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Show Results For
- All HBS Web
(7,866)
- News (2,239)
- Research (4,974)
- Events (40)
- Multimedia (237)
- Faculty Publications (4,098)
- October 31, 2022
- Article
Achieving Individual—and Organizational—Value with AI
By: Sam Ransbotham, David Kiron, François Candelon, Shervin Khodabandeh and Michael Chu
New research shows that employees derive individual value from AI when using the technology improves their sense of competency, autonomy, and relatedness. Likewise, organizations are far more likely to obtain value from AI when their workers do. This report offers key... View Details
Ransbotham, Sam, David Kiron, François Candelon, Shervin Khodabandeh, and Michael Chu. "Achieving Individual—and Organizational—Value with AI." MIT Sloan Management Review, Big Ideas Artificial Intelligence and Business Strategy Initiative (website) (October 31, 2022). (Findings from the 2022 Artificial Intelligence and Business Strategy Global Executive Study and Research Project.)
- April 2022
- Article
Consumers Value Effort over Ease When Caring for Close Others
By: Ximena Garcia-Rada, Mary Steffel, Elanor F. Williams and Michael I. Norton
Many products and services are designed to make caregiving easier, from premade meals for feeding families to robo-cribs that automatically rock babies to sleep. Yet, using these products may come with a cost: consumers may feel they have not exerted enough effort.... View Details
Keywords: Effor; Caregiving; Close Relationships; Symbolic Meaning; Signaling; Relationships; Consumer Behavior; Perception
Garcia-Rada, Ximena, Mary Steffel, Elanor F. Williams, and Michael I. Norton. "Consumers Value Effort over Ease When Caring for Close Others." Journal of Consumer Research 48, no. 6 (April 2022): 970–990.
- May 2012
- Article
Do Social Deal Sites Really Work?
By: Marco Bertini, Luc Wathieu, Betsy Page Sigman and Michael I. Norton
Bertini, Marco, Luc Wathieu, Betsy Page Sigman, and Michael I. Norton. "Do Social Deal Sites Really Work?" Harvard Business Review 90, no. 5 (May 2012): 139–141.
- 2025
- Working Paper
A Preference for Revision Absent Improvement
By: Ximena Garcia-Rada, Leslie K. John, Ed O’Brien and Michael I. Norton
People regularly encounter revised stimuli (e.g., revised versions of products, new editions of
books, tweaked recipes, and technological updates). In principle, a world of constant revision
should benefit people by affording them the most up-to-date offerings. In... View Details
Keywords: Product Change; Versioning; Expectancy Effects; Heuristics; Intuitive Processing; Product Marketing; Change; Perception; Consumer Behavior
Garcia-Rada, Ximena, Leslie K. John, Ed O’Brien, and Michael I. Norton. "A Preference for Revision Absent Improvement." Harvard Business School Working Paper, No. 19-087, February 2019. (Revised April 2025.)
- February 2018 (Revised April 2018)
- Case
Yunnan Baiyao: Transforming a Chinese State-Owned Enterprise
By: Michael Chu, William C. Kirby, Nancy Hua Dai and Yuanzhuo Wang
This case tells the story of how Wang Minghui, Chairman of Yunnan Baiyao Group since 1999, transformed a single-product traditional Chinese medicine (TCM) state-owned enterprise (SOE) into a major diversified consumer health player in China's highly competitive... View Details
Keywords: State-owned Enterprise (SOE); Traditional Chinese Medicine; Yunnan; Yunnan Baiyao; Consumer Health; Enterprise Transformation; Transformation; Health; Business History; State Ownership; Private Ownership; Business Strategy; Commercialization; Competition; Consumer Products Industry; Health Industry; Pharmaceutical Industry; China
Chu, Michael, William C. Kirby, Nancy Hua Dai, and Yuanzhuo Wang. "Yunnan Baiyao: Transforming a Chinese State-Owned Enterprise." Harvard Business School Case 318-078, February 2018. (Revised April 2018.)
- 2016
- Book
Strategy Beyond Markets
By: John de Figueiredo, Michael Lenox, Felix Oberholzer-Gee and Rick Vanden Bergh
Strategy beyond markets has been an active area of research inquiry since the early 1990s. Since its inception, the scholarship emanating from this research stream has grown substantially in quantity, quality, and breadth. Likewise, firms across the world have... View Details
Keywords: Strategy
Figueiredo, John de, Michael Lenox, Felix Oberholzer-Gee and Rick Vanden Bergh, eds. Strategy Beyond Markets. Vol. 34, Advances in Strategic Management. Emerald Group Publishing, 2016.
- December 2012
- Case
Ocean Mist Farms
By: David E. Bell, Jose B. Alvarez, Mary Shelman and Michael Norris
In late 2012, Kori Tuggle, director of marketing and business development at Ocean Mist Farms, a California produce company, examines her social media-based marketing program and her attempts to create a brand for a bulk commodity. View Details
Bell, David E., Jose B. Alvarez, Mary Shelman, and Michael Norris. "Ocean Mist Farms." Harvard Business School Case 513-027, December 2012.
- March 2012 (Revised April 2013)
- Case
Schön Klinik: Eating Disorder Care
By: Michael E. Porter, Emma Stanton, Jessica A. Hohman and Caleb Stowell
The Schön Klinik is a private, for-profit German hospital group trying to establish itself as a premium health care provider in a competitive German market. The case details Schön Klinik's founding, its early focus on measurement and improvement, and the design and... View Details
Keywords: Health Care Quality; Outcomes; Quality Improvement; Strategy And Performance Measurement; Integration; Measurement and Metrics; Competition; Health Disorders; Health Care and Treatment; Outcome or Result; Performance Evaluation; Business Processes; Health Industry; Germany
Porter, Michael E., Emma Stanton, Jessica A. Hohman, and Caleb Stowell. "Schön Klinik: Eating Disorder Care." Harvard Business School Case 712-475, March 2012. (Revised April 2013.)
- 2009
- Case
Course Materials for: Being a Leader and the Effective Exercise of Leadership--An Ontological Model
By: Werner Erhard, Michael C. Jensen, Steve Zaffron and Kari L. Granger
Erhard, Werner, Michael C. Jensen, Steve Zaffron, and Kari L. Granger. "Course Materials for: Being a Leader and the Effective Exercise of Leadership--An Ontological Model." 2009. Electronic.
- March 2009 (Revised September 2010)
- Case
Dartmouth-Hitchcock Medical Center: Spine Care
By: Robert S. Huckman, Michael E. Porter, Rachel Gordon and Natalie Kindred
Describes the Spine Center at Dartmouth-Hitchcock Medical Center, a multidisciplinary unit that offers patients suffering from spinal problems "one-stop" access to a range of providers including orthopedic surgeons, neurosurgeons, neurologists, medical specialists in... View Details
Keywords: Health Care and Treatment; Medical Specialties; Service Delivery; Service Operations; Integration; Value Creation; Health Industry; United States
Huckman, Robert S., Michael E. Porter, Rachel Gordon, and Natalie Kindred. "Dartmouth-Hitchcock Medical Center: Spine Care." Harvard Business School Case 609-016, March 2009. (Revised September 2010.)
- Article
Dynamic Capabilities at IBM: Driving Strategy into Action
By: J. Bruce Harreld, Charles A. O’Reilly III and Michael L. Tushman
Keywords: Strategy; Technology; Manufacturing Industry; Consumer Products Industry; Computer Industry
Harreld, J. Bruce, Charles A. OReilly III, and Michael L. Tushman. "Dynamic Capabilities at IBM: Driving Strategy into Action." California Management Review 49, no. 4 (Summer 2007).
- 04 May 2023
- News
How Generative AI Changes Productivity
- 10 Jun 2022
- News
Competing in the Age of AI
- 01 Jun 2015
- News
Alumni and Faculty Books for June 2015
1973) (CreateSpace Independent Publishing Platform) The Self-Made Billionaire Effect: How Extreme Producers Create Massive Value by John Sviokla (MBA 1983) and Mitch Cohen (Portfolio) Looking at self-made billionaires like Steve Jobs and View Details
- 1978
- Chapter
Conflict Between the Political and Private Sectors
By: Michael Jensen and William H. Meckling
- 1999
- Chapter
Interest Rate Rules in an Estimated Sticky Price Model
By: Julio J. Rotemberg and Michael Woodford
Rotemberg, Julio J., and Michael Woodford. "Interest Rate Rules in an Estimated Sticky Price Model." In Monetary Policy Rules, edited by John B. Taylor. Chicago: University of Chicago Press, 1999.
- 2024
- Working Paper
Learning to Cover: Online Learning and Optimization with Irreversible Decisions
By: Alexander Jacquillat and Michael Lingzhi Li
Keywords: Buildings and Facilities; AI and Machine Learning; Geographic Location; Strategic Planning
Jacquillat, Alexander, and Michael Lingzhi Li. "Learning to Cover: Online Learning and Optimization with Irreversible Decisions." Working Paper, June 2024.
- 2024
- Article
Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules
By: Michael Lingzhi Li and Kosuke Imai
A century ago, Neyman showed how to evaluate the efficacy of treatment using a randomized experiment under a minimal set of assumptions. This classical repeated sampling framework serves as a basis of routine experimental analyses conducted by today’s scientists across... View Details
Li, Michael Lingzhi, and Kosuke Imai. "Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules." Journal of Causal Inference 12, no. 1 (2024).
- 2025
- Article
Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments
By: Kosuke Imai and Michael Lingzhi Li
Researchers are increasingly turning to machine learning (ML) algorithms to investigate causal heterogeneity in randomized experiments. Despite their promise, ML algorithms may fail to accurately ascertain heterogeneous treatment effects under practical settings with... View Details
Imai, Kosuke, and Michael Lingzhi Li. "Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments." Journal of Business & Economic Statistics 43, no. 1 (2025): 256–268.
- 2020
- Article
Fast Exact Matrix Completion: A Unified Optimization Framework for Matrix Completion
By: Dimitris Bertsimas and Michael Lingzhi Li
We formulate the problem of matrix completion with and without side information as a non-convex optimization problem. We design fastImpute based on non-convex gradient descent and show it converges to a global minimum that is guaranteed to recover closely the... View Details
Keywords: Mathematical Methods
Bertsimas, Dimitris, and Michael Lingzhi Li. "Fast Exact Matrix Completion: A Unified Optimization Framework for Matrix Completion." Journal of Machine Learning Research 21, no. 1 (2020).