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  • July 2019 (Revised November 2019)
  • Case

Osaro: Picking the Best Path

By: William R. Kerr, James Palano and Bastiane Huang
The founder of Osaro saw the potential of deep reinforcement learning to allow robots to be applied to new applications. Osaro targeted warehousing, already a dynamic industry for robotics and automation, for its initial product—a system which would allow robotic arms... View Details
Keywords: Artificial Intelligence; Machine Learning; Robotics; Robots; Ecommerce; Fulfillment; Warehousing; AI; Startup; Technology Commercialization; Business Startups; Entrepreneurship; Logistics; Order Taking and Fulfillment; Information Technology; Commercialization; Learning; Complexity; Competition; E-commerce
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Kerr, William R., James Palano, and Bastiane Huang. "Osaro: Picking the Best Path." Harvard Business School Case 820-012, July 2019. (Revised November 2019.)
  • 06 Apr 2020
  • Working Paper Summaries

A General Theory of Identification

Keywords: by Iavor Bojinov and Guillaume Basse
  • 01 Apr 2024
  • In Practice

Navigating the Mood of Customers Weary of Price Hikes

decreasing). Indeed, that’s the case, but the average masks a lot of differences: across products, across geographies, across consumption patterns. And it appears that those differences have been increasing... View Details
Keywords: by Rachel Layne; Retail; Consumer Products
  • October–December 2022
  • Article

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

By: Mochen Yang, Edward McFowland III, Gordon Burtch and Gediminas Adomavicius
Combining machine learning with econometric analysis is becoming increasingly prevalent in both research and practice. A common empirical strategy involves the application of predictive modeling techniques to "mine" variables of interest from available data, followed... View Details
Keywords: Machine Learning; Econometric Analysis; Instrumental Variable; Random Forest; Causal Inference; AI and Machine Learning; Forecasting and Prediction
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Yang, Mochen, Edward McFowland III, Gordon Burtch, and Gediminas Adomavicius. "Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem." INFORMS Journal on Data Science 1, no. 2 (October–December 2022): 138–155.
  • Research Summary

On the Political Economy of Stabilization Programs

By: Laura Alfaro
This paper provides a political economy explanation for temporary exchange-rate-based stabilization programs by focusing on the distributional effects of real exchange-rate appreciation. I propose an economy in which agents are endowed with either tradable or... View Details
  • May–June 2018
  • Article

The Surprising Power of Questions

By: Alison Wood Brooks and Leslie K. John
Much of an executive’s workday is spent asking others for information—requesting status updates from a team leader, for example, or questioning a counterpart in a tense negotiation. Yet unlike professionals such as litigators, journalists, and doctors, who are taught... View Details
Keywords: Interpersonal Communication; Communication Strategy; Information; Knowledge Sharing; Performance Effectiveness
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Brooks, Alison Wood, and Leslie K. John. "The Surprising Power of Questions." Harvard Business Review 96, no. 3 (May–June 2018): 60–67.
  • July 2008
  • Article

Harnessing Our Inner Angels and Demons: What We Have Learned About Want/Should Conflicts and How That Knowledge Can Help Us Reduce Short-Sighted Decision Making

By: Katherine L. Milkman, Todd Rogers and Max Bazerman
Although observers of human behavior have long been aware that people regularly struggle with internal conflict when deciding whether to behave responsibly or indulge in impulsivity, psychologists and economists did not begin to empirically investigate this type of... View Details
Keywords: Decision Choices and Conditions; Ethics; Policy; Behavior; Conflict and Resolution
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Milkman, Katherine L., Todd Rogers, and Max Bazerman. "Harnessing Our Inner Angels and Demons: What We Have Learned About Want/Should Conflicts and How That Knowledge Can Help Us Reduce Short-Sighted Decision Making." Perspectives on Psychological Science 3, no. 4 (July 2008).
  • 2007
  • Working Paper

Harnessing Our Inner Angels and Demons: What We Have Learned About Want/Should Conflicts and How That Knowledge Can Help Us Reduce Short-Sighted Decision Making

By: Katherine L. Milkman, Todd Rogers and Max H. Bazerman
Although observers of human behavior have long been aware that people regularly struggle with internal conflict when deciding whether to behave responsibly or indulge in impulsivity, psychologists and economists did not begin to empirically investigate this type of... View Details
Keywords: Decision Choices and Conditions; Ethics; Policy; Behavior; Conflict and Resolution
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Milkman, Katherine L., Todd Rogers, and Max H. Bazerman. "Harnessing Our Inner Angels and Demons: What We Have Learned About Want/Should Conflicts and How That Knowledge Can Help Us Reduce Short-Sighted Decision Making." Harvard Business School Working Paper, No. 08-020, September 2007.
  • 2019
  • Book

The Business of Platforms: Strategy in the Age of Digital Competition, Innovation, and Power

By: Michael A. Cusumano, Annabelle Gawer and David B. Yoffie
The Business of Platforms explores the strategic, economic, and technology management challenges of digital platform businesses. We have five major themes in the book: 1) The world’s most valuable companies are all platforms, in part because platforms have... View Details
Keywords: Strategy; Technology; Platform; Internet and the Web; Management; Competitive Strategy; Digital Platforms
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Cusumano, Michael A., Annabelle Gawer, and David B. Yoffie. The Business of Platforms: Strategy in the Age of Digital Competition, Innovation, and Power. Harper Business, 2019.
  • 10 Oct 2007
  • Working Paper Summaries

Harnessing Our Inner Angels and Demons: What We Have Learned About Want/Should Conflicts and How That Knowledge Can Help Us Reduce Short-Sighted Decision Making

Keywords: by Katherine L. Milkman, Todd Rogers & Max H. Bazerman
  • November 2022
  • Article

A Language-Based Method for Assessing Symbolic Boundary Maintenance between Social Groups

By: Anjali M. Bhatt, Amir Goldberg and Sameer B. Srivastava
When the social boundaries between groups are breached, the tendency for people to erect and maintain symbolic boundaries intensifies. Drawing on extant perspectives on boundary maintenance, we distinguish between two strategies that people pursue in maintaining... View Details
Keywords: Culture; Machine Learning; Natural Language Processing; Symbolic Boundaries; Organizations; Boundaries; Social Psychology; Interpersonal Communication; Organizational Culture
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Bhatt, Anjali M., Amir Goldberg, and Sameer B. Srivastava. "A Language-Based Method for Assessing Symbolic Boundary Maintenance between Social Groups." Sociological Methods & Research 51, no. 4 (November 2022): 1681–1720.
  • June 2014
  • Article

The Red Sneakers Effect: Inferring Status and Competence from Signals of Nonconformity

By: Silvia Bellezza, Francesca Gino and Anat Keinan
We examine how people react to nonconforming behaviors, such as entering a luxury boutique wearing gym clothes rather than an elegant outfit or wearing red sneakers in a professional setting. Nonconforming behaviors, as costly and visible signals, can act as a... View Details
Keywords: Marketing; Consumer Behavior
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Bellezza, Silvia, Francesca Gino, and Anat Keinan. "The Red Sneakers Effect: Inferring Status and Competence from Signals of Nonconformity." Journal of Consumer Research 41, no. 1 (June 2014): 35–54. (Finalist, 2017 Best Article Award for a paper published in JCR in 2014.))
  • February 2008 (Revised February 2008)
  • Case

Yale School of Management

By: Srikant M. Datar, David A. Garvin and James Weber
In the fall of 2006, the Yale School of Management launched a new core curriculum in its MBA program. The new curriculum eliminated traditional discipline-based courses such as finance and marketing and replaced them with courses that sought to integrate teaching and... View Details
Keywords: Transformation; Business Education; Curriculum and Courses; Learning; Teaching; Integration
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Datar, Srikant M., David A. Garvin, and James Weber. "Yale School of Management." Harvard Business School Case 308-011, February 2008. (Revised February 2008.)
  • September 1985 (Revised July 1986)
  • Background Note

The Art of Action Planning

Describes two different approaches to the process of action planning and implementation. Offers specific advice for action planning and for learning how to action plan. View Details
Keywords: Planning
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Isenberg, Daniel J. "The Art of Action Planning." Harvard Business School Background Note 486-029, September 1985. (Revised July 1986.)
  • May 2011
  • Article

The Power of Small Wins

By: Teresa M. Amabile and Steven J. Kramer
What is the best way to motivate employees to do creative work? Help them take a step forward every day. In an analysis of knowledge workers' diaries, the authors found that nothing contributed more to a positive inner work life (the mix of emotions, motivations, and... View Details
Keywords: Creativity; Interpersonal Communication; Employee Relationship Management; Leadership; Performance Effectiveness; Emotions; Motivation and Incentives; Groups and Teams; Collaborative Innovation and Invention; Innovation Leadership; Working Conditions; Management Practices and Processes; Management Skills; Mission and Purpose; Organizational Culture; Performance Productivity; Attitudes; Behavior; Happiness; Perception; Trust; Time Management; Resource Allocation; Business or Company Management; Goals and Objectives; Managerial Roles
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Amabile, Teresa M., and Steven J. Kramer. "The Power of Small Wins." Harvard Business Review 89, no. 5 (May 2011).
  • September–October 2023
  • Article

Reskilling in the Age of AI

By: Jorge Tamayo, Leila Doumi, Sagar Goel, Orsolya Kovács-Ondrejkovic and Raffaella Sadun
In the coming decades, as the pace of technological change continues to increase, millions of workers may need to be not just upskilled but reskilled—a profoundly complex societal challenge that will sometimes require workers to both acquire new skills and... View Details
Keywords: Competency and Skills; AI and Machine Learning; Training; Adaptation; Employees; Digital Transformation
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Tamayo, Jorge, Leila Doumi, Sagar Goel, Orsolya Kovács-Ondrejkovic, and Raffaella Sadun. "Reskilling in the Age of AI." Harvard Business Review 101, no. 5 (September–October 2023): 56–65.
  • August 2014
  • Background Note

The Structure and Functioning of Art Markets

By: Mukti Khaire and Eleanor Kenyon
The production, valuation, and consumption of contemporary art are guided by cultural and economic forces that play out in primary and secondary markets. Artists seek the attention of art dealers, who, along with auction houses, play a large role in determining what is... View Details
Keywords: Art Dealer; Art Market; Arts; New York (city, NY)
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Khaire, Mukti, and Eleanor Kenyon. "The Structure and Functioning of Art Markets." Harvard Business School Background Note 815-042, August 2014.
  • 21 Nov 2014
  • Working Paper Summaries

The Decoupling Effect of Digital Disruptors

Keywords: by Thales S. Teixeira & Peter Jamieson
  • November 2023
  • Case

Team Liquid: Fueling the Business of Fandom

By: Youngme Moon and Kerry Herman
In 2023, the co-CEOs of Team Liquid, one of the world's most prominent Esports organizations, are deciding whether and how to evolve their business model to include (1) a greater focus on enterprise revenue; and (2) more direct-to-consumer activity. Team Liquid has one... View Details
Keywords: Business Model; Customer Focus and Relationships; Games, Gaming, and Gambling; Revenue; Organizational Culture; Business and Community Relations; Video Game Industry
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Moon, Youngme, and Kerry Herman. "Team Liquid: Fueling the Business of Fandom." Harvard Business School Case 324-041, November 2023.
  • February 2024
  • Course Overview Note

The Anatomy of Fraud

By: Jonas Heese
Corporate fraud remains a serious problem. Learning how to detect and prevent it, and make better investment decisions, has broad applicability for private and public market investors, as well as for people joining or running companies. This course note describes a... View Details
Keywords: Crime and Corruption; Investment; Accounting; Business or Company Management
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Heese, Jonas. "The Anatomy of Fraud." Harvard Business School Course Overview Note 124-076, February 2024.
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