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- All HBS Web (1,033)
- Faculty Publications (317)
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- August 2018 (Revised September 2018)
- Supplement
Predicting Purchasing Behavior at PriceMart (B)
By: Srikant M. Datar and Caitlin N. Bowler
Supplements the (A) case. In this case, Wehunt and Morse are concerned about the logistic regression model overfitting to the training data, so they explore two methods for reducing the sensitivity of the model to the data by regularizing the coefficients of the... View Details
Keywords: Data Science; Analytics and Data Science; Analysis; Customers; Household; Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (B)." Harvard Business School Supplement 119-026, August 2018. (Revised September 2018.)
- May 2016 (Revised March 2020)
- Teaching Note
Cyberdyne: A Leap to the Future
By: Doug J. Chung and Mayuka Yamazaki
Cyberdyne Inc. was a Japanese technology venture founded in 2004 by scientist Yoshiyuki Sankai to commercialize a hybrid assistive limb (HAL). HAL was a robotic exoskeleton system for people who had difficulty walking due to nervous system disabilities resulting from... View Details
- January 2001
- Case
Valuing Project Achieve
By: Mihir A. Desai and Kathleen Luchs
Project Achieve is a start-up providing information management solutions for schools. Its founders see a need for software both to manage the volumes of information necessary to administer a school and to connect parents, teachers, and students in a more effective way.... View Details
Keywords: Business Startups; Valuation; Venture Capital; Cost of Capital; Cash Flow; Forecasting and Prediction
Desai, Mihir A., and Kathleen Luchs. "Valuing Project Achieve." Harvard Business School Case 201-080, January 2001.
- September 2002 (Revised January 2003)
- Case
A-Rod: Signing the Best Player in Baseball
This case analyzes a large investment decision considered by the Texas Rangers in 2000: whether to spend $252 million for the services of shortstop Alex Rodriguez. The signing was probably the most controversial sports contract of the past decade. View Details
Cohen, Randolph B., and Jason Wallace. "A-Rod: Signing the Best Player in Baseball." Harvard Business School Case 203-047, September 2002. (Revised January 2003.)
- October 1, 2021
- Article
An Evaluation of Cross-efficiency Methods: With an Application to Warehouse Performance.
By: B.M. Balk, M.R. De Koster, Christian Kaps and J.L. Zofio
Cross-efficiency measurement is an extension of Data Envelopment Analysis that allows for tie-breaking ranking of the Decision Making Units (DMUs) using all the peer evaluations. In this article we examine the theory of cross-efficiency measurement by comparing a... View Details
Keywords: Efficiency Analysis; Performance Benchmarking; Warehousing; Analytics and Data Science; Performance Evaluation; Measurement and Metrics; Mathematical Methods
Balk, B.M., M.R. De Koster, Christian Kaps, and J.L. Zofio. "An Evaluation of Cross-efficiency Methods: With an Application to Warehouse Performance." Art. 126261. Applied Mathematics and Computation 406 (October 1, 2021).
- March 2008
- Case
Cambrian House
By: Peter A. Coles, Karim R. Lakhani and Andrew P. McAfee
Cambrian House builds internet-based products and services by relying entirely on its user community for all aspects of its innovation and new product development process. Users suggest ideas for new products and services and also participate in a monthly voting... View Details
Keywords: Decision Choices and Conditions; Voting; Technological Innovation; Knowledge Management; Marketing Strategy; Open Source Distribution; Product Development; Strategic Planning; Business and Community Relations; Internet
Coles, Peter A., Karim R. Lakhani, and Andrew P. McAfee. "Cambrian House." Harvard Business School Case 608-016, March 2008.
- 2007
- Working Paper
Recognizing the New: A Multi-Agent Model of Analogy in Strategic Decision-Making
By: Giovanni Gavetti and Massimo Warglien
In novel environments, strategic decision-making is often premised on analogy, and recognition lies at its heart. Recognition refers to a class of cognitive processes through which a problem is interpreted associatively in terms of something that has been experienced... View Details
Keywords: Interpersonal Communication; Decision Choices and Conditions; Mathematical Methods; Cognition and Thinking; Power and Influence
Gavetti, Giovanni, and Massimo Warglien. "Recognizing the New: A Multi-Agent Model of Analogy in Strategic Decision-Making." Harvard Business School Working Paper, No. 08-028, October 2007.
- September 2020
- Case
Disrupting Justice at RightNow: Rich or King
By: Shikhar Ghosh and Amir Reza Rezvani
The case examines issues such as cascading problems within the organization, changing founder roles, founder success criteria, as well as company exit consideration. In 2017, Dr. Torben Antretter, a former competitive tennis player and academic researcher, founded... View Details
Keywords: Exit; Startup; Financing; Founders; Entrepreneurship; Law; Venture Capital; Success; Financing and Loans; Business Growth and Maturation; Strategy; Legal Services Industry; Germany
Ghosh, Shikhar, and Amir Reza Rezvani. "Disrupting Justice at RightNow: Rich or King." Harvard Business School Case 821-028, September 2020.
- April 2025 (Revised June 2025)
- Case
Governing Sustainability in a Shifting Context (A)
By: Lynn S. Paine and Will Hurwitz
In early 2025, boards of directors had to rethink corporate responsibility and sustainability efforts amid rapidly-shifting social, legal, regulatory, and economic forces. While just a few years earlier, calls to address racial justice and climate change reached into... View Details
Keywords: Climate Change; Corporate Governance; Diversity; Leadership; Business or Company Management; Mission and Purpose; Social Media; Race; Environmental Sustainability; Governing Rules, Regulations, and Reforms; Governing and Advisory Boards; Lawfulness; Lawsuits and Litigation; Measurement and Metrics; Corporate Social Responsibility and Impact; Business and Shareholder Relations; Social Issues; Retail Industry; Food and Beverage Industry; Banking Industry; United States
Paine, Lynn S., and Will Hurwitz. "Governing Sustainability in a Shifting Context (A)." Harvard Business School Case 325-121, April 2025. (Revised June 2025.)
- December 2021
- Case
Burning Glass Technologies: From Data to Product
By: Suraj Srinivasan and Amy Klopfenstein
In May 2021, Matt Sigelman, CEO of Burning Glass Technologies, a company that provided labor market analytics for a variety of markets, navigates his company’s transition from data company to product company. Burning Glass originated as a service that used artificial... View Details
Keywords: Information Technology; Applications and Software; Digital Platforms; Internet and the Web; Strategy; Expansion; Business Strategy; Labor; Employment; Human Capital; Jobs and Positions; Job Design and Levels; Job Search; Human Resources; Selection and Staffing; Recruitment; Employees; Retention; Competency and Skills; Experience and Expertise; Talent and Talent Management; Analytics and Data Science; Business Model; Technology Industry; North and Central America; United States
Srinivasan, Suraj, and Amy Klopfenstein. "Burning Glass Technologies: From Data to Product." Harvard Business School Case 122-015, December 2021.
- 11 Apr 2017
- First Look
First Look at New Research, April 11
calculations—are powerful. Even though algorithms often outperform human judgment, people resist allowing a numerical formula to make decisions for them (Dawes, 1979). Nevertheless, people increasingly depend on algorithms to inform their... View Details
- December 1992 (Revised November 1994)
- Case
Becton Dickinson Division: Marketing Organization
By: Frank V. Cespedes
The marketing director for the largest division of a health care products company is reviewing the structure and staffing of the division's marketing organization. The division has authorization to hire an additional marketing manager. Hence, the immediate case... View Details
Keywords: Business Conglomerates; Health Care and Treatment; Human Resources; Recruitment; Selection and Staffing; Managerial Roles; Product Marketing; Measurement and Metrics; Organizational Structure; Strategy; Consumer Products Industry; Health Industry
Cespedes, Frank V. "Becton Dickinson Division: Marketing Organization." Harvard Business School Case 593-070, December 1992. (Revised November 1994.)
- June 2022
- Article
Conservatism Gets Funded? A Field Experiment on the Role of Negative Information in Novel Project Evaluation
By: Jacqueline N. Lane, Misha Teplitskiy, Gary Gray, Hardeep Ranu, Michael Menietti, Eva C. Guinan and Karim R. Lakhani
The evaluation and selection of novel projects lies at the heart of scientific and technological innovation, and yet there are persistent concerns about bias, such as conservatism. This paper investigates the role that the format of evaluation, specifically information... View Details
Keywords: Project Evaluation; Innovation; Knowledge Frontier; Information Sharing; Negativity Bias; Projects; Innovation and Invention; Information; Knowledge Sharing
Lane, Jacqueline N., Misha Teplitskiy, Gary Gray, Hardeep Ranu, Michael Menietti, Eva C. Guinan, and Karim R. Lakhani. "Conservatism Gets Funded? A Field Experiment on the Role of Negative Information in Novel Project Evaluation." Management Science 68, no. 6 (June 2022): 4478–4495.
- October 2000
- Case
Tree Values
By: Richard S. Ruback and Kathleen Luchs
Describes two alternative tree cutting strategies. The first is to cut all trees that are at least 12 inches in diameter at breast height. The second is to thin the forest by cutting less desirable trees immediately and harvesting the crop trees later. The case... View Details
Keywords: Strategy; Decision Making; Cash Flow; Decision Choices and Conditions; Management Practices and Processes; Value Creation; Forestry Industry
Ruback, Richard S., and Kathleen Luchs. "Tree Values." Harvard Business School Case 201-031, October 2000.
- March 2018 (Revised March 2019)
- Case
Gender and Free Speech at Google (A)
By: Nien-hê Hsieh, Martha J. Crawford and Sarah Mehta
In August 2017, Google fired James Damore, a 28-year-old software engineer who had been employed by the company since 2013. The move came after Damore penned an internal company memo titled “Google’s Ideological Echo Chamber,” which posited that innate biological... View Details
Keywords: Free Speech; Representation; Diversity; Gender; Race; Human Resources; Employees; Employee Relationship Management; Recruitment; Selection and Staffing; Labor; Employment; Lawsuits and Litigation; Organizational Culture; Technology Industry; United States; California
Hsieh, Nien-hê, Martha J. Crawford, and Sarah Mehta. "Gender and Free Speech at Google (A)." Harvard Business School Case 318-085, March 2018. (Revised March 2019.)
- March 1992 (Revised October 1994)
- Case
AT&T Consumer Products
Describes the factors AT&T Consumer Products managers considered in deciding whether to locate a new plant for telephone answering machines in the United States, Asia, or Mexico. Describes in depth the restructuring of AT&T during the 1980s, the competition facing its... View Details
Keywords: Restructuring; Competitive Strategy; Trade; Management; Operations; Crime and Corruption; Executive Compensation; Selection and Staffing; Demand and Consumers; Asia; Mexico
Badaracco, Joseph L., Jr. "AT&T Consumer Products." Harvard Business School Case 392-108, March 1992. (Revised October 1994.)
- April 2008 (Revised May 2012)
- Case
Ti-Tech (A)
By: Benson P. Shapiro, John T. Gourville and Craig E. Cline
This case concerns the selection and scheduling of orders by a small industrial titanium fabricator that recently has been plagued by poor deliveries and a lack of capacity. At the time of the case, Ti-Tech must decide which of four orders to accept, with capacity... View Details
Keywords: Decision Choices and Conditions; Metals and Minerals; Order Taking and Fulfillment; Supply Chain Management; Performance Capacity; Industrial Products Industry; Manufacturing Industry
Shapiro, Benson P., John T. Gourville, and Craig E. Cline. "Ti-Tech (A)." Harvard Business School Case 508-095, April 2008. (Revised May 2012.)
- November 2019
- Article
When and Why Defaults Influence Decisions: A Meta-analysis of Default Effects
By: Jon M. Jachimowicz, Shannon Duncan, Elke U. Weber and Eric J. Johnson
When people make decisions with a pre-selected choice option—a “default”—they are more likely to select that option. Because defaults are easy to implement, they constitute one of the most widely employed tools in the choice architecture toolbox. However, to decide... View Details
Jachimowicz, Jon M., Shannon Duncan, Elke U. Weber, and Eric J. Johnson. "When and Why Defaults Influence Decisions: A Meta-analysis of Default Effects." Behavioural Public Policy 3, no. 2 (November 2019): 159–186.
- 27 Jan 2003
- Research & Ideas
New Cluster Mapping Project Helps Companies Locate Facilities
influenced not just by the decisions it makes and the assets inside the company, but also by the surrounding business environment in the locations at which the company operates. The business environment shapes the skills, knowledge, and... View Details
Keywords: by Sean Silverthorne
- October 2021
- Case
Yildiz Holding's Corporate Strategy: Managing Diversification for Growth
By: Juan Alcácer and Esel Çekin
The case opens in May 2018 with Nurtaç Ziyal Afridi, chief strategy and growth officer of Yıldız Holding, a Turkish conglomerate, reflecting on the group’s diversification journey. In ten years, the group had achieved a remarkable growth through diversification: seven... View Details
Keywords: Strategy; Diversification; Growth Management; Mergers and Acquisitions; Global Strategy; Restructuring; Food and Beverage Industry; North America; United Kingdom; Turkey; Asia
Alcácer, Juan, and Esel Çekin. "Yildiz Holding's Corporate Strategy: Managing Diversification for Growth." Harvard Business School Case 722-366, October 2021.