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  • All HBS Web  (1,186)
    • News  (163)
    • Research  (842)
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    • Multimedia  (13)
  • Faculty Publications  (564)
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  • 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.
  • May 2018
  • Article

The Downside of Downtime: The Prevalence and Work Pacing Consequences of Idle Time at Work

By: Andrew Brodsky and Teresa M. Amabile
Although both media commentary and academic research have focused much attention on the dilemma of employees being too busy, this paper presents evidence of the opposite phenomenon, in which employees do not have enough work to fill their time and are left with hours... View Details
Keywords: Employees; Working Conditions; Performance Consistency; Performance Productivity
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Brodsky, Andrew, and Teresa M. Amabile. "The Downside of Downtime: The Prevalence and Work Pacing Consequences of Idle Time at Work." Journal of Applied Psychology 103, no. 5 (May 2018): 496–512.
  • 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.)
  • 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
  • 11 Jan 2021
  • Research & Ideas

Is A/B Testing Effective? Evidence from 35,000 Startups

Startups that use A/B testing scale more quickly, launch more products, and attract more venture capital, according to recent research. But not all startups enjoy these benefits. Early-stage startups using experimentation strategies... View Details
Keywords: by Kristen Senz
  • 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.
  • 17 Apr 2012
  • First Look

First Look: April 17

  PublicationsHappiness Runs in a Circular Motion: Evidence for a Positive Feedback Loop between Prosocial Spending and Happiness Authors:Lara B. Aknin, Elizabeth W. Dunn, and Michael I. Norton Publication:Journal of Happiness Studies 13 (2012) Abstract We examine... View Details
Keywords: Carmen Nobel
  • 2023
  • Article

Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse

By: Martin Pawelczyk, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci and Himabindu Lakkaraju
As machine learning models are increasingly being employed to make consequential decisions in real-world settings, it becomes critical to ensure that individuals who are adversely impacted (e.g., loan denied) by the predictions of these models are provided with a means... View Details
Keywords: AI and Machine Learning; Decision Choices and Conditions; Mathematical Methods
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Pawelczyk, Martin, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci, and Himabindu Lakkaraju. "Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse." Proceedings of the International Conference on Learning Representations (ICLR) (2023).
  • Article

Social Technology: An Interdisciplinary Approach to Improving Care for Older Adults

By: Arthur Kleinman, Hongtu Chen, Sue E. Levkoff, Ann Forsyth, David E. Bloom, Winnie Yip, Tarun Khanna, Conor J. Walsh, David Perry, Ellen W. Seely, Anne S. Kleinman, Yan Zhang, Yuan Wang, Jun Jing, Tianshu Pan, Ning An, Zhenggang Bai, Jiexiu Wang, Qing Liu and Fawwaz Habbal
Population aging is a defining demographic reality of our era. It is associated with an increase in the societal burden of delivering care to older adults with chronic conditions or frailty. How to integrate global population aging and technology development to help... View Details
Keywords: Health Care and Treatment; Age; Service Delivery; Information Technology; Collaborative Innovation and Invention
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Kleinman, Arthur, Hongtu Chen, Sue E. Levkoff, Ann Forsyth, David E. Bloom, Winnie Yip, Tarun Khanna, Conor J. Walsh, David Perry, Ellen W. Seely, Anne S. Kleinman, Yan Zhang, Yuan Wang, Jun Jing, Tianshu Pan, Ning An, Zhenggang Bai, Jiexiu Wang, Qing Liu, and Fawwaz Habbal. "Social Technology: An Interdisciplinary Approach to Improving Care for Older Adults." Art. 729149. Frontiers in Public Health 9 (2021).
  • 11 Mar 2008
  • Working Paper Summaries

Finding Missing Markets (and a disturbing epilogue): Evidence from an Export Crop Adoption and Marketing Intervention in Kenya

Keywords: by Nava Ashraf, Xavier Giné & Dean Karlan; Food & Beverage
  • 06 May 2010
  • Working Paper Summaries

Introductory Reading For Being a Leader and The Effective Exercise of Leadership: An Ontological Model

Keywords: by Werner Erhard, Michael C. Jensen, Steve Zaffron & Kari L. Granger; Education
  • Winter 2022
  • Article

Determinants of Small Business Reopening Decisions After COVID Restrictions Were Lifted

By: Dylan Balla-Elliott, Zoë B. Cullen, Edward L. Glaeser, Michael Luca and Christopher Stanton
The COVID-19 pandemic led to dramatic economic disruptions, including government-imposed restrictions that temporarily shuttered millions of American businesses. We use a nation-wide survey of thousands of small business owners to establish three main facts about... View Details
Keywords: COVID-19; Demand Forecasting; Reopening; Health Pandemics; Government Administration; Small Business
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Balla-Elliott, Dylan, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, and Christopher Stanton. "Determinants of Small Business Reopening Decisions After COVID Restrictions Were Lifted." Journal of Policy Analysis and Management 41, no. 1 (Winter 2022): 278–317.
  • 18 Jul 2023
  • Research & Ideas

Will Global Demand for Oil Peak This Decade?

Is the globe’s thirst for oil finally topping out? A major international energy watcher says yes, predicting last month that demand for global oil for transport will peak around 2026, plateau for all uses by 2028, and possibly hit a zenith by the end of the decade.... View Details
Keywords: by Alvin Powell, Harvard Gazette; Energy; Industrial Products; Auto; Green Technology
  • 29 Jul 2002
  • Research & Ideas

Time Pressure and Creativity: Why Time is Not on Your Side

by experts who were also blind to the experimental conditions. I found that the creativity of the poems was significantly lower in the extrinsic motivation condition than in the other conditions. This supported one of the main findings of... View Details
Keywords: by Sean Silverthorne; Education; Fine Arts
  • 2022
  • Article

Social Interactivity in Live Video Experiences Reduces Loneliness

By: Benjamin T. Kaveladze, Robert R. Morris, Rosa Victoria Dimitrova-Gammeltoft, Amit Goldenberg, James J. Gross, Judd Antin, Melissa Sandgren and Melissa C. Thomas-Hunt
Background: Loneliness, especially when chronic, can substantially reduce one's quality of life. However, positive social experiences might help to break cycles of loneliness by promoting more prosocial cognitions and behaviors. Internet-mediated live video... View Details
Keywords: Lonelines; Social Connection; Internet-mediated Communication; Experiment; Emotions; Well-being; Interpersonal Communication; Internet
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Kaveladze, Benjamin T., Robert R. Morris, Rosa Victoria Dimitrova-Gammeltoft, Amit Goldenberg, James J. Gross, Judd Antin, Melissa Sandgren, and Melissa C. Thomas-Hunt. "Social Interactivity in Live Video Experiences Reduces Loneliness." Frontiers in Digital Health 4:859849 (2022).
  • 09 May 2013
  • Working Paper Summaries

Clusters of Entrepreneurship and Innovation

Keywords: by Aaron Chatterji, Edward Glaeser & William Kerr
  • 18 Dec 2012
  • First Look

First Look: December 18

  PublicationsHarder Than I Thought: Adventures of a Twenty-First Century Leader Authors:Austin, Robert D., Richard L. Nolan, and Shannon O'Donnell Publication:Harvard Business Review Press, 2012 Abstract Being a great leader today is much harder than you think-meet... View Details
Keywords: Carmen Nobel
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