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- All HBS Web
(1,855)
- People (4)
- News (571)
- Research (1,092)
- Events (10)
- Multimedia (24)
- Faculty Publications (634)
Andy Wu
Andy Wu is the Arjun and Minoo Melwani Family Associate Professor of Business Administration in the Strategy Unit at Harvard Business School, where he teaches in the MBA and Executive Education programs. He researches, teaches, and advises managers... View Details
- 2025
- Working Paper
Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning
Reinforcement learning (RL) offers potential for optimizing sequences of customer interactions by modeling the relationships
between customer states, company actions, and long-term value. However, its practical implementation often faces significant
challenges.... View Details
Keywords: Dynamic Policy; Deep Reinforcement Learning; Representation Learning; Dynamic Difficulty Adjustment; Latent Variable Models; Customer Relationship Management; Customer Value and Value Chain; Foreign Direct Investment; Analytics and Data Science
Ma, Liangzong, Ta-Wei Huang, Eva Ascarza, and Ayelet Israeli. "Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning." Harvard Business School Working Paper, No. 25-037, February 2025.
- 2015
- Chapter
Negotiations: Statistical Aspects
'Negotiation analysis' seeks to develop prescriptive theory and useful advice for negotiators and third parties. It generally emphasizes the parties' underlying interests, alternatives to negotiated agreement, approaches to productively manage the inherent tension... View Details
Sebenius, James K. "Negotiations: Statistical Aspects." In International Encyclopedia of the Social & Behavioral Sciences. 2nd ed. Edited by James D. Wright, 430–436. London: Elsevier, 2015.
- January 2011
- Article
Let the Right One In: A Microeconomic Approach to Partner Choice in Mutualisms
By: Marco Archetti, Francisco Ubeda, Drew Fudenberg, Jerry R. Green, Naomi E. Pierce and Douglas W. Yu
One of the main problems impeding the evolution of cooperation is partner choice. When information is asymmetric (the quality of a potential partner is known only to himself), it may seem that partner choice is not possible without signaling. Many mutualisms, however,... View Details
Keywords: Microeconomics; Strategy; Partners and Partnerships; System; Problems and Challenges; Information; Economics; Theory; Cost; Decision Choices and Conditions; Cooperation
Archetti, Marco, Francisco Ubeda, Drew Fudenberg, Jerry R. Green, Naomi E. Pierce, and Douglas W. Yu. "Let the Right One In: A Microeconomic Approach to Partner Choice in Mutualisms." American Naturalist 177, no. 1 (January 2011).
- November 2000 (Revised June 2001)
- Case
Pokemon: Gotta Catch 'Em All
Pokemon, the colloquial name given to a collection of 150 fantastic, animal-inspired creatures with organic powers and the capacity to evolve, are the stars of video games, trading card games, and TV cartoons. Conceived in Japan in 1996, Pokemon quickly became that... View Details
Keywords: Age; Entertainment; Ethics; Cross-Cultural and Cross-Border Issues; Brands and Branding; Entertainment and Recreation Industry; Japan; United States
Fournier, Susan M., and Andrea Carol Wojnicki. "Pokemon: Gotta Catch 'Em All." Harvard Business School Case 501-017, November 2000. (Revised June 2001.)
- June 2025
- Case
Kevin Love and the Kevin Love Fund: Inspiring People to Live Their Healthiest Lives
By: Anita Elberse and Riyanka Ganguly
In March 2025, professional basketball player Kevin Love learned the latest numbers for what was to date the most eye-catching initiative of his foundation, the Kevin Love Fund: a mental health campaign revolving around a short, animated film—The Spider Within: A... View Details
Keywords: Entertainment; Media; Sports; Health & Wellness; Campaigns; Partnerships; Animation Entertainment; Film Entertainment; Partners and Partnerships; Prejudice and Bias; Philanthropy and Charitable Giving; Well-being; Social Issues; Entertainment and Recreation Industry; Sports Industry
Elberse, Anita, and Riyanka Ganguly. "Kevin Love and the Kevin Love Fund: Inspiring People to Live Their Healthiest Lives." Harvard Business School Case 525-055, June 2025.
- July 2015
- Article
Prosocial Norms in the Classroom: The Role of Self-regulation in Following Norms of Giving
By: P. R. Blake, M. Piovesan, N. Montinari, F. Werneken and F. Gino
Children who are prosocial in elementary school tend to have higher academic achievement and experience greater acceptance by their peers in adolescence. Despite this positive influence on educational outcomes, it is still unclear why some children are more prosocial... View Details
Blake, P. R., M. Piovesan, N. Montinari, F. Werneken, and F. Gino. "Prosocial Norms in the Classroom: The Role of Self-regulation in Following Norms of Giving." Special Issue on Behavioral Economics of Education. Journal of Economic Behavior & Organization 115 (July 2015): 18–29.
- Fall 2017
- Article
Strengthening and Streamlining Bank Capital Regulation
We propose three core principles that should inform the design of bank capital regulation. First, wherever possible, multiple constraints on the minimum level of equity capital should be consolidated into a single constraint. This helps to avoid a distortionary... View Details
Greenwood, Robin, Samuel Gregory Hanson, Jeremy C. Stein, and Adi Sunderam. "Strengthening and Streamlining Bank Capital Regulation." Brookings Papers on Economic Activity (Fall 2017). (Internet Appendix Here.)
- 16 Apr 2018
- News
Tax Reform, Round One
- Web
Teaching by the Case Method - Christensen Center for Teaching & Learning
Teaching Questions for Class Discussions Teaching Quantitative Material Strategies and Tactics for Sensitive Topics Curriculum Innovation The case method has evolved so students may act as decision-makers in new engaging formats: Game... View Details
- 2011
- Article
A Choice Prediction Competition for Social Preferences in Simple Extensive Form Games: An Introduction
By: Eyal Ert, Ido Erev and Alvin E. Roth
Two independent, but related, choice prediction competitions are organized that focus on behavior in simple two-person extensive form games: one focuses on predicting the choices of the first mover and the other on predicting the choices of the second mover. The... View Details
Keywords: Forecasting and Prediction; Behavior; Decision Choices and Conditions; Competition; Motivation and Incentives; Game Theory; Fairness
Ert, Eyal, Ido Erev, and Alvin E. Roth. "A Choice Prediction Competition for Social Preferences in Simple Extensive Form Games: An Introduction." Special Issue on Predicting Behavior in Games. Games 2, no. 3 (September 2011): 257–276.
- 2021
- Article
Don't Get It or Don't Spread It: Comparing Self-interested versus Prosocial Motivations for COVID-19 Prevention Behaviors
By: Jillian J. Jordan, Erez Yoeli and David Rand
COVID-19 prevention behaviors may be seen as self-interested or prosocial. Using American samples from MTurk and Prolific (total n = 6,850), we investigated which framing is more effective—and motivation is stronger—for fostering prevention behavior intentions. We... View Details
Keywords: COVID-19; Prevention; Prosocial Motivation; Health Pandemics; Behavior; Motivation and Incentives
Jordan, Jillian J., Erez Yoeli, and David Rand. "Don't Get It or Don't Spread It: Comparing Self-interested versus Prosocial Motivations for COVID-19 Prevention Behaviors." Art. 20222. Scientific Reports 11 (2021).
- 04 Sep 2012
- Working Paper Summaries
Level II Negotiations: Helping the Other Side Meet Its ‘Behind the Table’ Challenges
Keywords: by James Sebenius
- Web
Class Profile - Doctoral
Pricing Corporate Governance Corporate Strategy Corporate Finance Diversity Emerging Markets Environment Ethics Experimental Economics Game Theory Health Care Incentives Innovation International Business Leadership Networks Power &... View Details
- 09 Jul 2014
- Working Paper Summaries
Activist Directors: Determinants and Consequences
- 26 Jan 2011
- Working Paper Summaries
Conveniently Upset: Avoiding Altruism by Distorting Beliefs about Others
Rohit Deshpande
Rohit Deshpandé is a Baker Foundation Professor and Sebastian S. Kresge Professor of Marketing, Emeritus at Harvard Business School, where he has been teaching in the Advanced Management Program,... View Details
- 13 Jan 2003
- Research & Ideas
The Subconscious Mind of the Consumer (And How To Reach It)
these companies use these techniques effectively? The use of scientific advances requires the imaginative translation of scientific findings into effective practice in the marketplace.— Gerald Zaltman A: There are several companies that are ahead of the View Details
Keywords: by Manda Mahoney
- 30 Sep 2014
- First Look
First Look: September 30
institutions. We examine, over a 60-year period, the nationalities of the most senior positions in the United Nations Secretariat, ostensibly the world's most representative international institution. The results indicate which nations are successful in this zero-sum... View Details
Keywords: Sean Silverthorne
- 15 Aug 2023
- HBS Case
(Virtual) Reality Check: How Long Before We Live in the 'Metaverse'?
industries, such as construction and medicine, are already extensively using virtual-reality technology. And, of course, “young people today are already living in a 3D virtual world,” via Roblox, Minecraft, and other gaming platforms, Wu... View Details