Publications

November–December 2023
Article

Keep Your AI Projects on Track

By: Iavor Bojinov

AI—and especially its newest star, generative AI—is today a central theme in corporate boardrooms, leadership discussions, and casual exchanges among employees eager to supercharge their productivity. Sadly, beneath the aspirational headlines and tantalizing potential... View Details

Keywords: Generative Models; AI and Machine Learning; Success; Failure; Product Development; Technology Adoption

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Article

Sales Productivity, Not Just Sales Technology

By: Frank V. Cespedes

This article discusses the reasons behind the rapidly increasing investments in “Sales Enablement” (SE) technology, including the declining costs of that technology, a change in company cost structures, and a consequent shift in the focus of productivity improvements... View Details

Keywords: Sales; Information Technology; Performance Productivity

18 Nov 2021
Op-Ed

5 Principles for Scaling Change from IBM’s High School Innovation

students are graduates of Pathways in Technology Early College High School (P-TECH), an innovative six-year public high school program spearheaded by IBM that has improved... View Details

Keywords: by Kristen Senz

08 Apr 2015
What Do You Think?

Are Technology Companies Ripe for Disruption?

Summing Up What's the Downside to Disruption in High Tech? This month's column gave many readers an opportunity to join my rant about the need for disruption to combat the increasing inscrutability and waste of View Details

Keywords: by James Heskett; Technology; Technology

November 2020
Article

Migrant Inventors and the Technological Advantage of Nations

By: Dany Bahar, Prithwiraj Choudhury and Hillel Rapoport

We investigate the relationship between the presence of migrant inventors and the dynamics of innovation in the migrants’ receiving countries. We find that countries are 25 to 60 percent more likely to gain advantage in patenting in certain technologies given a twofold... View Details

Keywords: Innovation; Migration; Patent; Knowledge; Innovation and Invention; Immigration; Patents; Information Technology; Knowledge Dissemination

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2013
Case

Advanced Leadership Pathways: General Gale Pollock and Services for the Vision Impaired

By: Rosabeth M. Kanter, Juliane Calingo Schwetz and Patricia Bissett Higgins

In July 2012, retired United States Army Major General Gale Pollock created Elevivo, a venture that worked on developing a comprehensive disease management software system to support the growing number of visually impaired individuals by providing them with tailored... View Details

Keywords: Disease Management; Health; Health Care and Treatment; Education; Information Technology; Insurance; Entrepreneurship; Leadership; Information Technology Industry; Information Technology Industry; United States

10 Jan 2024
Research & Ideas

Technology and COVID Upended Tipping Norms. Will Consumers Keep Paying?

payment. But what about after taking a ride-share ride? Or after getting a haircut? Many of those establishments prompt tipping either through their online app or on a tablet at checkout. Have you been surprised by the prompt? You’re not alone. These new point-of-sale... View Details

Keywords: by Anna Lamb, Harvard Gazette

02 May 2005
What Do You Think?

Where is Consumer Generated Marketing Taking Us?

This brings us full cycle to some of our original questions about consumer generated marketing. Is it really something "new under the sun"? Is it, for marketers, a disruptive technology in its own... View Details

Keywords: by James Heskett

15 Oct 2014
Research & Ideas

Apple Pay’s Technology Adoption Problem

Only about 10 percent of retailers use NFC readers, and at least one retailer—Best Buy—stopped using them because they were too expensive. Officials with both Best Buy and Walmart have said the retailers have no plans, at least right now, of accepting the new payments... View Details

Keywords: by Dina Gerdeman; Technology; Technology

December 2023
Article

When Should the Off-Grid Sun Shine at Night? Optimum Renewable Generation and Energy Storage Investments

By: Christian Kaps, Simone Marinesi and Serguei Netessine

Globally, 1.5 billion people live off the grid, their only access to electricity often limited to operationally-expensive fossil fuel generators. Solar power has risen as a sustainable and less costly option, but its generation is variable during the day and... View Details

Keywords: Energy; Renewable Energy

17 Apr 2012
Working Paper Summaries

Technology Choice and Capacity Portfolios Under Emissions Regulation

Keywords: by David Drake, Paul R. Kleindorfer & Luk N. Van Wassenhove

April 2016
Teaching Note

IBM and the Reinvention of High School (C): Toward P-TECH's Rapid National Expansion

By: Rosabeth Moss Kanter and Kelsi Stine-Rowe

Teaching Note for HBS Case No. 316-130. This Teaching Note accompanies the third case in a 3-case series on P-TECH and the Reinvention of High School. The case focuses on the development and early diffusion of organizational innovation—how to create pilot projects for... View Details

Keywords: IBM; P-TECH; Stanley Litow; Robin Wilner; Cuomo; Scaling; Innovation; New York State; New York City; Business Model; Innovation Strategy; Innovation Leadership; Education; Business and Community Relations; Change; Technology Industry; New York (state, US); New York (city, NY)

2019
Working Paper

Migrant Inventors and the Technological Advantage of Nations

By: Prithwiraj Choudhury

We investigate the relationship between the presence of migrant inventors and the dynamics of innovation in the migrants’ receiving countries. We find that countries are 25% to 50% more likely to gain advantage in patenting in certain technologies given a twofold... View Details

Keywords: Innovation; Migration; Patent; Immigration; Innovation and Invention; Patents; Information Technology; Knowledge Dissemination

January 2025
Case

Ontra: Embracing GenAI in the Legal Technology Industry

By: Christopher Stanton and George Gonzalez

Ontra built a network of legal professionals to enable financial institutions to outsource contract negotiations. The rise of generative AI inspired the company to build software solutions to streamline its processes through automation. Now company leadership must... View Details

Keywords: Transformation; AI and Machine Learning; Applications and Software; Organizational Change and Adaptation; Organizational Culture; Business Strategy; Technology Industry; Technology Industry; United States

Educators

September 2013 (Revised June 2017)
Supplement

IBM and the Reinvention of High School (B): Replicating & Scaling P-TECH and Partners

By: Rosabeth Moss Kanter and Ai-Ling Jamila Malone

IBM's Corporate Citizenship office created an innovation in public education through a business-school partnership for widespread replication and diffusion. In 2012, while P-TECH (Pathways in Technology Early College High School) was still in its first year operating,... View Details

Keywords: Social Enterprise; Partnerships; Innovation; Entrepreneurship; Organizational Change and Adaptation; Leadership; Partners and Partnerships; Social Entrepreneurship; Education; Business and Community Relations; Innovation and Invention; Growth Management; Chicago; Idaho

March 2025 (Revised May 2025)
Case

Xfund and Sam Altman: Finding Harvard's Best Generative AI Founders

By: Suraj Srinivasan

On May 1, 2024, Xfund Managing Partners Patrick Chung and Brandon Farwell, hosted a high-stakes venture pitch session designed to select one startup for a minimum $100,000 investment. This “Xperiment Stake” competition, dedicated to startups in the Generative AI... View Details

Keywords: AI and Machine Learning; Venture Capital; Innovation Leadership; Technological Innovation; Business Startups; Competition; Technology Industry; United States

Educators

2014
Working Paper

Management Practices, Relational Contracts and the Decline of General Motors

By: Susan Helper and Rebecca Henderson

General Motors was once regarded as one of the best managed and most successful firms in the world, but between 1980 and 2009 its share of the US market fell from 62.6 to 19.8 percent, and in 2009 the firm went bankrupt. In this paper we argue that the conventional... View Details

Keywords: Organizational Change and Adaptation; Management Practices and Processes; Organizational Structure; Decision Making; Insolvency and Bankruptcy; Manufacturing Industry; Auto Industry

December 2018
Teaching Note

Autonomous Vehicles: The Rubber Hits the Road…but When?

By: William Kerr and James Palano

The autonomous vehicles have enormous implications for business and society. But, despite the headline-laden attention paid to the technology, there remain more questions than answers. Students will learn about the complex industry and have explicit discussions about... View Details

Keywords: Technology Management; Artificial Intelligence; General Management; Robotics; Technological Innovation; Transportation; Disruption; Information Technology; Management; Decision Making; AI and Machine Learning; Technology Industry; Technology Industry

September 2016
Article

History-based versus Uniform Pricing in Growing and Declining Markets

By: Oz Shy, Rune Stenbacka and David Hao Zhang

We analyze the Markov Perfect Equilibria of an infinite-horizon overlapping generations model with consumer lock-in to compare the performance of history-based and uniform pricing in growing and declining markets. Under history-based pricing, firms charge higher prices... View Details

Keywords: History-based Pricing; Introductory Discount; Uniform Pricing; Consumer Lock-in; High Switching Costs; Demand and Consumers; Competition; Price; Market Entry and Exit; Product Marketing

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