Publications

March–April 2023
Article

Market Segmentation Trees

By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis

Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details

Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing

November 2014
Case

Taryn Rose Launches Dresr: Street Marketing a Luxury Brand

By: Lena G. Goldberg, Marcel Saucet and Christine Snively

Serial entrepreneur and shoe designer Taryn Rose, M.D., prepared to launch a new e-commerce platform, Dresr, which would connect shoppers with tastemakers online. Dresr would bring the service element found in brick and mortar luxury stores into the online shopping... View Details

Keywords: E-commerce; Online Platforms; Online Marketing; Footwear; Legal Aspects Of Business; Street Marketing; Entrepreneurship; Internet and the Web; Luxury; Marketing Strategy; Digital Platforms; Legal Liability; Fashion Industry; Technology Industry

March 2017
Teaching Note

AmazonFresh: Rekindling the Online Grocery Market

By: Rory McDonald

Teaching Note for HBS No. 615-013. View Details

Keywords: Innovation; Strategy; New Markets; Grocery; Operations Strategy; Innovation and Invention; Competition; Emerging Markets; Learning; Service Operations; Online Technology; United States

26 Nov 2007
Research & Ideas

Best Practices of Global Innovators

related to the possession of deep individual technical skills in hundreds of diverse disciplines," the researchers conclude in their paper, Innovation through Global... View Details

Keywords: by Sean Silverthorne

September 1981 (Revised July 1987)
Background Note

Glossary of Marketing Terms

By: Richard S. Tedlow

Provides definitions of marketing terms. View Details

Keywords: Marketing

April 2021
Background Note

HEAD vs. LEAD: Disruptions Originating at the High- vs. Low-End of the Market

By: Elie Ofek, Olivier Toubia and Didier Toubia

Twenty five years after it was initially proposed, Clay Christensen’s theory of disruptive innovation continues to be a major reference for entrepreneurs, corporate innovators, and investors. However, the term “disruptive innovation” is often used in ways and contexts... View Details

Keywords: Market Entry; New Product Management; Targeting; Disruptive Innovation; Market Entry and Exit; Entrepreneurship; Product; Management; Innovation Strategy; Technology

2024
Working Paper

The Value of AI Innovations

By: Wilbur Xinyuan Chen, Terrence Tianshuo Shi and Suraj Srinivasan

We study the value of AI innovations as it diffuses across general and application sectors, using the United States Patent and Trademark Office’s (USPTO) AI patent dataset. Investors value these innovations more than others, as AI patents exhibit a 9% value premium,... View Details

Keywords: AI and Machine Learning; Valuation; Technological Innovation; Open Source Distribution; Patents; Policy; Knowledge Sharing; Technology Industry

January–February 2017
Article

Africa's New Generation of Innovators

By: Clayton M. Christensen, Efosa Ojomo and Derek van Bever

With a young, urbanizing population, abundant natural resources, and a growing middle class, Africa seems to have all the ingredients necessary for huge growth. Nevertheless, a number of multinationals have recently left the continent, discouraged by widespread... View Details

Keywords: Innovation Strategy; Multinational Firms and Management; Economic Growth; Africa

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September 2008
Article

Does Innovation Cause Stock Market Runups? Evidence from the Great Crash

By: Tom Nicholas

This article examines the stock market's changing valuation of corporate patentable assets between 1910 and 1939. It shows that the value of knowledge capital increased significantly during the 1920s compared to the 1910s as investors responded to the quality of... View Details

Keywords: History; Technological Innovation; Patents; Stocks; Valuation; Financial Crisis; Financial Services Industry; United States

March 2018 (Revised August 2018)
Case

Matching Markets for Googlers

By: Bo Cowgill and Rembrand Koning

This case describes how Google designed and launched an internal matching market to assign individual workers with projects and managers. The case evaluates how marketplace design considerations—and several alternative staffing models—could affect the company’s goals... View Details

Keywords: People Analytics; Google; Labor Market; Staffing; Market Design; Marketplace Matching; Selection and Staffing; Goals and Objectives; Technology Industry; United States

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

Article

The Evolution of Science-Based Business: Innovating How We Innovate

By: Gary P. Pisano

Science has long been connected to innovation and to business. As early as the late 19th century, chemical companies, realizing the commercial potential of science, created the first industrial research laboratories. During much of the 20th century, large-scale... View Details

Keywords: Entrepreneurship; Governance; Innovation and Management; Risk Management; Research and Development; Science-Based Business; Commercialization

2010
Chapter

Innovative Conduct in U.S. Computing and Internet Markets

By: Shane Greenstein

2012
Chapter

Is Private Equity in Emerging Markets Coming of Age?: Evidence of the Mexican Private Equity Market

By: Roberto Charvel and Darek Klonowski

This chapters reviews the potential of the private equity and alternative assets industry in Mexico. View Details

Keywords: Private Equity; Emerging Markets; Latin America; Mexico; Entrepreneurial Finance; Business Ventures; Economics; Finance; Market Design; Financial Services Industry; Latin America; Mexico

07 Jan 2015
News

The Type of Innovation That Builds Nations

Keywords: innovation; developing nations; government policy; economic growth; prosperity; entrepreneurship; Health, Social Assistance; Finance

April 2020
Supplement

Open Innovation at Fujitsu (C)

By: Amy C. Edmondson and Jean-François Harvey

This follow-on case study provides a multi-year update on the achievements of the Open Innovation Gateway (OIG). Over time, OIG honed a process that enabled open innovation. It developed three streams of activities, namely co-creation projects with major customers and... View Details

Keywords: Open Innovation; Inter-organizational Relationships; Collaborative Innovation and Invention; Change Management; Relationships; Leadership Development

2015
Chapter

Leave No Slice of Genius Behind: Selecting and Developing Tomorrow's Leaders of Innovation

By: Linda A. Hill

More than ever, leaders of nearly every kind of organization view their human resources teams as essential to institutional well-being and long-term growth and sustainability. That's the central and animating theme of "The Rise of HR: Wisdom from 73 Thought Leaders," a... View Details

Keywords: Innovation; Talent Management; Talent Development And Retention; Innovation Leadership; Human Resources; Talent and Talent Management; Leadership; Leadership Development

2010
Chapter

The Financing of R&D and Innovation

By: Bronwyn H. Hall and Josh Lerner

Evidence on the “funding gap” for investment innovation is surveyed. The focus is on financial market reasons for underinvestment that exist even when externality-induced underinvestment is absent. We conclude that while small and new innovative firms experience high... View Details

Keywords: Research and Development; Innovation and Invention; Venture Capital; Corporate Finance