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Show Results For
- All HBS Web
(12,529)
- People (96)
- News (4,062)
- Research (4,286)
- Events (80)
- Multimedia (226)
- Faculty Publications (2,713)
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- 2025
- Working Paper
The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise
By: Fabrizio Dell'Acqua, Charles Ayoubi, Hila Lifshitz, Raffaella Sadun, Ethan Mollick, Lilach Mollick, Yi Han, Jeff Goldman, Hari Nair, Stew Taub and Karim R. Lakhani
We examine how artificial intelligence transforms the core pillars of collaboration—
performance, expertise sharing, and social engagement—through a pre-registered field
experiment with 776 professionals at Procter & Gamble, a global consumer packaged goods
company.... View Details
Keywords: Artificial Intelligence; Teamwork; Human-machine Interaction; Productivity; Skills; Innovation; Field Experiment; AI and Machine Learning; Groups and Teams; Competency and Skills; Performance Productivity; Collaborative Innovation and Invention; Product Development
Dell'Acqua, Fabrizio, Charles Ayoubi, Hila Lifshitz, Raffaella Sadun, Ethan Mollick, Lilach Mollick, Yi Han, Jeff Goldman, Hari Nair, Stew Taub, and Karim R. Lakhani. "The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise." Harvard Business School Working Paper, No. 25-043, March 2025.
- 2020
- Working Paper
Design and Analysis of Switchback Experiments
By: Iavor I Bojinov, David Simchi-Levi and Jinglong Zhao
In switchback experiments, a firm sequentially exposes an experimental unit to a random treatment, measures its response, and repeats the procedure for several periods to determine which treatment leads to the best outcome. Although practitioners have widely adopted... View Details
Bojinov, Iavor I., David Simchi-Levi, and Jinglong Zhao. "Design and Analysis of Switchback Experiments." Harvard Business School Working Paper, No. 21-034, September 2020.
- July 2023
- Article
Design and Analysis of Switchback Experiments
By: Iavor I Bojinov, David Simchi-Levi and Jinglong Zhao
In switchback experiments, a firm sequentially exposes an experimental unit to a random treatment, measures its response, and repeats the procedure for several periods to determine which treatment leads to the best outcome. Although practitioners have widely adopted... View Details
Bojinov, Iavor I., David Simchi-Levi, and Jinglong Zhao. "Design and Analysis of Switchback Experiments." Management Science 69, no. 7 (July 2023): 3759–3777.
- Article
The Errors of Experts: When Expertise Hinders Effective Provision and Seeking of Advice and Feedback
By: Ting Zhang, Kelly Harrington and Elad Sherf
To be effective, experts need to simultaneously develop others (i.e. provide advice and feedback to novices) and advance their own learning (i.e. seek and incorporate advice and feedback from others). However, expertise, and the state of efficacy associated with it,... View Details
Keywords: Expertise; Self-efficacy; Feedback; Perspective Taking; Cognitive Entrenchment; Interpersonal Communication
Zhang, Ting, Kelly Harrington, and Elad Sherf. "The Errors of Experts: When Expertise Hinders Effective Provision and Seeking of Advice and Feedback." Current Opinion in Psychology 43 (February 2022): 91–95.
- January 2015
- Article
Are Incentives Without Expertise Sufficient? Evidence from Fortune 500 Firms
By: Emilie R. Feldman and Cynthia A. Montgomery
Agency theory predicts that incentives will align agents' interests with those of principals. However, the resource-based view suggests that to be effective, the incentive to deliver must be paired with the ability to deliver. Using Fortune 500 boards as an... View Details
Keywords: Board Of Directors; Corporate Governance; Incentives; Expertise; Motivation and Incentives; Governing and Advisory Boards; Experience and Expertise; Agency Theory
Feldman, Emilie R., and Cynthia A. Montgomery. "Are Incentives Without Expertise Sufficient? Evidence from Fortune 500 Firms." Strategic Management Journal 36, no. 1 (January 2015): 113–122.
- Other Article
High Velocity Business Experiments
By: Stefan Thomke and Jim Euchner
Thomke, Stefan, and Jim Euchner. "High Velocity Business Experiments." Research-Technology Management 63, no. 4 (July–August 2020).
- 2012
- Working Paper
Expertise Dissensus: A Multi-level Model of Teams' Differing Perceptions about Member Expertise
By: Heidi K. Gardner and Lisa Kwan
Why are some teams more effective than others at using their members' expertise to achieve short-term performance and longer term developmental benefits? We propose that a critical factor is expertise dissensus-members' differing perceptions of each other's level of... View Details
Keywords: Groups and Teams; Failure; Experience and Expertise; Research; Performance Effectiveness; Knowledge Use and Leverage; Perception; Personal Development and Career
Gardner, Heidi K., and Lisa Kwan. "Expertise Dissensus: A Multi-level Model of Teams' Differing Perceptions about Member Expertise." Harvard Business School Working Paper, No. 12-070, February 2012. (Revised March 2012.)
- March 2020 (Revised May 2020)
- Case
Board Director Dilemmas—Sharing Expertise
By: David G. Fubini, Suraj Srinivasan and Amram Migdal
This case focuses on a new director who was invited to the board specifically due to her expertise in a technical area. The case allows for discussion of the board director’s appropriate role: to advise and direct management or to ask thoughtful questions about... View Details
Keywords: Board Of Directors; Corporate Governance; Governing and Advisory Boards; Experience and Expertise
Fubini, David G., Suraj Srinivasan, and Amram Migdal. "Board Director Dilemmas—Sharing Expertise." Harvard Business School Case 120-101, March 2020. (Revised May 2020.)
- 2018
- Chapter
Behavioral Empirics and Field Experiments
By: Maria Ibanez and Bradley R. Staats
As the study of behavioral operations has continued to grow, an increasing number of researchers are turning to the field (e.g., conducting observational studies or natural or field experiments) to push deeper in order to find the answers to relevant behavioral... View Details
Keywords: Behavioral Operations; Empirical Operations; Empirical Operations Management; Field Experiments; Behavior; Operations; Management; Research
Ibanez, Maria, and Bradley R. Staats. "Behavioral Empirics and Field Experiments." In The Handbook of Behavioral Operations, edited by Karen Donohue, Elena Katok, and Stephen Leider, 121–148. Hoboken, NJ: John Wiley & Sons, 2018.
- November 2019
- Article
Conversations and Idea Generation: Evidence from a Field Experiment
By: Sharique Hasan and Rembrand Koning
When do conversations lead people to generate better ideas? We conducted a field experiment at a startup boot camp to evaluate the impact of informal conversations on the quality of product ideas generated by participants. Specifically, we examine how the personality... View Details
Keywords: Peer Effects; Field Experiment; Interpersonal Communication; Creativity; Personal Characteristics; Entrepreneurship; Innovation and Invention
Hasan, Sharique, and Rembrand Koning. "Conversations and Idea Generation: Evidence from a Field Experiment." Art. 103811. Research Policy 48, no. 9 (November 2019).
- March 2020 (Revised March 2023)
- Module Note
The Role of Experiments in Organizations
By: Michael Luca
This note outlines the structure and content of a four-class module—The Role of Experiments in Organizations—that is designed to introduce students to the role of experimental methods in managerial decisions. View Details
Luca, Michael. "The Role of Experiments in Organizations." Harvard Business School Module Note 920-044, March 2020. (Revised March 2023.)
- June 2024
- Article
Information Spillovers in Experience Goods Competition
By: Zhuoqiong Charlie Chen, Christopher Stanton and Catherine Thomas
When experience goods compete, consuming one product can be informative about value for similar untried products. We study a two-period model of duopoly competition in markets that have this feature and where firms can price discriminate between consumers based on... View Details
Chen, Zhuoqiong Charlie, Christopher Stanton, and Catherine Thomas. "Information Spillovers in Experience Goods Competition." Management Science 70, no. 6 (June 2024): 3923–3950.
- Summer 2020
- Article
Want to Make Better Decisions? Start Experimenting
By: Michael Luca and Max Bazerman
Four lessons for using randomized controlled experiments to create value for your company and customers View Details
Luca, Michael, and Max Bazerman. "Want to Make Better Decisions? Start Experimenting." MIT Sloan Management Review 61, no. 4 (Summer 2020).
- March 2017
- Exercise
Designing Transformational Customer Experiences
By: Stefan Thomke
Anyone who has recently travelled, gone shopping, or tried to have a problem solved may have little recollection of the experience. Worse yet, some are frustrated by the lack of responsiveness or empathy that they encountered. The reality is that most customer... View Details
Keywords: Customer Experience; Exercise; Learning By Doing; LEGO; Storytelling; Customer Satisfaction; Design; Innovation and Management; Transformation; Service Delivery
Thomke, Stefan. "Designing Transformational Customer Experiences." Harvard Business School Exercise 617-051, March 2017.
- Article
Experience Theory, or How Desserts Are Like Losses
By: Jolie M. Martin, Martin Reimann and Michael I. Norton
While many experiments have explored risk preferences for money, few have systematically assessed risk preferences for everyday experiences. We propose a conceptual model and provide convergent evidence from seven experiments that, in contrast to a typical “zero”... View Details
Keywords: Experiences; Monetary Gambles; Risk Preferences; Experience Theory; Risk and Uncertainty; Behavior; Decision Choices and Conditions
Martin, Jolie M., Martin Reimann, and Michael I. Norton. "Experience Theory, or How Desserts Are Like Losses." Journal of Experimental Psychology: General 145, no. 11 (November 2016): 1460–1472.
- September–October 1994
- Article
How to Integrate Work and Deepen Expertise
Keywords: Integration
Leonard-Barton, D., H. K. Bowen, K. B. Clark, C. Holloway, and S. C. Wheelwright. "How to Integrate Work and Deepen Expertise." #94502. Harvard Business Review 72, no. 5 (September–October 1994): 121–130.
- 2020
- Book
Experimentation Works: The Surprising Power of Business Experiments
By: Stefan Thomke
Don’t fly blind. See how the power of experiments works for you. When it comes to improving customer experiences, trying out new business models, or developing new products, even the most experienced managers often get it wrong. They discover that intuition,... View Details
Keywords: Experimentation; Experiments; Market Research; Innovation and Invention; Innovation and Management; Customers; Research
Thomke, Stefan. Experimentation Works: The Surprising Power of Business Experiments. Boston, MA: Harvard Business Review Press, 2020.
- 1995
- Chapter
How to Integrate Work and Deepen Expertise
Leonard, D. A., H. K. Bowen, K. B. Clark, C. Holloway, and S. C. Wheelwright. "How to Integrate Work and Deepen Expertise." In The Product Development Challenge: Competing Through Speed, Quality, and Creativity, edited by K. B. Clark and S. C. Wheelwright. Boston: Harvard Business School Press, 1995.
- June 2013
- Article
Opting-in: Participation Bias in Economic Experiments
By: Robert Slonim, Carmen Wang, Ellen Garbarino and Danielle Merrett
Assuming individuals rationally decide whether to participate or not to participate in lab experiments, we hypothesize several non-representative biases in the characteristics of lab participants. We test the hypotheses by first collecting survey and experimental data... View Details
Slonim, Robert, Carmen Wang, Ellen Garbarino, and Danielle Merrett. "Opting-in: Participation Bias in Economic Experiments." Journal of Economic Behavior & Organization 90 (June 2013): 43–70.