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  • All HBS Web  (1,302)
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  • Research Summary

Overview

Paul is primarily interested in studying explainable machine learning (ML), digital transformation, and data science operations. He works on research that explores how stakeholders within organizations can use machine learning to make better decisions. In particular,... View Details
  • 09 Jul 2024
  • Cold Call Podcast

Non-Fungible Tokens (NFTs) and Brand Building

Keywords: Re: Scott Duke Kominers; Technology
  • March 2018
  • Article

Hospital Budget Systems are Holding Back Innovation

By: Robert S. Kaplan, Michael S. Jellinek and Derek A. Haas
Nearly 800 digital health startups were funded in 2017, an all-time high. Each of the new companies offers the hope of transforming the performance of the U.S. health care system. The audience for such innovation wants to be receptive: A recent American Hospital... View Details
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Kaplan, Robert S., Michael S. Jellinek, and Derek A. Haas. "Hospital Budget Systems are Holding Back Innovation." Special Issue on HBR Insight Center: Health Care's New Frontier. Harvard Business Review (website) (March 2018).
  • May 1999 (Revised March 2001)
  • Case

Marshall Industries

By: Jeffrey F. Rayport
Confounding predictions that the Internet would "disintermediate" commerce, making "middle man" companies all but obsolete, Marshall Industries, a leading electronics distributor, used the Internet and digital technologies to reinvent itself. Marshall continued to sell... View Details
Keywords: Organizational Change and Adaptation; Digital Platforms; Internet and the Web; Supply Chain; Emerging Markets; Customer Focus and Relationships; Distribution Industry; Electronics Industry
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Rayport, Jeffrey F., and Cathy Olofson. "Marshall Industries." Harvard Business School Case 899-239, May 1999. (Revised March 2001.)
  • August 2024 (Revised March 2025)
  • Case

DBS' AI Journey

By: Feng Zhu, Harold Zhu and Adina Wong
Headquartered in Singapore, DBS Bank, one of Asia's leading financial services groups, embarked on a multi-year digital transformation under CEO Piyush Gupta in 2014. It was then that DBS also began experimenting with AI to drive value for the business and customers.... View Details
Keywords: Corporate Governance; AI and Machine Learning; Digital Transformation; Risk Management; Value Creation; Banking Industry; Financial Services Industry; Asia; Singapore
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Zhu, Feng, Harold Zhu, and Adina Wong. "DBS' AI Journey." Harvard Business School Case 625-053, August 2024. (Revised March 2025.)
  • 19 Dec 2022
  • Research & Ideas

The 10 Most Popular Articles of 2022

Stress) It's not about the bigger home or the better vacation. Financial stability helps people escape the everyday hassles of life, says research by Jon Jachimowicz. 3. Curiosity, Not Coding: 6 Skills Leaders Need in the Digital Age... View Details
Keywords: by Danielle Kost
  • June 2020 (Revised March 2024)
  • Case

Deloitte's Pixel (A): Consulting with Open Talent

By: Michael L. Tushman, John Winsor and Kerry Herman
Deloitte Consulting’s General Manager Balaji Bondili, head of Pixel, considers how best to grow Deloitte Consulting’s use of open (on-demand) talent, as consulting companies and their clients face transformative change in the way client engagements and projects get... View Details
Keywords: Disruption; Talent and Talent Management; Growth and Development Strategy; Organizational Change and Adaptation; Consulting Industry; United States
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Tushman, Michael L., John Winsor, and Kerry Herman. "Deloitte's Pixel (A): Consulting with Open Talent." Harvard Business School Case 420-003, June 2020. (Revised March 2024.)
  • Winter 2014
  • Article

The Art of Strategic Renewal

By: Andy Binns, J. Bruce Harreld, Charles A. O'Reilly and Michael L. Tushman
In recent years, we have seen well-established companies such as Kodak, Blockbuster, Nokia, and BlackBerry pushed to the brink by smart competitors and changes in their industries. In each case, there were opportunities to act before a crisis engulfed the organization.... View Details
Keywords: Organizational Change and Adaptation
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Binns, Andy, J. Bruce Harreld, Charles A. O'Reilly, and Michael L. Tushman. "The Art of Strategic Renewal." MIT Sloan Management Review 55, no. 2 (Winter 2014): 21–23.
  • September 2021
  • Case

Publicis Groupe 2021: Changing Nearly Everything

By: Rosabeth Moss Kanter, Tonia Labruyere and Vincent Dessain
After succeeding long-time CEO Maurice Levy as top leader of the world’s third largest advertising, marketing, and communications company, headquartered in France, Arthur Sadoun accelerates digital transformation through a new platform drawing on talent from any of the... View Details
Keywords: COVID-19 Pandemic; Change Management; Transition; Transformation; Leadership; Digital Transformation; Advertising Industry; France; United States
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Kanter, Rosabeth Moss, Tonia Labruyere, and Vincent Dessain. "Publicis Groupe 2021: Changing Nearly Everything." Harvard Business School Case 322-050, September 2021.
  • December 2022
  • Article

The Rise of People Analytics and the Future of Organizational Research

By: Jeff Polzer
Organizations are transforming as they adopt new technologies and use new sources of data, changing the experiences of employees and pushing organizational researchers to respond. As employees perform their daily activities, they generate vast digital data. These data,... View Details
Keywords: Organizational Change and Adaptation; Analytics and Data Science; Technology Adoption; Employees
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Polzer, Jeff. "The Rise of People Analytics and the Future of Organizational Research." Art. 100181. Research in Organizational Behavior 42 (December 2022). (Supplement.)
  • August 2021 (Revised November 2023)
  • Supplement

Coats: Supply Chain Challenges

By: Willy C. Shih
Coats, the largest thread maker in the world, transformed its business to digital colour measurement so that it could respond better to customer demand in the garment industry for rapid product cycles and more fragmented colour choices. Its embrace of digital colour... View Details
Keywords: Inventory Management; Supply Chain; Inventory; Supply Chain Management; Operations; Apparel and Accessories Industry; Asia
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Shih, Willy C. "Coats: Supply Chain Challenges." Harvard Business School PowerPoint Supplement 622-041, August 2021. (Revised November 2023.)
  • January–February 2017
  • Article

The Truth about Blockchain

By: Marco Iansiti and Karim R. Lakhani
Contracts, transactions, and records of them provide critical structure in our economic system, but they haven’t kept up with the world’s digital transformation. They’re like rush-hour gridlock trapping a Formula 1 race car. Blockchain promises to solve this problem.... View Details
Keywords: Technological Innovation; Technology Adoption; Information Management; Information Technology Industry
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Iansiti, Marco, and Karim R. Lakhani. "The Truth about Blockchain." Harvard Business Review 95, no. 1 (January–February 2017): 118–127.
  • Research Summary

Overview

Professor Nagle studies how competitors can collaborate on the creation of core technologies, while still competing on the products and services built on top of them. His research falls into the broader categories of the futures of work, the economics of IT, and... View Details
Keywords: Information Technology; Strategy; Technological Innovation; Collaborative Innovation and Invention; Economic Growth; Entrepreneurship; Technology; Internet; Mobile Technology; Online Technology; Technology Adoption; Technology Networks
  • May 2025 (Revised June 2025)
  • Supplement

Michael Ku and Global Clinical Supply at Pfizer Inc.: Bringing Hope to Patients (D)

By: Linda A. Hill and Lydia Begag
This fourth installment in the Pfizer Global Clinical Supply (GCS) transformation case series highlights how over a decade of cultural and digital evolution positioned GCS to meet unprecedented global challenges. In 2011, Michael Ku became the Vice President of GCS and... View Details
Keywords: Innovation Leadership; Technological Innovation; Leadership Development; Leadership Style; Research and Development; Science-Based Business; Transformation; Health Pandemics; AI and Machine Learning; Analytics and Data Science; Digital Transformation; Leading Change; Product Launch; Supply Chain; Organizational Change and Adaptation; Alignment; Pharmaceutical Industry; Biotechnology Industry; Health Industry; United States; Asia; Europe; Latin America
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Hill, Linda A., and Lydia Begag. "Michael Ku and Global Clinical Supply at Pfizer Inc.: Bringing Hope to Patients (D)." Harvard Business School Supplement 425-079, May 2025. (Revised June 2025.)
  • 05 Jul 2023
  • Cold Call Podcast

How Unilever Is Preparing for the Future of Work

Keywords: Re: William R. Kerr; Retail; Consumer Products
  • November 2003 (Revised December 2003)
  • Case

Enabling Business Strategy with IT at the World Bank

By: F. Warren McFarlan and Brian DeLacey
World Bank IT provides services (communications, applications, video conferencing, knowledge sharing, distance learning, information sharing, client commerce, crisis management, etc.) on a global basis to the poorest countries in the globe via satellites. This case... View Details
Keywords: Information Infrastructure; Globalized Economies and Regions; Information Technology; Global Strategy; Business Strategy; Banks and Banking; Banking Industry
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McFarlan, F. Warren, and Brian DeLacey. "Enabling Business Strategy with IT at the World Bank." Harvard Business School Case 304-055, November 2003. (Revised December 2003.)
  • 07 Jul 2019
  • HBS Case

Walmart's Workforce of the Future

initiative. “That requires a lot of reskilling of employees and hard choices, in an uncertain environment, in terms of how to deploy capital.” “This digital transformation creates new jobs, but, more... View Details
Keywords: by Julia Hanna; Retail
  • April 2021 (Revised June 2021)
  • Case

IBM: Design Thinking

By: Srikant M. Datar, Amram Migdal and Paul Hamilton
This case describes the 2012-2020 effort at IBM to implement design thinking throughout the company and hire thousands of designers to serve on every product team alongside technical engineers and developers and product managers. IBM’s design transformation is told... View Details
Keywords: Business Ventures; Business Divisions; Business Units; Business Organization; Change; Change Management; Transformation; Competency and Skills; Talent and Talent Management; Design; Human Resources; Recruitment; Selection and Staffing; Innovation and Invention; Collaborative Innovation and Invention; Innovation and Management; Innovation Strategy; Jobs and Positions; Job Design and Levels; Leading Change; Management; Business or Company Management; Goals and Objectives; Management Practices and Processes; Operations; Product; Product Design; Product Development; Organizations; Business Processes; Organizational Change and Adaptation; Organizational Design; Organizational Structure; Strategy; Adaptation; Adoption; Technological Innovation; Information Infrastructure; Information Technology; Technology Industry; Information Technology Industry; United States
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Datar, Srikant M., Amram Migdal, and Paul Hamilton. "IBM: Design Thinking." Harvard Business School Case 121-007, April 2021. (Revised June 2021.)
  • 24 Oct 2023
  • Cold Call Podcast

How the United States Air Force Accelerated AI Adoption

Keywords: Re: Maria P. Roche
  • January 2025
  • Case

Untapped Global: Financing Africa's Missing Middle

By: Raymond Kluender and Emanuele Colonnelli
In November 2024, Jim Chu, founder and CEO of Untapped Global, faced mounting internal tensions over the company’s strategic direction. Untapped had developed a data-driven revenue-based financing (RBF) model to address the “missing middle” problem—the $5.2 trillion... View Details
Keywords: Social Entrepreneurship; Venture Capital; Working Capital; Private Equity; Financial Strategy; Microfinance; International Finance; Currency Exchange Rate; Profit Sharing; Revenue; Developing Countries and Economies; Economic Growth; Emerging Markets; Mission and Purpose; Small Business; Entrepreneurial Finance; Banking Industry; Financial Services Industry; Information Technology Industry; Technology Industry; Africa; Nigeria; South Africa; Kenya; Uganda; California; San Francisco
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Kluender, Raymond, and Emanuele Colonnelli. "Untapped Global: Financing Africa's Missing Middle." Harvard Business School Case 825-056, January 2025.
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