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- December 2020 (Revised February 2021)
- Case
IBM Watson at MD Anderson Cancer Center
By: Shane Greenstein, Mel Martin and Sarkis Agaian
After discovering that their cancer diagnostic tool, designed to leverage the cloud computing power of IBM Watson, needed greater integration into the clinical processes at the MD Anderson Cancer Center, the development team had difficult choices to make. The Oncology...
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Keywords:
Decision Making;
Innovation strategy;
knowledge Management;
knowledge Use And Leverage;
Operations;
Failure;
Technology;
Information Technology;
Software;
Health Care And Treatment;
Product Development;
Health Industry;
Information Technology Industry;
Technology Industry;
United States;
Houston;
Texas
Greenstein, Shane, Mel Martin, and Sarkis Agaian. "IBM Watson at MD Anderson Cancer Center." Harvard Business School Case 621-022, December 2020. (Revised February 2021.)
- 2020
- Working Paper
The Evolutionary Nature of Breakthrough Innovation: Re-Evaluating the Exploration vs. Exploitation Dichotomy
By: Dominika K. Sarnecka and Gary P. Pisano
Over the past few decades, a consensus has emerged that breakthrough innovations emerge from exploration of novel terrain while more routine innovations are the product of exploitation. In this paper, we revisit this explore versus exploit dichotomy with an analysis...
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Keywords:
Breakthrough Innovation;
Exploration And Exploitation;
Innovation And Invention;
Technological Innovation
Sarnecka, Dominika K., and Gary P. Pisano. "The Evolutionary Nature of Breakthrough Innovation: Re-Evaluating the Exploration vs. Exploitation Dichotomy." Harvard Business School Working Paper, No. 21-071, December 2020.
- Article
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, medical diagnoses, and language translation, but how can machine learning help marketers improve marketing decisions? Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to...
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Keywords:
Machine Learning;
Marketing Applications;
knowledge;
Technological Innovation;
Core Relationships;
Marketing
Proserpio, Davide, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu, and Hema Yoganarasimhan. "Soul and Machine (Learning)." Marketing Letters 31, no. 4 (December 2020): 393–404.
- 2020
- Working Paper
How Do CEOs Make Strategy?
We explore the critical question of how executives make strategic decisions. Utilizing a new survey of 262 CEO alumni of Harvard Business School, we gather evidence on four aspects of each executive’s business strategy: its overall structure, its formalization, its...
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Yang, Mu-Jeung, Michael Christensen, Nicholas Bloom, Raffaella Sadun, and Jan Rivkin. "How Do CEOs Make Strategy?" Harvard Business School Working Paper, No. 21-063, October 2020.
- September 2020 (Revised December 2020)
- Supplement
Hitachi Rail Limited (B)
By: David J. Collis, Akiko Kanno and Nobuo Sato
Describes the strategy and organisation changes made by British executive, Alistair Domer, after he is made head of Hitachi Rail's global business. The company acquires an Italian company, continues to win contracts in the UK, but struggles to bring its greenfield...
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- 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...
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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 2020
- Article
The Role of Interdependence in the Microfoundations of Organization Design: Task, Goal, and Knowledge Interdependence
By: Marlo Raveendran (formerly Goetting), Luciana Silvestri and Ranjay Gulati
Interdependence is a core concept in organization design, yet one that has remained consistently understudied. Current notions of interdependence remain rooted in seminal works, produced at a time when managers’ near-perfect understanding of the task at hand drove the...
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Keywords:
Interdependence;
Organizational Behavior;
Work Design;
Organizational Design;
Goals And Objectives;
knowledge Sharing
Raveendran (formerly Goetting), Marlo, Luciana Silvestri, and Ranjay Gulati. "The Role of Interdependence in the Microfoundations of Organization Design: Task, Goal, and Knowledge Interdependence." Academy of Management Annals 14, no. 2 (July 2020): 828–868.
- 2020
- Article
Why Do User Communities Matter for Strategy?
By: Sonali K. Shah and Frank Nagle
In this essay, we explore how strategic management research and practice could benefit from considering the benefits and challenges obtainable through working with user communities. User communities represent a unique organizing structure for the exchange of ideas and...
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Keywords:
User Communities;
Innovation;
Open Source;
Collaboration;
Cooperative Strategy;
knowledge Sharing;
strategy;
Collaborative Innovation And Invention
Shah, Sonali K., and Frank Nagle. "Why Do User Communities Matter for Strategy?" Special Issue on Open Innovation. Strategic Management Review 1, no. 2 (2020): 305–353.
- April 2020
- Article
Long-term Firm Growth: An Empirical Analysis of U.S. Manufacturers 1959–2015
By: Giovanni Dosi, Marco Grazzi, Daniele Moschella, Gary P. Pisano and Federico Tamagni
Firm growth is an essential feature of market economies, shaping together macroeconomic performance and the evolution of industry structures. As a potential indicator of organizational “fitness” within a competitive environment, firm growth is also a central concern to...
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Keywords:
Firm Growth;
Organizations;
Growth And Development;
Theory;
Analysis;
Production;
Data And Data Sets
Dosi, Giovanni, Marco Grazzi, Daniele Moschella, Gary P. Pisano, and Federico Tamagni. "Long-term Firm Growth: An Empirical Analysis of U.S. Manufacturers 1959–2015." Industrial and Corporate Change 29, no. 2 (April 2020): 309–332.
- March 2020 (Revised May 2020)
- Case
Redefining Mogul
By: George Serafeim, Ethan Rouen and Sarah Gazzaniga
Tiffany Pham taught herself to code and created a technology platform, Mogul, with the goal of providing girls and women around the world with information and opportunities. After several years Mogul had reached more than 146 million women around the world and had...
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Keywords:
Women;
Inclusion;
Technology;
Branding;
Social Impact;
Entrepreneurship;
Online Technology;
Information;
knowledge Dissemination;
Gender;
Diversity;
Brands And Branding;
Expansion;
strategy;
Media;
Personal Development And Career;
Technology Industry;
Media And Broadcasting Industry;
United States
Serafeim, George, Ethan Rouen, and Sarah Gazzaniga. "Redefining Mogul." Harvard Business School Case 120-043, March 2020. (Revised May 2020.)
- March 2020
- Article
Organizing Knowledge Production Teams Within Firms for Innovation
By: Vikas A. Aggarwal, David H. Hsu and Andy Wu
How should firms organize their pool of inventive human capital for firm-level innovation? While access to diverse knowledge may aid knowledge recombination, which can facilitate innovation, prior literature has focused primarily on one way of achieving that: diversity...
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Keywords:
Knowledge Recombination;
Organization Design;
Team Boundary;
Innovation;
knowledge Sharing;
Diversity;
Innovation And Invention;
Groups And Teams;
Human Capital;
Organizational Design
Aggarwal, Vikas A., David H. Hsu, and Andy Wu. "Organizing Knowledge Production Teams Within Firms for Innovation." Strategy Science 5, no. 1 (March 2020): 1–16.
- December 2019
- Case
Walmart Ecommerce (A): Picking up the Pace
By: Ramon Casadesus-Masanell and Karen Elterman
This case is an abridged version (part 1 of 2) of "Walmart's Omnichannel Strategy: Revolution or Miscalculation?" HBS Case No. 720-370. The (A) case discusses Walmart's early forays into online retail, as well as improvements made under Doug McMillon beginning in 2014....
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Keywords:
Acquisition;
strategy;
Online Technology;
Distribution;
Distribution Channels;
Competitive strategy;
Retail Industry;
Bentonville;
Arkansas;
United States
Casadesus-Masanell, Ramon, and Karen Elterman. "Walmart Ecommerce (A): Picking up the Pace." Harvard Business School Case 720-425, December 2019.
- December 2019 (Revised April 2020)
- Case
The Dutch East India Company in 1612 (A)
By: Lynn S. Paine and Giuseppe Dari-Mattiacci
The Dutch East India Company’s board of directors must decide what to do about an impending legal requirement to liquidate the company’s assets and return to shareholders their capital and any profits earned during a ten-year lock-up period. The charter granted to the...
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Keywords:
Corporate Governance;
Globalized Firms And Management;
Organizational Structure;
Laws And Statutes;
Financial Markets;
Business And Shareholder Relations;
Business And Government Relations;
Business History;
Shipping Industry;
Netherlands
Paine, Lynn S., and Giuseppe Dari-Mattiacci. "The Dutch East India Company in 1612 (A)." Harvard Business School Case 320-047, December 2019. (Revised April 2020.)
- November 2019
- Teaching Note
Magnus Resch: Transforming the Art Market Through Transparency
By: Henry McGee and Sarah Mehta
Teaching Note for HBS No. 319-002. This teaching note pairs with a case on economist and entrepreneur Magnus Resch, who is on a mission to make the art market more transparent. He has built the Magnus app, which catalogues the price and transaction history of millions...
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- 2019
- Working Paper
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, improved medical diagnostics, and machine translation, but can it improve marketing decisions? It can. Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to rich media...
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Proserpio, Davide, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu, and Hema Yoganarasimhan. "Soul and Machine (Learning)." Harvard Business School Working Paper, No. 20-036, September 2019.
- September 2019
- Case
Shell: A Company of Opportunity?
By: Joseph B. Fuller and Emer Moloney
The Opportunity Hub was a cloud-based platform that enabled managers to market projects they were working on and associated resourcing needs as “Opportunity Owners” and employees, or “Opportunity Seekers,” to browse these statements of need and engage when they had...
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Keywords:
Business Divisions;
Change Management;
Competency And Skills;
Experience And Expertise;
Talent And Talent Management;
Energy;
Energy Sources;
Non-renewable Energy;
Renewable Energy;
Human Resources;
Employees;
Retention;
Collaborative Innovation And Invention;
Innovation And Management;
Innovation strategy;
Technological Innovation;
Jobs And Positions;
Job Design And Levels;
knowledge Sharing;
knowledge;
knowledge Use And Leverage;
Labor;
Human Capital;
Labor Unions;
Leading Change;
Resource Allocation;
Organizational Change And Adaptation;
Performance Evaluation;
Performance Productivity;
Strategic Planning;
Projects;
Motivation And Incentives;
Business strategy;
Social And Collaborative Networks;
Technology Platform;
Chemical Industry;
Energy Industry;
Information Technology Industry;
Technology Industry;
United Kingdom;
Netherlands
Fuller, Joseph B., and Emer Moloney. "Shell: A Company of Opportunity?" Harvard Business School Case 320-025, September 2019.
- September 2019 (Revised September 2019)
- Case
Facebook Fake News in the Post-Truth World
By: John R. Wells, Carole A. Winkler and Benjamin Weinstock
In August 2019, Mark Zuckerberg, founder and CEO of Facebook, was surrounded by controversy. The first major storm of protest followed the surprise election of Donald Trump as President of the United States on November 8, 2016; many put the blame at the door of fake...
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Keywords:
Facebook;
Fake News;
Mark Zuckerberg;
Donald Trump;
Algorithms;
Social Networks;
Partisanship;
Social Media;
App Development;
Instagram;
Whatsapp;
Smartphone;
Silicon Valley;
Office Space;
Digital Strategy;
Democracy;
Entry Barriers;
Online Platforms;
Controversy;
Tencent;
Agility;
Social Networking;
Gaming;
Gaming Industry;
Computer Games;
Mobile Gaming;
Messaging;
Monetization Strategy;
Advertising;
Online Advertising;
Business Ventures;
Acquisition;
Mergers And Acquisitions;
Business Growth And Maturation;
Business Headquarters;
Business Organization;
For-profit Firms;
Trends;
Communication;
Communication Technology;
Forms Of Communication;
Interactive Communication;
Interpersonal Communication;
Talent And Talent Management;
Crime And Corruption;
Voting;
Demographics;
Entertainment;
Games, Gaming, And Gambling;
Moral Sensibility;
Values And Beliefs;
Initial Public Offering;
Profit;
Revenue;
Geography;
Geographic Location;
Global Range;
Local Range;
Country;
Cross-cultural And Cross-border Issues;
Globalized Firms And Management;
Globalized Markets And Industries;
Governing Rules, Regulations, And Reforms;
Government And Politics;
International Relations;
National Security;
Political Elections;
Business History;
Recruitment;
Selection And Staffing;
Information Management;
Information Publishing;
News;
Newspapers;
Innovation And Management;
Innovation strategy;
Technological Innovation;
knowledge Dissemination;
Human Capital;
Law;
Leadership Development;
Leadership Style;
Leading Change;
Business Or Company Management;
Crisis Management;
Goals And Objectives;
Growth And Development strategy;
Growth Management;
Management Practices And Processes;
Management Style;
Management Systems;
Management Teams;
Managerial Roles;
Marketing Channels;
Social Marketing;
Network Effects;
Market Entry And Exit;
Market Platforms;
Two-sided Platforms;
Marketplace Matching;
Industry Growth;
Industry Structures;
Monopoly;
Media;
Product Development;
Service Delivery;
Corporate Social Responsibility And Impact;
Mission And Purpose;
Organizational Change And Adaptation;
Organizational Culture;
Organizational Structure;
Public Ownership;
Problems And Challenges;
Business And Community Relations;
Business And Government Relations;
Groups And Teams;
Networks;
Rank And Position;
Opportunities;
Behavior;
Emotions;
Identity;
Power And Influence;
Prejudice And Bias;
Reputation;
Social And Collaborative Networks;
Status And Position;
Trust;
Society;
Civil Society Or Community;
Culture;
Public Opinion;
Social Issues;
Societal Protocols;
strategy;
Adaptation;
Business strategy;
Commercialization;
Competition;
Competitive Advantage;
Competitive strategy;
Corporate strategy;
Customization And Personalization;
Diversification;
Expansion;
Horizontal Integration;
Segmentation;
Information Technology;
Internet;
Mobile Technology;
Online Technology;
Software;
Technology Networks;
Technology Platform;
Web;
Web Sites;
Wireless Technology;
Valuation;
Advertising Industry;
Communications Industry;
Entertainment And Recreation Industry;
Information Industry;
Information Technology Industry;
Journalism And News Industry;
Media And Broadcasting Industry;
Service Industry;
Technology Industry;
Telecommunications Industry;
Video Game Industry;
United States;
California;
Sunnyvale;
Russia
Wells, John R., Carole A. Winkler, and Benjamin Weinstock. "Facebook Fake News in the Post-Truth World." Harvard Business School Case 720-373, September 2019. (Revised September 2019.)
- 2020
- Working Paper
Pushed into a Crowd: Repositioning Costs, Resources, and Competition in the RTE Cereal Industry
By: Young Hou and Dennis Yao
This paper exploits a natural experiment involving self-regulation in the ready-to-eat (RTE) breakfast cereal industry to evaluate how firms respond to entry in light of changes in competition and to estimate the value of brand equity as products are repositioned....
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Keywords:
Positioning;
Resources;
Competitive Dynamics;
Non-market Strategy;
Goods And Commodities;
Governing Rules, Regulations, And Reforms;
Product Positioning;
Food And Beverage Industry
Hou, Young, and Dennis Yao. "Pushed into a Crowd: Repositioning Costs, Resources, and Competition in the RTE Cereal Industry." Harvard Business School Working Paper, No. 20-014, August 2019. (Revised May 2020.)
- August 2019
- Article
When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation
By: Yicheng Song, Nachiketa Sahoo and Elie Ofek
Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,...
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Keywords:
Recommender Systems;
Personalization;
Recommendation Diversity;
Variety Seeking;
Collaborative Filtering;
Consumer Utility Models;
Digital Media;
Clickstream Analysis;
Learning-to-rank;
Consumer Behavior;
Media;
Customization And Personalization;
strategy;
Mathematical Methods
Song, Yicheng, Nachiketa Sahoo, and Elie Ofek. "When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation." Management Science 65, no. 8 (August 2019): 3737–3757.
- 2019
- Working Paper
Why Do User Communities Matter for Strategy?
By: Sonali K. Shah and Frank Nagle
User communities represent a unique organizing structure for the exchange of ideas and knowledge. They are organizations composed primarily of users working collaboratively, voluntarily, and with minimal oversight to freely and openly develop and exchange knowledge...
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Keywords:
Strategic Management;
knowledge Sharing;
Collaborative Innovation And Invention;
Organizations;
knowledge Use And Leverage;
strategy
Shah, Sonali K., and Frank Nagle. "Why Do User Communities Matter for Strategy?" Harvard Business School Working Paper, No. 19-126, June 2019.