Publications

11 Apr 2023
Research & Ideas

Is Amazon a Retailer, a Tech Firm, or a Media Company? How AI Can Help Investors Decide

Traditional investing classifications consider Walmart a consumer staples retailer, but the company owns more than 6,000 retail and distribution properties around the world—the portfolio dwarfs those of many commercial real estate firms. “It was a major discovery to me... View Details

Keywords: by Danielle Kost; Consumer Products; Real Estate; Financial Services; Retail

December 2022
Technical Note

Risks and Opportunities from the Transition to a Low Carbon Economy: A Business Analysis Framework

By: George Serafeim

The transition to a low carbon economy introduces many risks and opportunities for businesses. Risks emerge from regulatory actions, such as carbon taxes and cap and trade systems, technological innovation that develop alternatives for customers making existing... View Details

Keywords: Risk Assessment; Opportunities; Environmental Sustainability; Carbon Footprint; Risk Management; Competitive Dynamics; Business Analysis; Climate Change; Accounting; Finance; Valuation; Business and Shareholder Relations; Technological Innovation; Transition; Product Positioning; Renewable Energy; Analysis

2008
Book

Disrupting Class: How Disruptive Innovation Will Change the Way the World Learns

By: Clayton M. Christensen, Michael B. Horn and Curtis W. Johnson

According to recent studies in neuroscience, the way we learn doesn't always match up with the way we are taught. If we hope to stay competitive—academically, economically, and technologically—we need to rethink our understanding of intelligence, reevaluate our... View Details

Keywords: Learning; Teaching; Disruptive Innovation; Competitive Advantage; Technology Adoption

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January 2021 (Revised February 2021)
Case

Tech with a Side of Pizza: How Domino's Rose to the Top

By: Boris Groysberg, Sarah L. Abbott and Susan Seligson

After hitting an all-time low in 2008, Domino’s Pizza underwent a vigorous rebranding, product development, and embraced innovative technologies to become the world’s leading international fast-food retailer. Domino’s considered itself as much a tech company as it was... View Details

27 Apr 2016
Research & Ideas

How the FBI Reinvented Itself After 9/11

rendered them obsolete. Similarly, Gulati references Kodak (which failed to react quickly enough to the public demand for digital photography—even though its own researchers played a role in inventing the technology) and automakers like... View Details

Keywords: by Carmen Nobel

23 May 2012
Research & Ideas

Five Ways to Make Your Company More Innovative

In a hypercompetitive global economy, creativity has never been more important for success . But how do you create a company that unleashes and capitalizes on innovation? For answers, writers at the HBS Alumni Bulletin turned to five HBS faculty experts in culture,... View Details

Keywords: by Garry Emmons, Julia Hanna & Roger Thompson

19 Jan 2023
Research & Ideas

What Makes Employees Trust (vs. Second-Guess) AI?

When an algorithm recommends ways to improve business outcomes, do employees trust it? Conventional wisdom suggests that understanding the inner workings of artificial intelligence (AI) can raise confidence in such programs. Yet, new research finds the opposite holds... View Details

Keywords: by Rachel Layne

September 2020
Article

Creativity, Artificial Intelligence, and a World of Surprises

By: Teresa M. Amabile

In recent years, progress has been made toward AI Creativity, which I define as the production of highly novel, yet appropriate, ideas, problem solutions, or other outputs by autonomous machines. I argue that organizational researchers of creativity and innovation... View Details

Keywords: Artificial Intelligence; AI Creativity; Computer Science; Organizational Behavior; Psychology; Creativity; Technological Innovation; AI and Machine Learning

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04 Jun 2024
Cold Call Podcast

How One Insurtech Firm Formulated a Strategy for Climate Change

Keywords: Re: Lauren H. Cohen; Insurance

12 Mar 2024
Cold Call Podcast

How to Bring Good Ideas to Life: The Paul English Story

Keywords: Re: Frances X. Frei

August 2014
Case

Netflix in 2011

By: Willy Shih and Stephen Kaufman

Reed Hastings founded Netflix to provide a home movie service that would do a better job satisfying customers than the traditional retail rental model. But as it encountered challenges it underwent several major strategy shifts, ultimately developing a business model... View Details

2008
Simulation

Strategic Innovation Simulation: Back Bay Battery

By: Willy C. Shih and Clayton Christensen

This online simulation allows students to play the role of a business unit manager at Back Bay Battery Company who faces the dilemma of balancing a portfolio of investment strategies across products in the rechargeable battery space. Players have to manage R&D... View Details

Keywords: Competitive Strategy; Disruptive Innovation; Growth and Development Strategy; Innovation and Management; Investment; Product Development; Research and Development; Battery Industry

Article

Act Like a Scientist: Great Leaders Challenge Assumptions, Run Experiments, and Follow the Evidence

By: Stefan Thomke and Gary W. Loveman

Though they’ve been warned for decades about the dangers of overrelying on gut instinct and personal experience, managers keep failing to critically examine—much less challenge—the ideas their decisions are based on. To correct this problem they need to think and act... View Details

Keywords: Innovation and Management; Decision Making; Science; Leadership Style

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November 2020 (Revised July 2022)
Case

Dell Technologies: Bringing the Cloud to the Ground

By: Navid Mojir and V. Kasturi Rangan

The case tells the story of Dell Technologies and its efforts to revitalize its value proposition and escape a commodity trap by acquiring EMC for $67 billion—the largest tech acquisition in history. It also shows the deeply intertwined connections between a company’s... View Details

Keywords: Value Proposition; Go-to-market; Strategic Positioning; Mergers and Acquisitions; Business Strategy; Marketing Strategy; Technological Innovation; Business Divisions; Information Technology Industry; Computer Industry

February 2023 (Revised February 2024)
Case

Chari: Exploring Fintech in Morocco

By: Karen G. Mills and Ahmed Dahawy

This case examines the challenges and opportunities of doing business in Morocco. It highlights Morocco’s unique economy where cash remains a dominant player in the market despite global advancements in digitalization. The case also explores the various cultural and... View Details

Keywords: Business Model; Cultural Entrepreneurship; Social Entrepreneurship; Business History; Business and Government Relations; Technological Innovation; Distribution Industry; Financial Services Industry; Morocco

August 2014
Case

Netflix: Designing the Netflix Prize (A)

By: Karim R. Lakhani, Wesley M. Cohen, Kynon Ingram, Tushar Kothalkar, Maxim Kuzemchenko, Santosh Malik, Cynthia Meyn, Greta Friar and Stephanie Healy Pokrywa

In 2006, Reed Hastings, CEO of Netflix, was looking for a way to solve Netflix's customer churn problem. Netflix used Cinematch, its proprietary movie recommendation software, to promote individually determined best-fit movies to customers. Hastings determined that a... View Details

Keywords: Crowdsourcing; Prizes; Digitization; Algorithms; Recommendation Software; Disruption; Transformation; Collaborative Innovation and Invention; Technological Innovation; Knowledge Sharing; Applications and Software; Motion Pictures and Video Industry; Entertainment and Recreation Industry; Technology Industry; United States

December 2006 (Revised March 2010)
Case

Bill Gates and Steve Jobs

By: Anthony Mayo and Mark Benson

Bill Gates and Steve Jobs, founders of Microsoft and Apple respectively, have revolutionized the relationship between the individual and computer technology. Once the exclusive domain of academia and research facilities, computers can now be found in every area of... View Details

Keywords: Entrepreneurship; Business History; Technological Innovation; Leadership; Risk and Uncertainty; Technology Industry

February 2002 (Revised October 2005)
Case

BMWFilms

By: Youngme E. Moon and Kerry Herman

Jim McDowell, VP of marketing at BMW North America, is debating how to follow up the success of his latest marketing campaign, "BMWFilms." This campaign features five short films for the Internet, directed by some of the hottest young directors in Hollywood. By all... View Details

Keywords: Consumer Behavior; Internet and the Web; Marketing Strategy; Film Entertainment; Innovation and Invention; Auto Industry; North and Central America

2023
Working Paper

Coordinated R&D Programs and the Creation of New Industries

By: Daniel P. Gross and Maria P. Roche

Complex systems technologies—including “deep tech”—are prone to numerous frictions that stymie commercial development. Yet technologies with these features underpin some of the most valuable industries of the past century. We examine how large, mission-oriented... View Details

Keywords: Research and Development; Policy; Business and Government Relations; Technological Innovation; Collaborative Innovation and Invention