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Show Results For
- All HBS Web
(3,280)
- People (14)
- News (919)
- Research (1,574)
- Events (18)
- Multimedia (47)
- Faculty Publications (959)
- 2022
- Article
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis.
By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju
As machine learning (ML) models become more widely deployed in high-stakes applications, counterfactual explanations have emerged as key tools for providing actionable model explanations in practice. Despite the growing popularity of counterfactual explanations, a... View Details
Keywords: Machine Learning Models; Counterfactual Explanations; Adversarial Examples; Mathematical Methods
Pawelczyk, Martin, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay, and Himabindu Lakkaraju. "Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 25th (2022).
- January 2022 (Revised March 2022)
- Module Note
Analysis of Financial and Non-Financial Information for Forecasting Performance
This note describes the main themes and cases of a teaching module on the analysis of information from, and outside of, financial statements for forecasting firms’ future financial performance. The module’s pedagogical goal is to deepen students’ understanding of the... View Details
Wang, Charles C.Y. "Analysis of Financial and Non-Financial Information for Forecasting Performance." Harvard Business School Module Note 122-071, January 2022. (Revised March 2022.)
- September 17, 2021
- Article
AI Can Help Address Inequity—If Companies Earn Users' Trust
By: Shunyuan Zhang, Kannan Srinivasan, Param Singh and Nitin Mehta
While companies may spend a lot of time testing models before launch, many spend too little time considering how they will work in the wild. In particular, they fail to fully consider how rates of adoption can warp developers’ intent. For instance, Airbnb launched a... View Details
Keywords: Artificial Intelligence; Algorithmic Bias; Technological Innovation; Perception; Diversity; Equality and Inequality; Trust; AI and Machine Learning
Zhang, Shunyuan, Kannan Srinivasan, Param Singh, and Nitin Mehta. "AI Can Help Address Inequity—If Companies Earn Users' Trust." Harvard Business Review Digital Articles (September 17, 2021).
- August 1995 (Revised September 1995)
- Background Note
Designing and Managing the Information Age IT Architecture
The co-evolution of technology, work, and the workforce over the past 30 years has dramatically influenced our concept of organizations and the industries within which they compete. No longer simply a tool to support "back-office" transactions, IT has become a... View Details
Applegate, Lynda M. "Designing and Managing the Information Age IT Architecture." Harvard Business School Background Note 196-005, August 1995. (Revised September 1995.)
- July – August 2011
- Article
Evolve (Again)
Frenzy over social networks and interactive media can produce equally overhyped predictions that everything will change, not to mention money-losing investments in silly ventures. Separating enduring strategic lessons from the hype can help avoid a new crash. Hint: the... View Details
Keywords: Business Startups; Venture Capital; Investment; Technological Innovation; Organizational Change and Adaptation; Partners and Partnerships
Kanter, Rosabeth M. "Evolve (Again)." Harvard Business Review 89, nos. 7-8 (July–August 2011): 36.
- July 2004 (Revised July 2005)
- Case
Linux in 2004
By: Pankaj Ghemawat, Brian Subirana and Christina Pham
A new technology platform conceived in the early 1990s, Linux developed into a force to be reckoned with in the operating system marketplace. At first, Linux was dismissed as a renegade option used only by tech geeks. By 2004, however, Linux had exploded into the... View Details
Keywords: Competition; Open Source Distribution; Information Technology; Applications and Software; Digital Platforms; Information Technology Industry
Ghemawat, Pankaj, Brian Subirana, and Christina Pham. "Linux in 2004." Harvard Business School Case 705-407, July 2004. (Revised July 2005.)
- 18 Nov 2018
- News
Exciting rule-breakers rarely rise through the ranks
- 09 May 2024
- Research & Ideas
Called Back to the Office? How You Benefit from Ideas You Didn't Know You Were Missing
Pandemic Changed the Way We Collaborate Feedback or ideas to share? Email the Working Knowledge team at hbswk@hbs.edu. Image: Illustration created by HBSWK using images generated by Midjourney, an artificial intelligence tool and with an... View Details
Keywords: by Ben Rand
- August 2018
- Teaching Note
IguanaFix
By: Frank V. Cespedes and Thomas Eisenmann
Teaching Note for HBS No. 817-056. IguanaFix, based in Argentina, is a platform business that connects consumers with home improvement contractors. The founders are evaluating growth options and an investment offer. The case focuses on scaling issues for a venture... View Details
- December 2017 (Revised December 2018)
- Course Overview Note
The Entrepreneurial Manager: Course Overview, 2019 Spring Term
By: Paul Gompers
This note serves as an overview of the Entrepreneurial Management Unit’s required curriculum course, "The Entrepreneurial Manager (TEM)." General management has been a core educational organizing framework at the Harvard Business School (HBS) since its inception. Today... View Details
Gompers, Paul. "The Entrepreneurial Manager: Course Overview, 2019 Spring Term." Harvard Business School Course Overview Note 818-080, December 2017. (Revised December 2018.)
- December 2016
- Course Overview Note
The Entrepreneurial Manager: Course Overview, 2017 Winter Term
By: Paul Gompers
This note serves as an overview of the Entrepreneurial Management Unit’s required curriculum course, "The Entrepreneurial Manager (TEM)." General management has been a core educational organizing framework at the Harvard Business School (HBS) since its inception. Today... View Details
Gompers, Paul. "The Entrepreneurial Manager: Course Overview, 2017 Winter Term." Harvard Business School Course Overview Note 817-079, December 2016.
- 2015
- Chapter
What Is Regional Strategy? Lessons from Business Strategy
By: Christian H.M. Ketels
Regional policy, especially in Europe, makes increasing reference to the notion of strategy, a conceptual tool developed in the area of business studies. This chapter reviews some key aspects of strategy as defined by the so-called "positioning school" and discusses... View Details
Keywords: Competitiveness; Regional Policy; Strategic Planning; Globalized Economies and Regions; Competition; Policy
Ketels, Christian H.M. "What Is Regional Strategy? Lessons from Business Strategy." Chap. 3 in Strategies for Shaping Territorial Competitiveness, edited by Jesus M. Valdaliso and James R. Wilson, 37–54. New York, NY: Routledge, 2015.
- 21 May 2007
- Research & Ideas
Fixing the Marketing-CEO Disconnect
strategy supports this goal. It is rare to find a firm that provides its board with a scorecard that allows this. Q: From a 30,000-foot view, how do the Measuring Market Performance CD and tools help? Once users complete the tutorial,... View Details
Keywords: by Sean Silverthorne
- Web
Accounting & Management - Faculty & Research
to address healthcare inequities in the U.S., disparities across race, gender, geography, and income remain stubbornly persistent. This article introduces the Strategic Fingerprint Framework for Health Equity, a practical, principle-based View Details
- Research Summary
Crises and Capital Requirements in Banking
previously entitled: The Role of Capital Adequacy Requirements in Sound Banking Systems
Joint work with Alan Morrison, Saïd Business School, Oxford.
We analyse a... View Details
- January 2025
- Case
Summer Health: Raising an AI-First Company?
By: Jeffrey J. Bussgang, Sarah Mehta and Maxim Pike Harrell
In October 2023, Summer Health CEO Ellen DaSilva arrived at a defining juncture for her pediatric telehealth startup. Founded in 2021, Summer Health offered parents rapid access to licensed pediatricians via text message. DaSilva, an experienced telehealth executive,... View Details
Keywords: AI and Machine Learning; Technology Adoption; Entrepreneurship; Leadership; Business Startups; Health Care and Treatment; Business Strategy; Product Development; Health Industry; Telecommunications Industry; United States
Bussgang, Jeffrey J., Sarah Mehta, and Maxim Pike Harrell. "Summer Health: Raising an AI-First Company?" Harvard Business School Case 825-083, January 2025.
- 2024
- Working Paper
Priceless: How to Create, Trade, and Protect What Matters Most
By: Debora L. Spar
This article explores the concept of the "sacred economy," a realm of human interactions and exchanges that transcends traditional market dynamics. It illustrates the emotional and relational aspects of human connections that cannot be quantified or traded like... View Details
Spar, Debora L. "Priceless: How to Create, Trade, and Protect What Matters Most." Harvard Business School Working Paper, No. 25-028, November 2024.
- November 2023
- Case
Will Fintechs and Central Banks Play in Emtech's Sandbox?
By: Daniel Isenberg and William R. Kerr
In February 2023, Emtech’s founder Carmelle Cadet is facing a dilemma. Rapidly running out of cash, Cadet has a term sheet from a leading VC but has a choice of how to structure the investment. The decision will have significant implications for Cadet’s own stake, as... View Details
Keywords: Cryptocurrency; Business Startups; Venture Capital; Cash Flow; Currency; Governing Rules, Regulations, and Reforms; Digital Platforms
Isenberg, Daniel, and William R. Kerr. "Will Fintechs and Central Banks Play in Emtech's Sandbox?" Harvard Business School Case 824-096, November 2023.
- Article
Policies to Influence Perceptions about COVID-19 Risk: The Case of Maps
By: Claudia Engel, Jonathan Rodden and Marco Tabellini
Choropleth disease maps have become an important tool for informing the public about the risks posed by COVID-19. In a survey conducted in the U.S. state of Georgia in June 2020, we randomly assigned respondents to view either of two maps. The first one reported... View Details
Engel, Claudia, Jonathan Rodden, and Marco Tabellini. "Policies to Influence Perceptions about COVID-19 Risk: The Case of Maps." Science Advances 8, no. 11 (March 18, 2022).
- January 2008 (Revised August 2011)
- Case
ProntoWash: Washing the World's Cars to a Tango Beat
ProntoWash management considers whether franchising and the Balanced Scorecard could be combined to help customer-facing employees provide consistent service across the world and capture relevant management information. In 2007, ProntoWash, an international car-wash... View Details
Keywords: Customer Focus and Relationships; Growth and Development Strategy; Balanced Scorecard; Management Systems; Franchise Ownership; Performance Consistency; Argentina
Martinez Jerez, F. Asis, and Katherine M. Miller. "ProntoWash: Washing the World's Cars to a Tango Beat." Harvard Business School Case 108-037, January 2008. (Revised August 2011.)