Publications

May 1994 (Revised August 1994)
Case

Motorola-Penang

By: Shoshana Zuboff and Janis Lee Gogan

S.K. Ko managed Motorola's Penang, Malaysia factory, producing telecommunications components and equipment. As a female manager of a multi-ethnic and labor-intensive plant in Asia, Ko faced a number of challenges. She had already promoted quality circles and quality... View Details

Keywords: Factories, Labs, and Plants; Transformation; Decision Making; Ethnicity; Gender; Training; Leading Change; Management Analysis, Tools, and Techniques; Problems and Challenges; Technology Industry; Malaysia

14 Aug 2019
Sharpening Your Skills

The Manager's Guide to Leveraging Disruption

and the orchestrator. How Big Companies Can Outrun Disruption Large companies can be easy targets for disruption, but there are steps that can keep them ahead of the innovation curve. Rule 1: Don't emulate startup cultures. What’s Really Disrupting Business? It’s Not... View Details

Keywords: by Sean Silverthorne

06 Aug 2014
Research & Ideas

Climbing Down from the Ivory Tower

technology and we have the systems, and they'd work if only people would use them," Ashraf says. "But in doing that, we're not realizing that they should be part of the process. Asking them to apply something that's been generated... View Details

Keywords: by Carmen Nobel; Education; Education

September 2011 (Revised May 2012)
Case

GoodGuide

By: George Serafeim, Robert G. Eccles and Tiffany A. Clay

GoodGuide, a high-technology start-up company, founded by University of California Professor at Berkley Dara O'Rourke is at a critical junction. The venture capital funded company has yet to find the business model to monetize a very promising product that provides... View Details

Keywords: Entrepreneurship; Growth and Development Strategy; Strategic Planning; Venture Capital; Goods and Commodities; Business Model; Information Technology; Knowledge; Education Industry; California

16 Oct 2019
Research & Ideas

Read Our Most Popular Stories of the Quarter

What stories were readers like you diving into this summer on HBS Working Knowledge? Your interests varied dramatically, everything from how researchers use machine learning technology to predict CEO performance to the power of rituals in... View Details

Keywords: by Sean Silverthorne

August 2022
Case

Meaningful Gigs

By: Brian Trelstad and Rachel Philbin

In October 2020, just a year after founding their company Meaningful Gigs, founders Ronnie Kwesi Coleman and Stephanie Nachemja-Burton prepared for a vital investment meeting with Rethink Education. They had already reached $400,000 in annually recurring revenue (ARR)... View Details

Keywords: Venture Capital; Growth and Development Strategy; Revenue; Education Industry; Education Industry; Africa; United States

March 2022 (Revised January 2025)
Technical Note

Prediction & Machine Learning

By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton

This note provides an introduction to machine learning for an introductory data science course. The note begins with a description of supervised, unsupervised, and reinforcement learning. Then, the note provides a brief explanation of the difference between traditional... View Details

Keywords: Machine Learning; Data Science; Learning; Analytics and Data Science; Performance Evaluation; AI and Machine Learning

January 2014
Case

Social Strategy at Cisco Systems

By: Mikolaj Jan Piskorski, Daniel Malter and Aaron Smith

In April 2013, Jeanne Beliveau-Dunn, vice president and general manager for Learning@Cisco Systems, was planning the future of the Cisco Learning Network, an online platform hosted at Cisco.com. Since its launch in 2008, the Cisco Learning Network provided content to... View Details

Keywords: Networks; Digital Platforms; Internet and the Web; Competency and Skills; Learning; Web Services Industry

2007
Working Paper

Team Familiarity, Role Experience, and Performance: Evidence from Indian Software Services

By: Robert S. Huckman, Bradley R. Staats and David M. Upton

Much of the literature on team learning views experience as a unidimensional concept captured by the cumulative production volume of, or the number of projects completed by, a team. Implicit in this approach is the assumption that teams are stable in their membership... View Details

Keywords: Experience and Expertise; Learning; Performance Improvement; Projects; Groups and Teams; Familiarity; Information Technology Industry; India

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16 Aug 2017
Research & Ideas

Researchers Use Google Street View to See the Future of Cities

of improvement, rather than changes in income level or displacement of residents over time.) Education is a catalyst for neighborhood improvement What did seem to matter the most were two factors: population density and education. “The... View Details

Keywords: by Michael Blanding; Real Estate

November 5, 2021
Article

Leaders: Stop Confusing Correlation with Causation

By: Michael Luca

We’ve all been told that correlation does not imply causation. Yet many business leaders, elected officials, and media outlets still make causal claims based on misleading correlations. These claims are too often unscrutinized, amplified, and mistakenly used to guide... View Details

Keywords: Behavioral Economics; Data Analysis; Organizations; Decision Making; Analytics and Data Science; Analysis; Learning

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August 2010 (Revised November 2011)
Case

MindTree: A Community of Communities

By: David A. Garvin and Rachna Tahilyani

MindTree is a mid-sized Indian IT services company known for its knowledge management practices, its collaborative communities, and its strong culture and values. The CEO has set a goal of becoming a $1 billion company by 2014; to reach that goal, employees must create... View Details

Keywords: Learning; Corporate Entrepreneurship; Employee Relationship Management; Innovation and Invention; Knowledge Management; Leadership; Organizational Culture; Social and Collaborative Networks; Information Technology Industry; India

24 May 2004
Research & Ideas

The Watsons: IBM’s Troubled Legacy

was the hit of the fair, with more attendees and rave reviews than any other exhibit. Other companies spending large amounts of money to educate the public about their greatness included Ford, Chrysler, AT&T, General Electric, and... View Details

Keywords: by Richard S. Tedlow

June 1977 (Revised May 1997)
Case

University of Trent

By: Regina E. Herzlinger

Focuses on two issues: 1) technical systems that can be employed in nonprofit organizations for control and motivational purposes. Systems discussed range from payroll monitoring systems to zero-base budgeting and 2) the managerial environment needed for serious... View Details

Keywords: Information Technology; Motivation and Incentives; Business or Company Management; Nonprofit Organizations; Governance Controls; Education Industry