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Show Results For
- All HBS Web
(4,520)
- People (9)
- News (2,060)
- Research (2,038)
- Events (3)
- Multimedia (2)
- Faculty Publications (1,206)
- January 2025
- Technical Note
AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix
By: Tsedal Neeley and Tim Englehart
This technical note introduces the confusion matrix as a foundational tool in artificial intelligence (AI) and large language models (LLMs) for assessing the performance of classification models, focusing on their reliability for decision-making. A confusion matrix... View Details
Keywords: Reliability; Confusion Matrix; AI and Machine Learning; Decision Making; Measurement and Metrics; Performance
Neeley, Tsedal, and Tim Englehart. "AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix." Harvard Business School Technical Note 425-049, January 2025.
- October 2017 (Revised November 2017)
- Case
NYC311
By: Constantine E. Kontokosta, Mitchell Weiss, Christine Snively and Sarah Gulick
Joe Morrisroe, executive director for NYC311, had some gut instincts but no definitive answer to the question he was just asked by one of the mayor’s deputies: “Are some communities being underserved by 311? How do we know we are hearing from the right people?” Founded... View Details
Keywords: New York City; NYC; 311; NYC311; Big Data; Equal Access; Bias; Data Analysis; Public Entrepreneurship; Urban Informatics; Predictive Analytics; Chief Data Officer; Data Analytics; Cities; City Leadership; Analytics and Data Science; Analysis; Prejudice and Bias; Entrepreneurship; Public Sector; City; Public Administration Industry; New York (city, NY)
- 01 Feb 2017
- What Do You Think?
Is the Next Jobs Crisis Just Ahead?
Summing Up: Should We Be Addressing the Next Jobs Crisis Now? An unusual proportion of respondents to this month’s column agreed either explicitly or implicitly on one thing: a looming service sector jobs crisis would dwarf anything we’ve... View Details
Michael E. Porter
Michael Porter is an economist, researcher, author, advisor, speaker and teacher. Throughout his career at Harvard Business School, he has brought economic theory and strategy concepts to bear on many of the most challenging problems facing corporations, economies... View Details
Keywords: information; information; information; information; information; information; information; information; information
- 18 Feb 2014
- First Look
First Look: February 18
http://hbr.org/product/groupon-for-local-businesses/an/514047-PDF-ENG Harvard Business School Case 514-071 Managing Online Reviews on TripAdvisor In 2013, TripAdvisor was the most visited online travel site in the world. It hosted a massive repository of View Details
Keywords: Sean Silverthorne
- August 2018 (Revised October 2019)
- Case
C3.ai—Driven to Succeed
By: Robert Simons and George Gonzalez
CEO Tom Siebel navigates his artificial intelligence (ai) startup through a series of pivots, market expansions, and even an elephant attack to become a leading platform ad service provider. The case describes his unusual management approach emphasizing employee... View Details
Keywords: Strategy Execution; Performance Measurement; Critical Performance Variables; Strategic Boundaries; Internet Of Things; Artificial Intelligence; Software Development; Big Data; Machine Learning; Business Startups; Management Style; Business Strategy; Performance; Measurement and Metrics; Organizational Culture; AI and Machine Learning; Digital Transformation; Applications and Software; Digital Marketing; Analytics and Data Science; Technology Industry; United States; California
Simons, Robert, and George Gonzalez. "C3.ai—Driven to Succeed." Harvard Business School Case 119-004, August 2018. (Revised October 2019.)
- 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... View Details
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; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology 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.)
- January 2025
- Article
Reducing Prejudice with Counter-stereotypical AI
By: Erik Hermann, Julian De Freitas and Stefano Puntoni
Based on a review of relevant literature, we propose that the proliferation of AI with human-like and social features presents an unprecedented opportunity to address the underlying cognitive and affective drivers of prejudice. An approach informed by the psychology of... View Details
Keywords: Prejudice and Bias; AI and Machine Learning; Interpersonal Communication; Social and Collaborative Networks
Hermann, Erik, Julian De Freitas, and Stefano Puntoni. "Reducing Prejudice with Counter-stereotypical AI." Consumer Psychology Review 8, no. 1 (January 2025): 75–86.
- April 2000 (Revised June 2000)
- Case
Everdream
Silicon Valley start-up Everdream wants to turn the provision of PCs to small business into a turnkey service including excellent 24/7 support. This case explores what this will take by focusing on the question of what, if anything, Everdream can guarantee. View Details
Keywords: Service Delivery; Information Infrastructure; Business Startups; Service Industry; Service Industry; California
Hallowell, Roger H., and Christina L. Darwall. "Everdream." Harvard Business School Case 800-251, April 2000. (Revised June 2000.)
- March 2000 (Revised November 2001)
- Case
Rosenbluth International and Biztravel.com
Rosenbluth, the third largest U.S. travel agency, uses the Internet to serve new customers with a high-service strategy. Rosenbluth acquires Biztravel.com and integrates the customer support and logistics aspects of service delivery. View Details
Keywords: Horizontal Integration; Internet and the Web; Service Delivery; Acquisition; Travel Industry; United States
Hallowell, Roger H. "Rosenbluth International and Biztravel.com." Harvard Business School Case 800-356, March 2000. (Revised November 2001.)
- 2009
- Article
India Transformed: Insights from the Firm Level 1988–2007
By: Laura Alfaro and Anusha Chari
Using firm-level data, this paper analyzes the transformation of India's economic structure following the implementation of economic reforms. The focus of the study is on publicly listed and unlisted firms from across a wide spectrum of manufacturing and services... View Details
Keywords: Financial Statements; Management Analysis, Tools, and Techniques; Transformation; Economics; Ownership; Assets; Sales; Profit; Stock Shares; Private Sector; Investment Return; Service Industry; Service Industry; India
Alfaro, Laura, and Anusha Chari. "India Transformed: Insights from the Firm Level 1988–2007." India Policy Forum 6 (2009). (Also NBER Working Paper w15448. Featured in The Economist. Economics focus. "Dancing elephants. Is Indian capitalism becoming oligarchic?" Jan 27th 2011.)
- January 2021 (Revised February 2021)
- Case
TCS: From Physical Offices to Borderless Work
By: Prithwiraj Choudhury and Malini Sen
Tata Consultancy Services (TCS), a multinational IT services company headquartered in Mumbai, is a subsidiary of one of India’s most reputed conglomerates, the Tata Group. In 2020, TCS was valued at $144.7 billion, the highest for any company in the IT sector,... View Details
Keywords: Remote Work; Organizational Structure; Change Management; Transformation; Decision Choices and Conditions; Customer Satisfaction; Information Technology Industry; India; Asia; United States; Europe
Choudhury, Prithwiraj, and Malini Sen. "TCS: From Physical Offices to Borderless Work." Harvard Business School Case 621-081, January 2021. (Revised February 2021.)
- 16 Jun 2009
- First Look
First Look: June 16
economic theory of GAAP under the assumption that GAAP's objective is to facilitate efficient capital allocation within an economy. The theory predicts that GAAP, as shaped by the economic forces of demand for and supply of financial View Details
Keywords: Martha Lagace
- January 2014 (Revised August 2020)
- Case
Building a Social Media Culture at Dell
By: Rohit Deshpandé and Michael Norris
As Michael Dell refocused his newly-private company on services and solutions, the entire corporation was pushed to embrace social media. View Details
Keywords: Information Technology; Marketing Strategy; Social Media; Technology Industry; United States
Deshpandé, Rohit, and Michael Norris. "Building a Social Media Culture at Dell." Harvard Business School Case 514-096, January 2014. (Revised August 2020.)
- 12 Feb 2008
- Working Paper Summaries
The Small World of Investing: Board Connections and Mutual Fund Returns
- 2016
- Working Paper
Refugee Resettlement
By: David Delacretaz, Scott Duke Kominers and Alexander Teytelboym
Over 100,000 refugees are permanently resettled from refugee camps to hosting
countries every year. Nevertheless, refugee resettlement processes in most countries
are ad hoc, accounting for neither the priorities of hosting communities nor the preferences of refugees... View Details
Delacretaz, David, Scott Duke Kominers, and Alexander Teytelboym. "Refugee Resettlement." Working Paper, November 2016.
- July 1989 (Revised October 1992)
- Case
Air Products and Chemicals, Inc.: MIS Reorganization (A)
As a part of the Management Information Services (MIS) Division's evolution, it was planned to distribute all systems development and applications (SD&S) activities and resources (assets and personnel) from the central MIS Division to the operating areas by October... View Details
Balaguer, Nancy S. "Air Products and Chemicals, Inc.: MIS Reorganization (A)." Harvard Business School Case 190-015, July 1989. (Revised October 1992.)
- June 2002 (Revised July 2002)
- Case
NTT DoCoMo: Marketing i-mode
By: Youngme E. Moon
i-mode is a wireless Internet service offered in Japan by NTT DoCoMo. In just three years, the service has won over 30 million subscribers and achieved a 60% share of Japan's mobile Internet market, making it the most successful mobile data service in the world. It is... View Details
Keywords: Price; Marketing; Marketing Channels; Market Entry and Exit; Market Participation; Success; Competition; Internet and the Web; Technology Adoption; Mobile and Wireless Technology; Telecommunications Industry; Japan
Moon, Youngme E. "NTT DoCoMo: Marketing i-mode." Harvard Business School Case 502-031, June 2002. (Revised July 2002.)
- March 2000
- Supplement
Charles Schwab Corporation, The: A Presentation by David Pottruck Co-CEO
By: F. Warren McFarlan and Melissa Dailey
David Pottruck, Co-CEO of Charles Schwab Corp., discusses the company's information technology and competitive strategy with an Executive Education (Program for Management Development) class at Harvard Business School, October 22, 1999. View Details
McFarlan, F. Warren, and Melissa Dailey. "Charles Schwab Corporation, The: A Presentation by David Pottruck Co-CEO." Harvard Business School Video Supplement 300-507, March 2000.
- Research Summary
India Transformed? Insights from the Firm Level 1988-2005 (with Anusha Chari)
By: Laura Alfaro
Using firm-level data this paper analyzes, the transformation of India’s economic structure following the implementation of economic reforms. The focus of the study is on publicly-listed and unlisted firms from across a wide spectrum of manufacturing and services... View Details