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All HBS Web
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- Faculty Publications (466)
- November 2015 (Revised May 2016)
- Case
Aspiring Minds
By: Karim R. Lakhani, Marco Iansiti and Christine Snively
By 2015, India-based employment assessment and certification provider Aspiring Minds had helped facilitate over 300,000 job matches through its assessment tools. Aspiring Minds' flagship product, the Aspiring Minds Computer Adaptive Test (AMCAT), used machine learning...
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Keywords:
Information Technology;
Strategy;
Higher Education;
Technological Innovation;
Employment;
Technology Industry;
India;
China
Lakhani, Karim R., Marco Iansiti, and Christine Snively. "Aspiring Minds." Harvard Business School Case 616-013, November 2015. (Revised May 2016.)
- October 2015 (Revised October 2016)
- Case
Building Watson: Not So Elementary, My Dear! (Abridged)
By: Willy C. Shih
This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the...
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Keywords:
Analytics;
Big Data;
Business Analytics;
Product Development Strategy;
Machine Learning;
Machine Intelligence;
Artificial Intelligence;
Product Development;
AI and Machine Learning;
Information Technology;
Analytics and Data Science;
Information Technology Industry;
United States
Shih, Willy C. "Building Watson: Not So Elementary, My Dear! (Abridged)." Harvard Business School Case 616-025, October 2015. (Revised October 2016.)
- 2015
- Article
A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes
By: Himabindu Lakkaraju, Everaldo Aguiar, Carl Shan, David Miller, Nasir Bhanpuri, Rayid Ghani and Kecia Addison
Lakkaraju, Himabindu, Everaldo Aguiar, Carl Shan, David Miller, Nasir Bhanpuri, Rayid Ghani, and Kecia Addison. "A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes." Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining 21st (2015).
- Article
Who, When, and Why: A Machine Learning Approach to Prioritizing Students at Risk of Not Graduating High School on Time
By: Everaldo Aguiar, Himabindu Lakkaraju, Nasir Bhanpuri, David Miller, Ben Yuhas, Kecia Addison and Rayid Ghani
Aguiar, Everaldo, Himabindu Lakkaraju, Nasir Bhanpuri, David Miller, Ben Yuhas, Kecia Addison, and Rayid Ghani. "Who, When, and Why: A Machine Learning Approach to Prioritizing Students at Risk of Not Graduating High School on Time." Proceedings of the International Learning Analytics and Knowledge Conference 5th (2015).
- September 2014 (Revised March 2022)
- Case
Samuel Colt: An American Gun Maker
By: Tom Nicholas and Casey Verkamp
Samuel Colt not only perfected and patented the technology for a gun that could fire multiple times without reloading, but he also developed and applied early principles of mass production more completely than anyone had done before. Until the nineteenth century,...
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Keywords:
Technological Innovation;
Product Positioning;
Machinery and Machining;
Production;
Independent Innovation and Invention;
Manufacturing Industry;
United States
Nicholas, Tom, and Casey Verkamp. "Samuel Colt: An American Gun Maker." Harvard Business School Case 815-061, September 2014. (Revised March 2022.)
- August 2014
- Case
Opening the Valve: From Software to Hardware (A)
By: Ethan Bernstein, Francesca Gino and Bradley Staats
Valve, one of the world's top video game software companies, has also become an iconic example of an organization with virtually no hierarchy. A 400-person organization, Valve's unique organizational form (described in detail in the case and accompanying employee...
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Keywords:
Valve;
Self-Managed Organizations;
Organization Design;
Strategy;
Flat Organization;
Video Games;
Organization Alignment;
Family Business;
Steam;
Steam Machine;
Design;
Games, Gaming, and Gambling;
Human Resources;
Collaborative Innovation and Invention;
Technological Innovation;
Leadership Style;
Management Practices and Processes;
Organizational Design;
Organizational Structure;
Organizational Culture;
Organizational Change and Adaptation;
Groups and Teams;
Alignment;
Software;
Hardware;
Video Game Industry;
Seattle
Bernstein, Ethan, Francesca Gino, and Bradley Staats. "Opening the Valve: From Software to Hardware (A)." Harvard Business School Case 415-015, August 2014.
- August 2014 (Revised August 2015)
- Supplement
Opening the Valve: From Software to Hardware (B)
By: Ethan Bernstein, Francesca Gino and Bradley Staats
Valve, one of the world's top video game software companies, has also become an iconic example of an organization with virtually no hierarchy. A 400-person organization, Valve's unique organizational form (described in detail in the case and accompanying employee...
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Keywords:
Valve;
Self-Managed Organizations;
Organization Design;
Strategy;
Flat Organization;
Video Games;
Organization Alignment;
Family Business;
Steam;
Steam Machine;
Design;
Games, Gaming, and Gambling;
Human Resources;
Collaborative Innovation and Invention;
Technological Innovation;
Leadership Style;
Management Practices and Processes;
Organizational Design;
Organizational Structure;
Organizational Culture;
Organizational Change and Adaptation;
Groups and Teams;
Alignment;
Software;
Hardware;
Video Game Industry;
Seattle
Bernstein, Ethan, Francesca Gino, and Bradley Staats. "Opening the Valve: From Software to Hardware (B)." Harvard Business School Supplement 415-016, August 2014. (Revised August 2015.)
- April 2014 (Revised March 2015)
- Case
GE and the Industrial Internet
By: Karim R. Lakhani, Marco Iansiti and Kerry Herman
CEO Jeff Immelt considers whether GE is moving fast enough on its new Industrial Internet initiative. The undertaking includes building out an Industrial Internet, connecting machines and devices, collecting their data and operations, and providing services to clients...
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Keywords:
Technology;
Operations Management;
Strategy;
Big Data;
Business Analysis;
Corporate Strategy;
Digital Technology;
Digital Innovation;
General Management;
General Strategy;
Global Competitiveness;
Global Strategy;
Innovation;
Innovation And Management;
Industrial Internet;
GE;
Innovation and Invention;
Information Technology;
Analytics and Data Science;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
North and Central America;
Asia;
Europe;
Middle East;
Latin America
Lakhani, Karim R., Marco Iansiti, and Kerry Herman. "GE and the Industrial Internet." Harvard Business School Case 614-032, April 2014. (Revised March 2015.)
- April 2014
- Article
The Limits of Scale: Companies That Get Big Fast Are Often Left Behind. Here's Why.
By: Hanna Halaburda and Felix Oberholzer-Gee
The value of many products and services rises or falls with the number of customers using them; the fewer fax machines in use, the less important it is to have one. These network effects influence consumer decisions and affect companies' ability to compete. Strategists...
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Halaburda, Hanna, and Felix Oberholzer-Gee. "The Limits of Scale: Companies That Get Big Fast Are Often Left Behind. Here's Why." Harvard Business Review 92, no. 4 (April 2014): 95–99.
- February 2014
- Case
BGI: Data-driven Research
By: Willy Shih and Sen Chai
BGI has the largest installed gene-sequencing capacity in the world, and to Zhang Gengyun, general manager of the Life Sciences Division, this represented an opportunity to apply his training as a plant breeder and his early career work as a biochemist to improving...
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Keywords:
Genomics;
Gene Sequencing;
Life Sciences;
Plant Breeding;
Human Genome Program;
Beijing Genomics Institute;
BGI;
Rice Genome;
Technological Innovation;
Innovation Strategy;
Research;
Research and Development;
Science;
Genetics;
Science-Based Business;
Strategy;
Commercialization;
Corporate Strategy;
Information Technology;
Applications and Software;
Agriculture and Agribusiness Industry;
Agriculture and Agribusiness Industry;
Agriculture and Agribusiness Industry;
China;
United States
Shih, Willy, and Sen Chai. "BGI: Data-driven Research." Harvard Business School Case 614-056, February 2014.
- January 2014 (Revised December 2014)
- Case
GenapSys: Business Models for the Genome
By: Richard G. Hamermesh, Joseph B. Fuller and Matthew Preble
GenapSys, a California-based startup, was soon to release a new DNA sequencer that the company's founder, Hesaam Esfandyarpour, believed was truly revolutionary. The sequencer would be substantially less expensive—potentially costing just a few thousand dollars—and... View Details
Keywords:
DNA Sequencing;
Life Sciences;
Business Model;
Innovation & Entrepreneurship;
Health Care and Treatment;
Genetics;
Business Strategy;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
Medical Devices and Supplies Industry;
United States
Hamermesh, Richard G., Joseph B. Fuller, and Matthew Preble. "GenapSys: Business Models for the Genome." Harvard Business School Case 814-050, January 2014. (Revised December 2014.)
- January 2014 (Revised July 2016)
- Case
Samuel Slater & Francis Cabot Lowell: The Factory System in U.S. Cotton Manufacturing
By: Tom Nicholas and Matthew Guilford
At the time of the American War of Independence (1776-1783) and for several decades after it, Great Britain dominated the global production of cotton textiles. In fact, Britain became so dominant in textile manufacturing and trading that Manchester, its industrial...
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Keywords:
Technological Innovation;
Production;
Business History;
Manufacturing Industry;
Great Britain;
Massachusetts
Nicholas, Tom, and Matthew Guilford. "Samuel Slater & Francis Cabot Lowell: The Factory System in U.S. Cotton Manufacturing." Harvard Business School Case 814-065, January 2014. (Revised July 2016.)
- 2013
- Chapter
Beyond Platinum: Making the Case for Titanium Buildings
By: Jock Herron, Amy C. Edmondson and Robert G. Eccles
Buildings are the nation's greatest energy consumers. Forty percent of all our energy is used for heating, cooling, lighting, and powering machines and devices in buildings. And despite decades of investment in green construction technologies, residential and...
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Keywords:
Buildings and Facilities;
Energy;
Attitudes;
Environmental Sustainability;
Construction Industry;
Green Technology Industry;
United States
Herron, Jock, Amy C. Edmondson, and Robert G. Eccles. "Beyond Platinum: Making the Case for Titanium Buildings." Chap. 4 in Constructing Green: The Social Structures of Sustainability, by Rebecca L. Henn and Andrew J. Hoffman, 77–100. MIT Press, 2013.
- May 2013
- Article
From Russia with Love: The Impact of Relocated Firms on Incumbent Survival
By: Oliver Falck, Christina Guenther, Stephan Heblich and William R. Kerr
We identify the impact of local firm concentration on incumbent performance with a quasi-natural experiment. When Germany was divided after World War II, many firms in the machine tool industry fled the Soviet occupied zone to prevent expropriation. We show that the...
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Falck, Oliver, Christina Guenther, Stephan Heblich, and William R. Kerr. "From Russia with Love: The Impact of Relocated Firms on Incumbent Survival." Journal of Economic Geography 13, no. 3 (May 2013): 419–449.
- February 2013 (Revised March 2015)
- Case
The LEGO Group: Publish or Protect?
By: Willy C. Shih and Sen Chai
Senior managers at the LEGO Group are faced with a quandary: Should they patent inventions coming out of their manufacturing process development work, should they keep them as trade secrets, or should they publish them so that they would go into the public domain and...
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Keywords:
Plastics;
Injection Molding;
Toys;
LEGO;
LEGO Group;
Tools;
Additive Manufacturing;
3D Manufacturing;
Toolmaking;
Patenting;
Spillovers;
Knowledge Spillovers;
Change;
Trends;
Engineering;
Machinery and Machining;
Intellectual Property;
Patents;
Operations;
Production;
Strategy;
Corporate Strategy;
Technology Adoption;
Consumer Products Industry;
Manufacturing Industry;
Technology Industry;
Europe;
Denmark
Shih, Willy C., and Sen Chai. "The LEGO Group: Publish or Protect?" Harvard Business School Case 613-079, February 2013. (Revised March 2015.)
- 2013
- Book
Constructing Green: The Social Structures of Sustainability
By: Rebecca Henn and Andrew J. Hoffman
Buildings are the nation's greatest energy consumers. Forty percent of all our energy is used for heating, cooling, lighting, and powering machines and devices in buildings. And despite decades of investment in green construction technologies, residential and...
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Henn, Rebecca, and Andrew J. Hoffman, eds. Constructing Green: The Social Structures of Sustainability. MIT Press, 2013. (Honorable Mention for the 2014 Best Book Award, Organizations and Natural Environment Division, Academy of Management.)
- 2013
- Book
Flourishing: A Frank Conversation About Sustainability
By: John Ehrenfeld and Andrew J. Hoffman
Flourishing: A Frank Conversation about Sustainability invites you into a conversation between a teacher, John R. Ehrenfeld, and his former student now professor, Andrew J. Hoffman, as they discuss how to create a sustainable world. Unlike virtually all other...
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Ehrenfeld, John, and Andrew J. Hoffman. Flourishing: A Frank Conversation About Sustainability. Stanford University Press, 2013. (Finalist for the 2014 Best Book Award, Social Issues in Management Division, Academy of Management.)
- 2013
- Case
Innovation and Development of China Machine Press in the New Century
By: F. Warren McFarlan, Ning Jia and Guo Jia
China Machine Press (CMP), founded in 1952, is a leading multi-field, multi-discipline and multimedia publishing group in China with large scale, comprehensive and specialized business that integrates paper media, audiovisual media and online media, and combines...
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McFarlan, F. Warren, Ning Jia, and Guo Jia. "Innovation and Development of China Machine Press in the New Century." Tsinghua University Case, 2013.
- 2013
- Teaching Note
Innovation and Development of China Machine Press in the New Century (TN)
By: F. Warren McFarlan, Ning Jia and Guo Jia
China Machine Press (CMP), founded in 1952, is a leading multi-field, multi-discipline and multimedia publishing group in China with large scale, comprehensive and specialized business that integrates paper media, audiovisual media and online media, and combines...
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McFarlan, F. Warren, Ning Jia, and Guo Jia. "Innovation and Development of China Machine Press in the New Century (TN)." Tsinghua University Teaching Note, 2013.
- December 2012
- Case
Trouble Brewing for Green Mountain Coffee Roasters
By: Suraj Srinivasan and Michael Norris
In October 2011, noted hedge fund manager David Einhorn of Greenlight Capital delivered a presentation at an investors' conference analyzing the business and accounting quality weaknesses of Green Mountain Coffee Roasters. Until then Green Mountain had exhibited rapid...
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Keywords:
Accounting Fraud;
Accounting Quality;
Accounting Red Flags;
Accounting Restatements;
Accounting Scandal;
Accounting Information;
Financial Accounting;
Financial Analysts;
Financial Analysis;
Financial Intermediaries;
Hedge Funds;
Financial Ratios;
Financial Statement Analysis;
Valuation Methodologies;
Earnings Quality;
Accounting;
Quality;
Earnings Management;
Valuation;
Crime and Corruption;
Mergers and Acquisitions;
Financial Reporting;
Investment Funds;
Financial Statements;
Food and Beverage Industry
Srinivasan, Suraj, and Michael Norris. "Trouble Brewing for Green Mountain Coffee Roasters." Harvard Business School Case 113-035, December 2012.