Publications

Article

Frame Flexibility: The Role of Cognitive and Emotional Framing in Innovation Adoption by Incumbent Firms

By: Ryan Raffaelli, Mary Ann Glynn and Michael Tushman

Why do incumbent firms frequently reject nonincremental innovations? Beyond technical, structural, or economic factors, we propose an additional factor: the degree of the top management team's (TMT) frame flexibility, i.e., their capability to cognitively expand an... View Details

Keywords: Innovation Adoption; Cognition; Framing; Emotional Resonance; Incumbent Inertia; Innovation and Invention; Technology Adoption; Organizational Change and Adaptation; Change Management

October 2022
Article

A Structural Model of Organizational Buying for Business-to-Business Markets: Innovation Adoption with Share-of-Wallet Contracts

By: Navid Mojir and K. Sudhir

The paper develops the ﬁrst structural model of organizational buying to study innovation diﬀusion in a B2B market. Our model is particularly applicable for routinized exchange relationships, whereby centralized buyers periodically evaluate and choose contracts,... View Details

Keywords: Organizational Buying Behavior; Healthcare Marketing; B2B Markets; B2B Innovation; New Product Diffusion; New Product Adoption; Organizations; Acquisition; Behavior; Health Care and Treatment; Marketing; Innovation and Invention

June 2023
Article

Gaining Organizational Adoption: Strategically Pacing the Deployment of Digital Innovations

By: Rebecca Karp

Scholars have long suggested that to foster adoption for their innovative products and services, entrepreneurs should engage with customers to better understand their unmet needs. Yet, customers frequently reside in organizations, and organizational members may not be... View Details

Keywords: Entrepreneurship And Strategy; Digital Innovation; Healthcare; Work And Organizations; Organizational Adoption; B2B; Customers; Technology Adoption; Innovation Strategy; Organizational Change and Adaptation

15 May 2017
Working Paper Summaries

Flexing the Frame: TMT Framing and the Adoption of Non-Incremental Innovations in Incumbent Firms

Keywords: by Ryan Raffaelli, Mary Ann Glynn, and Michael Tushman

1985
Article

The Impact of Organizational Culture on the Adoption of Industrial Innovations

By: Joseph Cherian and Rohit Deshpandé

01 Dec 2011
News

Early Adopters

Omar Restom (HBS ’12, seated) and Douglas Melchior (MBA ’11) didn’t wait for the Harvard Innovation Lab’s official opening in November to relocate their base for developing Vaiad, a start-up self-serve platform that allows websites to... View Details

Keywords: News, Library, Internet, and Other Services; Information

2016
Book

Innovation Equity: Assessing and Managing the Monetary Value of New Products and Services

By: Elie Ofek, Eitan Muller and Barak Libai

This book bridges the gap between what academics know, and what innovation stakeholders—from managers, to investors, to analysts, to consumers—need to know about how new products and services are expected to perform in the marketplace. The book develops a compelling... View Details

Keywords: Innovation; Technology Diffusion; New Products; Customer Lifetime Value; Monetization Strategy; Social Influence; Innovation Adoption; Forecasting Demand; Commercialization; Marketing Strategy; Practice; Customer Value and Value Chain; Research; Innovation and Management; Technology Adoption; Forecasting and Prediction; Product Development

30 Jul 2012
Research & Ideas

How Technology Adoption Affects Global Economies

look at how technology interacts with geographical diffusion." In a series of research papers, Comin and colleagues investigated the relationship between a country's historical rate of technology adoption and its per capita income. It... View Details

Keywords: by Carmen Nobel

March 2021
Article

Increasing the Level of Abstraction as a Strategy for Accelerating the Adoption of Complex Technologies

By: Willy C. Shih

Many new technologies are complex and embody high levels of technical sophistication, and applying them should require significant knowledge and experience. Yet, the rapid adoption and incorporation of these technologies into other innovations seems inconsistent with... View Details

Keywords: Abstraction; Technological And Scientific Innovation; Technological Progress; Diffusion Of Innovation; Technology Adoption; Technological Innovation; Complexity; Information Technology; Strategy

30 Mar 2023
Video

Implementing Innovation: How to Overcome Adoption Challenges

September 2023 (Revised March 2025)
Teaching Note

Accelerating AI Adoption in the U.S. Air Force

By: Maria P. Roche

Teaching Note for HBS Case No. 723-429. View Details

Keywords: AI; ＂USA,＂; Military; Strategy; Innovation; Economic Growth; Organizational Design; Technology

September 2014 (Revised April 2016)
Case

Cree Inc.: Introducing the LED Light Bulb

By: John Gourville and Michael Norris

Cree, a North Carolina-based maker of light emitting diodes (LEDs), has just introduced its first consumer product—an LED light bulb. It is designed as an energy efficient replacement for the ubiquitous incandescent light bulb. But given that it is an unfamiliar... View Details

Keywords: Marketing; Innovation; Product Adoption; Technological Innovation; Technology Adoption; Energy Conservation; Product Launch; Consumer Products Industry; North Carolina

February 2005 (Revised November 2016)
Background Note

Forecasting the Adoption of a New Product

By: Elie Ofek

Provides tools and methodologies that allow forecasting demand for innovative new products. Highlights the Bass model—the theory behind it and ways to determine its parameters. Provides a detailed example of how to use the Bass model to forecast demand for satellite... View Details

Keywords: Forecasting and Prediction; Innovation and Invention; Marketing; Demand and Consumers; Mathematical Methods; Competition

24 Oct 2023
Cold Call Podcast

How the United States Air Force Accelerated AI Adoption

Keywords: Re: Maria P. Roche

2019
Article

Overcoming Cultural Resistance to Open Source Innovation

By: John Winsor, Jin Hyun Paik, Michael Tushman and Karim R. Lakhani

Purpose: This article offers insight on how to effectively help incumbent organizations prepare for global business shifts to open source and digital business models.
Design/methodology/approach: Discussion related to observation, experience and case studies... View Details

Keywords: Open Source Innovation; Organizational Culture; Organizational Change and Adaptation; Business Model; Technological Innovation; Collaborative Innovation and Invention

The public debate about how to tackle climate change has been overwhelmingly dominated by the assumption that it can be solved through the adoption of an appropriate pricing regime. This paper argues that while the development of such a regime will be critical to... View Details

November 2003 (Revised April 2004)
Background Note

Why Consumers Don't Buy: The Psychology of New Product Adoption

By: John T. Gourville

Looks at the consumer psychology of new product adoption. Identifies a key reason why consumers do not adopt innovations as quickly as developers think they should--an irrational resistance to behavioral change. Identifies strategies for firms to manage and overcome... View Details

Keywords: Product Launch; Consumer Behavior; Social Psychology

March 2023 (Revised March 2025)
Case

Accelerating AI Adoption in the U.S. Air Force

By: Maria P. Roche and Alexander Farrow

In August 2022, the Pentagon tasked U.S. Air Force Captain Victor Lopez to launch a new office for AFWERX, an Air Force innovation unit that leveraged commercial developers and military talent to acquire advanced technologies. This task was particularly arduous because... View Details

Keywords: Technological Innovation; Organizational Design; AI and Machine Learning; Adoption; Technology Adoption; United States

April 2018
Case

Ferrari

By: Stefan Thomke, Elena Corsi and Ashok Nimgade

Ferrari is among the world’s most powerful brands, but how the company operates has remained mysterious. The case reveals the inner workings of the company—the Ferrari Way—from the way it designs, produces, and markets its cars, to how its leadership team is driving... View Details

Keywords: Growth; Innovation; Technology Adoption; Product Design; Business Strategy; Technological Innovation; Operations; Management; Growth and Development; Auto Industry