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2024
Working Paper

Don’t Expect Juniors to Teach Senior Professionals to Use Generative AI: Emerging Technology Risks and Novice AI Risk Mitigation Tactics

By: Katherine C. Kellogg, Hila Lifshitz-Assaf, Steven Randazzo, Ethan Mollick, Fabrizio Dell'Acqua, Edward McFowland III, François Candelon and Karim R. Lakhani

The literature on communities of practice demonstrates that a proven way for senior professionals to upskill themselves in the use of new technologies that undermine existing expertise is to learn from junior professionals. It notes that juniors may be better able... View Details

Keywords: Rank and Position; Competency and Skills; Technology Adoption; Experience and Expertise

Article

The C-Suite Skills That Matter Most

By: Raffaella Sadun, Joseph B. Fuller, Stephen Hansen and PJ Neal

Landing a job as a CEO today is no longer all about industry expertise and financial savvy. What companies are really seeking are leaders with strong social skills. That’s what the authors discovered after analyzing nearly 7,000 job descriptions for C-suite roles.... View Details

Keywords: C-Suite; Skills; Skills Development; Social Skills; Management Skills; Interpersonal Communication; Talent and Talent Management

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April 2015
Case

Carolinas HealthCare System: Consumer Analytics

By: John A. Quelch and Margaret L. Rodriguez

In 2014, Dr. Michael Dulin, chief clinical officer for analytics and outcomes research and head of the Dickson Advanced Analytics (DA2) group at Carolinas HealthCare System (CHS), successfully unified all analytics talent and resources into one group over a three year... View Details

Keywords: Consumer Segmentation; Big Data; Management Information Systems; Hospital Management; Health Care and Treatment; Marketing; Segmentation; Analytics and Data Science; Information Management; Information Technology; Health; Health Industry; United States

March 2007
Supplement

Bain & Company, Inc.

In late 2001, the consultancy Bain must decide whether to launch information technology as a practice area within the firm. The senior executives who are Bain's clients have been asking more and more IT-related questions of the firm's partners, who find themselves... View Details

Keywords: Organizational Change and Adaptation; Information Technology; Market Entry and Exit; Information Technology Industry; Consulting Industry

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

March 2020 (Revised January 2023)
Case

Nadine Vogel: Transforming the Marketplace, Workplace, and Workforce for People with Disabilities

By: Lakshmi Ramarajan, Hannah Riley-Bowles and Michael Norris

In 2019, Nadine Vogel, founder and CEO of Springboard Consulting, a firm that worked with Fortune 500 companies on issues related to disability and their workforce, faced the decision of the best path forward to grow her small company. Should she build more and better... View Details

Keywords: Diversity; Entrepreneurship; Personal Development and Career; Decision Choices and Conditions; Growth and Development Strategy; Product Development; Market Entry and Exit; Consulting Industry; United States; Florida; New York (state, US)

February 2014
Background Note

Raising Startup Capital

By: Jeffrey Bussgang

Entrepreneurs typically focus their full energies on business-building. But raising capital is a core part of building a valuable business. Developing expertise in raising capital is more than a necessary evil, it is a competitive weapon. Master it and you will be in a... View Details

November 2022
Case

Jon Fortt: The Art of Debate and Effective Communication

By: Francesca Gino, Sarah Livick-Moses and Ruth Page

This stand-alone multimedia case explores the art of communication in the space of negotiation. It follows the career journey of business journalist, media influencer, and co-anchor of CNBC's "Squawk Alley," Jon Fortt. He offers reflections on the race crisis in the... View Details

Keywords: Communication; Negotiation; Race

February 2018 (Revised March 2018)
Case

Artificial Intelligence and the Machine Learning Revolution in Finance: Cogent Labs and the Google Cloud Platform (GCP)

By: Lauren Cohen, Christopher Malloy and William Powley

This case examines the intersection of two firms (Cogent Labs—a machine learning software firm in Tokyo; and Google, the technology infrastructure giant) attempting to exploit the benefits of artificial intelligence and machine learning in the financial services... View Details

Keywords: Technological Innovation; Finance; Growth and Development Strategy; Business Model; Applications and Software; Infrastructure; Technology Industry; Financial Services Industry

November 2000
Case

Model E: An Incubated Enterprise

By: Myra M. Hart

Provides a close-up view of an entrepreneurial search for opportunity, the role of incubators in the process, and the development of a viable business concept. Also depicts the changes made to the business concept as new people (with new expertise and experience) are... View Details

Keywords: Business Model; Transformation; Entrepreneurship; Human Resources; Problems and Challenges; Internet and the Web

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September 2014 (Revised March 2016)
Case

Mayo Clinic: The 2020 Initiative

By: Regina E. Herzlinger, Robert S. Huckman and Jenny Lesser

Describes the challenges facing Dr. John Noseworthy, President and CEO, in implementing a long-term strategy for the growth of the Mayo Clinic—a leading academic medical center with a reputation for excellence in tertiary and quaternary health care. The case highlights... View Details

Keywords: Health; Health Care Industry; Health Care Policy; Health Care and Treatment; Health Industry; United States

August 2019 (Revised August 2020)
Case

Magrabi: Fulfilling the Vision for the Future

By: John Beshears, Alpana Thapar and Boris Tsimerinov

In 2018, Magrabi was the leading retailer of eyeglasses, sunglasses, and other optical products in the Middle East, and it was embarking on a major shift in strategy, transitioning from a brand focused on clinical expertise to a brand that combined technical excellence... View Details

Keywords: Brands and Branding; Transition; Luxury; Sales; Service Delivery; Strategy; Employees; Recruitment; Consumer Products Industry; Retail Industry; Middle East

May 2017
Article

Immigration and the Rise of American Ingenuity

By: Ufuk Akcigit, John Grigsby and Tom Nicholas

We build on the analysis in Akcigit, Grigsby, and Nicholas (2017) by using U.S. patent and census data to examine the relationship between immigration and innovation. We construct a measure of foreign born expertise and show that technology areas where immigrant... View Details

Keywords: Immigration; Innovation and Invention; Experience and Expertise; Wages; United States

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September 2021 (Revised December 2023)
Case

On the Bubble: Startup Bootstrapping

By: Jeffrey J. Bussgang, Tom Quinn and Annelena Lobb

Bubble was a software company in the low-code/no-code market, making tools that allowed users without traditional programming backgrounds or technical skills to build software. The case covers cofounder Joshua Haas’s engineering background, as he experienced a high... View Details

February 2011 (Revised September 2013)
Case

Sound Group China: Urban Waste Entrepreneurs

By: John D. Macomber, Chad M. Carr and Fan Zhao

Private sector entrepreneur in China with advanced solid waste management capability competes with state owned enterprises and also government policies supporting a rival technology. Wen Yibo has used engineering expertise and political savvy to build a major privately... View Details

Keywords: Private Sector; Public Sector; Service Delivery; Business and Government Relations; Environmental Sustainability; Wastes and Waste Processing; Urban Development; Utilities Industry; China

Guest Column

Is Your Company Encouraging Employees to Share What They Know?

By: Christopher G. Myers

Is your company encouraging employees to share what they know? Too much expertise is going to waste. Many of the things we need to know to be successful—to innovate, collaborate, solve problems, and identify new opportunities—aren't learned simply through schooling,... View Details

Keywords: Vicarious Learning; Learning And Development; Learning Organizations; Knowledge Sharing; Organizations; Employees; Learning

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June 1989 (Revised May 1993)
Supplement

Rossin Greenberg Seronick & Hill, Inc. (C)

By: John A. Quelch

Teaching objectives: 1) to consider legal and other obligations advertising agencies owe to their clients, 2) to show how aggressive marketing can lead to allegations of misconduct, 3) to explore conflicts of interest which may arise for professional service companies... View Details

Keywords: Conflict of Interests; Ethics; Lawsuits and Litigation; Marketing; Advertising; Advertising Industry; New England

2009
Article

Feeling the Heat: The Effects of Performance Pressure on Teams' Knowledge Use and Performance

By: Heidi K. Gardner

Why do some teams fail to use their members' knowledge effectively, even after having correctly identified each other's expertise? This paper identifies performance pressure as a critical barrier to effective knowledge utilization in teams. I theorize that performance... View Details

Keywords: Experience and Expertise; Knowledge Use and Leverage; Performance Effectiveness; Performance Expectations; Groups and Teams

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October 2020 (Revised December 2020)
Case

Investing at Pivotal Ventures

By: Emil N. Siriwardane, Emily R. McComb and Eren Kuzucu

Launched in 2015 by Melinda Gates, co-chair of the Bill & Melinda Gates Foundation, Pivotal Ventures is an investment and incubation company. The company aims to support and promote transformational ideas, people and organizations, and advance social progress for women... View Details

Keywords: Investment; Management; Mission and Purpose; Venture Capital

2003
Case

Corning Microarray Technologies

By: Vijay Govindarajan, Chris Trimble and Gautam Bellur

In mid-2000, the scientific community reached a momentous milestone—the complete mapping of the human genome. Researchers in the field of genomics were anxious to dig into a tremendous array of newly possible scientific inquiries, and needed efficient experimental... View Details

Keywords: Expansion; Genetics; Manufacturing Industry; Industrial Products Industry

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