThcMS1T8PRn][/div] Embracing experimentation and the inevitable missteps and failures inherent to the innovation process is frankly nerve-racking for leaders and... View Details
Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards
  • Article

Beyond the Target Customer: Social Effects in CRM Campaigns

By: Eva Ascarza, Peter Ebbes, Oded Netzer and Matthew Danielson
Customer relationship management (CRM) campaigns have traditionally focused on maximizing the profitability of the targeted customers. The authors demonstrate that in business settings characterized by network externalities, a CRM campaign that is aimed at changing the... View Details
Keywords: Social Effects; Field Experiment; Mobile; Customer Relationship Management; Network Effects; Consumer Behavior
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Ascarza, Eva, Peter Ebbes, Oded Netzer, and Matthew Danielson. "Beyond the Target Customer: Social Effects in CRM Campaigns." Journal of Marketing Research (JMR) 54, no. 3 (June 2017): 347–363.
  • April 2011 (Revised April 2011)
  • Exercise

Raptor Oil Company: An Exercise

The exercise, which adapts a famous experiment by experimental psychologist Thomas Gilovich, is designed to show both the ubiquity of analogy or associative thinking more generally and its potential perils. Students are presented with a scenario in which an oil company... View Details
Keywords: Decision Choices and Conditions; Cognition and Thinking; Prejudice and Bias; Strategy
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"Raptor Oil Company: An Exercise." Harvard Business School Exercise 711-511, April 2011. (Revised April 2011.)
  • 28 Jan 2008
  • Research & Ideas

Billions of Entrepreneurs in China and India

defeated the Indian Army in 1962 in a border conflict, and was not generally portrayed positively. China was quite mysterious. After I cotaught an experimental MBA seminar on China and India at HBS, and then cowrote an article on India... View Details
Keywords: by Martha Lagace
  • 05 May 2015
  • First Look

First Look: May 5

scanner panel data from a single California location of a major grocery chain, and completely controlling for consumer heterogeneity, we demonstrate that bringing your own bags simultaneously increases purchases of environmentally friendly as well as indulgent... View Details
Keywords: Carmen Nobel
  • 1982
  • Article

When Self-Descriptions Contradict Behavior: Actions do Speak Louder than Words

By: T. M. Amabile and L. Kabat
Subjects viewed two videotapes, one depicting a stimulus person's self-description and the other depicting that person's behavior in a conversation, according to a four-way factorial design personality descriptor used in the self-description ("introvert" or... View Details
Keywords: Behavior; Perception; Cognition and Thinking; Judgments
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Amabile, T. M., and L. Kabat. "When Self-Descriptions Contradict Behavior: Actions do Speak Louder than Words." Social Cognition 1 (1982): 311–335.
  • Forthcoming
  • Article

Overestimation in the Aggregation of Emotional Intensity of Social Media Content

By: Jonas Paul Schone, Matthew D. Rocklage, Brian Parkinson and Amit Goldenberg
Users on social media are regularly presented with sequences of emotional content in their newsfeeds, which affects their viewpoints and emotions. Could the way users aggregate and remember emotional content from their feeds contribute to the fact emotions are... View Details
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Schone, Jonas Paul, Matthew D. Rocklage, Brian Parkinson, and Amit Goldenberg. "Overestimation in the Aggregation of Emotional Intensity of Social Media Content." Journal of Personality and Social Psychology (forthcoming). (Pre-published online August 4, 2025.)
  • 2022
  • Article

Towards Robust Off-Policy Evaluation via Human Inputs

By: Harvineet Singh, Shalmali Joshi, Finale Doshi-Velez and Himabindu Lakkaraju
Off-policy Evaluation (OPE) methods are crucial tools for evaluating policies in high-stakes domains such as healthcare, where direct deployment is often infeasible, unethical, or expensive. When deployment environments are expected to undergo changes (that is, dataset... View Details
Keywords: Analytics and Data Science; Research
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Singh, Harvineet, Shalmali Joshi, Finale Doshi-Velez, and Himabindu Lakkaraju. "Towards Robust Off-Policy Evaluation via Human Inputs." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (2022): 686–699.
  • Article

Work Group Rituals Enhance the Meaning of Work

By: Tami Kim, Ovul Sezer, Juliana Schroeder, Jane L. Risen, Francesca Gino and Michael I. Norton
The many benefits of finding meaning in work suggest the importance of identifying activities that increase job meaningfulness. The current paper identifies one such activity: engaging in rituals with workgroups. Five studies (N = 1,099) provide evidence that... View Details
Keywords: Groups; Meaningfulness; Task Meaning; Ritual; Teams; Organizational Citizenship; Groups and Teams; Behavior; Familiarity
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Kim, Tami, Ovul Sezer, Juliana Schroeder, Jane L. Risen, Francesca Gino, and Michael I. Norton. "Work Group Rituals Enhance the Meaning of Work." Organizational Behavior and Human Decision Processes 165 (July 2021): 197–212.
  • 2016
  • Chapter

Trade Associations, State Building, and the Sherman Act: The U.S. Chamber of Commerce, 1912–25

By: Laura Phillips Sawyer
From its founding in 1912 through the interwar years, the Chamber’s history shows a persistent preoccupation with progressive economics and policy making. Rather than flouting the new ideas of institutional economics, which favored federal regulators overseeing data... View Details
Keywords: Competition; Fairness; Supply and Industry; Policy; Business and Government Relations; United States
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Phillips Sawyer, Laura. "Trade Associations, State Building, and the Sherman Act: The U.S. Chamber of Commerce, 1912–25." Chap. 1 in Capital Gains: Business and Politics in Twentieth-Century America, edited by Richard R. John and Kim Phillips-Fein, 25–42. Hagley Perspectives on Business and Culture. Philadelphia, PA: University of Pennsylvania Press, 2016.
  • Research Summary

Automotive Product Development

At present, my primary research focus is studying product development in the auto industry. I am working with Stefan Thomke (HBS) and Takahiro Fujimoto (University of Tokyo) on the 4th Round of the Global Automotive Development Study. The first round of this... View Details

  • 02 Jun 2020
  • Research & Ideas

Coronavirus Careers: Cloud Kitchens Are Now Serving

reimagining the restaurant experience, allowing consumers to enjoy restaurant-quality food from the comfort and convenience of their homes, and allowing restaurants to increase their customer base beyond their physical locations. Cloud kitchens were part of this trend,... View Details
Keywords: by Lena Ye and Geoffrey Jones; Food & Beverage
  • 2023
  • Article

Post Hoc Explanations of Language Models Can Improve Language Models

By: Satyapriya Krishna, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, Sameer Singh and Himabindu Lakkaraju
Large Language Models (LLMs) have demonstrated remarkable capabilities in performing complex tasks. Moreover, recent research has shown that incorporating human-annotated rationales (e.g., Chain-of-Thought prompting) during in-context learning can significantly enhance... View Details
Keywords: AI and Machine Learning; Performance Effectiveness
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Krishna, Satyapriya, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, Sameer Singh, and Himabindu Lakkaraju. "Post Hoc Explanations of Language Models Can Improve Language Models." Advances in Neural Information Processing Systems (NeurIPS) (2023).
  • 5 Feb 2013
  • Conference Presentation

Financing Entrepreneurial Growth

By: Tom Alberg, Andrew A. Bogan, Harold Bradley, Robert D. Cooter, Monika Gruter Cheney, Oliver R. Goodenough, William R. Hambrecht, Frank Hatheway, Thomas F. Hellmann, Marianne Hudson, Jared Konczal, Josh Lerner, Robert E. Litan, Diane Mulcahy, Ramana Nanda, Frank Partnoy, Joe Ratterman, Nava Ravikant, Jay R. Ritter, Alicia Robb, David T. Robinson, Allison Schrager, Barry Silbert, E. R. Sirri, Daniel Stangler and Sharon Vosmek

Despite recent innovations in entrepreneurial finance, particularly at the early stage of business creation, many new and young companies continue to face hurdles to acquire capital.

The Kauffman Foundation addressed current challenges and opportunities in... View Details

Keywords: Finance; Entrepreneurial Finance; Venture Capital; Entrepreneurship; United States
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Alberg, Tom, Andrew A. Bogan, Harold Bradley, Robert D. Cooter, Monika Gruter Cheney, Oliver R. Goodenough, William R. Hambrecht, Frank Hatheway, Thomas F. Hellmann, Marianne Hudson, Jared Konczal, Josh Lerner, Robert E. Litan, Diane Mulcahy, Ramana Nanda, Frank Partnoy, Joe Ratterman, Nava Ravikant, Jay R. Ritter, Alicia Robb, David T. Robinson, Allison Schrager, Barry Silbert, E. R. Sirri, Daniel Stangler, and Sharon Vosmek. "Financing Entrepreneurial Growth." Paper presented at the State of Entrepreneurship Address, Ewing Marion Kauffman Foundation, Washington, DC, USA, February 5, 2013.
  • 11 Aug 2022
  • Research & Ideas

When Parents Tell Kids to ‘Work Hard,’ Do They Send the Wrong Message?

“Work hard, and you’ll be successful.” How often do we tell children that the key to success is putting forth effort? That advice might seem like admirable inspiration to encourage kids to work hard as they pursue their goals. However, new research in the Journal of... View Details
Keywords: by Michael Blanding; Education
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