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- All HBS Web
(1,276)
- News (115)
- Research (1,050)
- Events (3)
- Multimedia (6)
- Faculty Publications (801)
- Forthcoming
- Article
Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation
By: Maya Balakrishnan, Kris Ferreira and Jordan Tong
Even if algorithms make better predictions than humans on average, humans may sometimes have private information which an algorithm does not have access to that can improve performance. How can we help humans effectively use and adjust recommendations made by... View Details
Keywords: AI and Machine Learning; Analytics and Data Science; Forecasting and Prediction; Digital Marketing
Balakrishnan, Maya, Kris Ferreira, and Jordan Tong. "Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation." Management Science (forthcoming). (Pre-published online March 24, 2025.)
- May 2003
- Case
Liz Claiborne, Inc.
By: Rajiv Lal, Walter J. Salmon and Edie Prescott
Discusses the business portfolio emphasis of a large multibrand manufacturer and the future of department stores as well as how relationships between manufacturers and key customers can be improved. View Details
- February 1994 (Revised May 1995)
- Case
Metallgesellschaft AG
By: David F. Hawkins and Guy J. Weyns
Metallgesellschaft AG is a commodity and engineering conglomerate based in Frankfurt am Main, Germany. Metallgesellschaft Corp., a New York based subsidiary of the group, has made oil trading and hedging errors that could drive the group into insolvency. The impact of... View Details
Keywords: Accounting Audits; Business Conglomerates; Forecasting and Prediction; Trade; Non-Renewable Energy
Hawkins, David F., and Guy J. Weyns. "Metallgesellschaft AG." Harvard Business School Case 194-097, February 1994. (Revised May 1995.)
- Article
Valuation Waves and Merger Activity: The Empirical Evidence
By: Matthew Rhodes-Kropf, David Robinson and S. Viswanathan
To test recent theories suggesting that valuation errors affect merger activity, we develop a decomposition that breaks the market-to-book ratio (M/B) into three components: the firm-specific pricing deviation from short-run industry pricing; sector-wide, short-run... View Details
Rhodes-Kropf, Matthew, David Robinson, and S. Viswanathan. "Valuation Waves and Merger Activity: The Empirical Evidence." Journal of Financial Economics 77, no. 3 (September 2005): 561–603.
- January 2000 (Revised May 2007)
- Case
Dressen
By: Thomas R. Piper and Jeremy Cott
Divisional management must decide whether to support a leveraged buyout by a private equity group and, if so, what percent of ownership should go to the various partners involved. The appropriateness of the financing structure and the value of the equity depend on the... View Details
Keywords: Leveraged Buyouts; Capital Structure; Valuation; Ownership Stake; Forecasting and Prediction
Piper, Thomas R., and Jeremy Cott. "Dressen." Harvard Business School Case 200-041, January 2000. (Revised May 2007.)
- August 1993 (Revised April 1998)
- Case
Filene's Basement
By: David E. Bell and Dinny Starr
Filene's Basement is in the process of deciding where, and if, to locate two new stores in its new Chicago area of operations. The existing Chicago area stores have been performing well, however, management is concerned with over saturation of the market. At the time... View Details
Keywords: Forecasting and Prediction; Growth Management; Marketing Strategy; Market Entry and Exit; Business Processes
Bell, David E., and Dinny Starr. "Filene's Basement." Harvard Business School Case 594-018, August 1993. (Revised April 1998.)
- January 2025
- Case
North Forty: Managing Liquidity Through Change
By: Luis M. Viceira and Brad Towne
This case explores the interaction between spending and investment decisions at a family office, specifically the family office of Jeff and Tricia Raikes, with special emphasis on the management of spending, portfolio investments, and asset liquidity in the presence of... View Details
Keywords: Family Office; Forecasting and Prediction; Asset Management; Financial Liquidity; Financial Strategy; Investment Portfolio; Spending; Planning
Viceira, Luis M., and Brad Towne. "North Forty: Managing Liquidity Through Change." Harvard Business School Case 225-061, January 2025.
- February 2002 (Revised March 2003)
- Case
Casuarinas Educational Corporation
By: Michael J. Roberts, Howard H. Stevenson and Matthew C. Leib
Casuarinas has developed a very successful elementary, now secondary, school based on excellence in teaching, service, and multilingual education. Peru lacks similar high-quality post-secondary institutions. This case focuses on the potential entry of Casuarinas into... View Details
Keywords: Forecasting and Prediction; Higher Education; Entrepreneurship; Management; Market Entry and Exit; Planning; Competitive Strategy; Competitive Advantage; Education Industry; Peru
Roberts, Michael J., Howard H. Stevenson, and Matthew C. Leib. "Casuarinas Educational Corporation." Harvard Business School Case 802-083, February 2002. (Revised March 2003.)
- Web
Educating Leaders - Georges F. Doriot:Educating Leaders, Building Companies, Baker Library, Harvard Business School
20 years out. Doriot envisioned these reports as significant "contribution[s] to the future of American business." 21 Covering an extraordinary range of topics over the years, from plastics to fiber optics, the reports forecasted the... View Details
- July 2014
- Article
Accounting for Crises
By: Venky Nagar and Gwen Yu
We provide among the first empirical evidence consistent with recent macro global-game crisis models, which show that the precision of public signals can coordinate crises (e.g., Angeletos and Werning, 2006; Morris and Shin, 2002, 2003). In these models,... View Details
Keywords: Corporate Disclosure; Mathematical Methods; Game Theory; Financial Markets; Forecasting and Prediction; Accounting; Financial Crisis
Nagar, Venky, and Gwen Yu. "Accounting for Crises." American Economic Journal: Macroeconomics 6, no. 3 (July 2014): 184–213.
- November 2001 (Revised September 2002)
- Case
Four Products: Predicting Diffusion
One of the critical tasks in the marketing of new innovations is predicting demand and rates of diffusion for those products. Focuses on four innovative products from different domains. Although one can speculate on the scope and rate of diffusion for each of these... View Details
Keywords: Forecasting and Prediction; Innovation and Invention; Product Launch; Demand and Consumers; Technology Adoption
Gourville, John T. "Four Products: Predicting Diffusion." Harvard Business School Case 502-045, November 2001. (Revised September 2002.)
- 01 Mar 2012
- News
Social Investing Pioneers
rising to a maximum of 13.3 percent, but only if the reoffending rate is reduced by at least 7.5 percent. Even at the highest rate, the government is forecast to pay out only about a third of its cost savings. Fifteen months into the... View Details
- 18 Sep 2006
- Research & Ideas
When Words Get in the Way: The Failure of Fiscal Language
future in order to forecast what future generations are likely to pay. That's not easy, but it's imperative, Kotlikoff says. Otherwise, the answer one gets about policy will depend on the labels being used. Economic Voodoo If this paper... View Details
Keywords: by Julia Hanna
- 01 Dec 2016
- News
Case Study: Sweat the Technique
bulletin@hbs.edu From Baker Library: From step counting to remote patient monitoring, Rock Health reports on the emerging world of wearable biosensors. Curious to see where the broader consumer wearables market is headed? Check out growth View Details
Keywords: Dan Morrell
- March 2017 (Revised March 2022)
- Case
Flashion: Art vs. Science in Fashion Retailing
By: Kris Ferreira and Karim R. Lakhani
Kate Wilson, retail analytics manager at Flashion, a fashion flash-sale site, is tasked with developing analytics to optimize pricing for first-exposure products on the site. Many in the industry have relied on years of experience and intuition to determine pricing—can... View Details
Keywords: Analytics; Pricing; Data; Service Operations; Forecasting and Prediction; Internet and the Web; Technology Adoption; Mathematical Methods; Decision Making; E-commerce; Retail Industry; Fashion Industry; United States
Ferreira, Kris, and Karim R. Lakhani. "Flashion: Art vs. Science in Fashion Retailing." Harvard Business School Case 617-059, March 2017. (Revised March 2022.)
- December 2010
- Article
Altruistic Dynamic Pricing with Customer Regret
By: Julio J. Rotemberg
A model is considered where firms internalize the regret costs that consumers experience when they see an unexpected price change. Regret costs are assumed to be increasing in the size of price changes and this can explain why the size of price increases is less... View Details
Keywords: Cost; Price; Change; Inflation and Deflation; Cost Management; Customers; Practice; Announcements; Forecasting and Prediction
Rotemberg, Julio J. "Altruistic Dynamic Pricing with Customer Regret." Scandinavian Journal of Economics 112, no. 4 (December 2010).
- May 2007
- Article
Aspects of Endowment: A Query Theory of Value Construction
By: Eric Johnson, Gerald Häubl and Anat Keinan
How do people judge the monetary value of objects? One clue is provided by the typical endowment study (D. Kahneman, J. L. Knetsch, & R. H. Thaler, 1991), in which participants are randomly given either a good, such as a coffee mug, that they may later sell ("sellers")... View Details
Keywords: Profit; Forecasting and Prediction; Theory; Valuation; Loss; Ownership; Decision Choices and Conditions
Johnson, Eric, Gerald Häubl, and Anat Keinan. "Aspects of Endowment: A Query Theory of Value Construction." Journal of Experimental Psychology: Learning, Memory, and Cognition 33, no. 3 (May 2007): 461–474.
- March 2002 (Revised December 2002)
- Background Note
A Note on Corporate Venturing and New Business Creation
By: David A. Garvin
Presents an introduction and overview of corporate venturing. Describes the need for companies to create new businesses, the stages in the process, predictable problems and challenges, the strengths and weaknesses of alternative approaches such as internal venture... View Details
Keywords: Business Plan; Business Startups; Forecasting and Prediction; Venture Capital; Problems and Challenges
Garvin, David A. "A Note on Corporate Venturing and New Business Creation." Harvard Business School Background Note 302-091, March 2002. (Revised December 2002.)
- 07 Jul 2014
- Research & Ideas
Banning Big-box Stores Can Hurt Local Retailers
have been increasing their footprint of small urban stores. In February, Walmart announced plans to add 270 to 300 small stores during the fiscal year, adding to the existing stable of 346 Neighborhood Markets and 20 WalMart Express stores. The February announcement... View Details
- 19 May 2008
- Research & Ideas
Connecting School Ties and Stock Recommendations
placed on information acquisition and synthesis. Certain agents play key roles in revealing information into equity markets. A large part of an equity analyst's job is to research, produce, and then disclose reports forecasting aspects of... View Details