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  • All HBS Web  (7,597)
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  • August 2018 (Revised April 2019)
  • Supplement

Chateau Winery (B): Supervised Learning

By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on “Chateau Winery (A).” In this case, Bill Booth, marketing manager of a regional wine distributor, shifts to supervised learning techniques to try to predict which deals he should offer to customers based on the purchasing behavior of those... View Details
Keywords: Data Science; Clustering; Analytics and Data Science; Customers; Marketing; Analysis
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Datar, Srikant M., and Caitlin N. Bowler. "Chateau Winery (B): Supervised Learning." Harvard Business School Supplement 119-024, August 2018. (Revised April 2019.)
  • June 2020
  • Article

In Generous Offers I Trust: The Effect of First-offer Value on Economically Vulnerable Behaviors

By: M. Jeong, J. Minson and F. Gino
Negotiation scholarship espouses the importance of opening a bargaining situation with an aggressive offer, given the power of first offers to shape concessionary behavior and outcomes. In our research, we identify a surprising consequence to this common prescription.... View Details
Keywords: Attribution; Interpersonal Interaction; Judgment; Social Interaction; Inference; Open Data; Open Materials; Preregistered; Negotiation Offer; Strategy; Behavior; Interpersonal Communication; Trust; Outcome or Result
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Jeong, M., J. Minson, and F. Gino. "In Generous Offers I Trust: The Effect of First-offer Value on Economically Vulnerable Behaviors." Psychological Science 31, no. 6 (June 2020): 644–653.
  • December 1991 (Revised November 1993)
  • Case

U.S. Bank of Washington

A vice president of the U.S. Bank of Washington, a subsidiary of U.S. Bancorp, is asked to review a $6.5 million loan request from the Redhook Ale Brewery, a Seattle-based microbrewery. The case provides an understanding of the U.S. commercial banking industry and the... View Details
Keywords: Cash Flow; Financing and Loans; Financial Statements; Commercial Banking; Banking Industry; Seattle
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Mason, Scott P. "U.S. Bank of Washington." Harvard Business School Case 292-057, December 1991. (Revised November 1993.)
  • 2013
  • Working Paper

Span of Control and Span of Attention

By: Oriana Bandiera, Andrea Prat, Raffaella Sadun and Julie Wulf
Using novel data on CEO time use, we document the relationship between the size and composition of the executive team and the attention of the CEO. We combine information about CEO span of control for a sample of 65 companies with detailed data on how CEOs allocate... View Details
Keywords: Conferences; Analytics and Data Science; Leadership Style; Management Style; Managerial Roles; Time Management; Planning
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Bandiera, Oriana, Andrea Prat, Raffaella Sadun, and Julie Wulf. "Span of Control and Span of Attention." Harvard Business School Working Paper, No. 12-053, December 2011. (Revised April 2014.)
  • 2019
  • Working Paper

The Impact of Professionals' Contributions to Online Knowledge Communities on Their Workplace Knowledge Work

By: Hila Lifshitz - Assaf and Frank Nagle
Knowledge work is becoming increasingly challenging as pace of change in the knowledge frontier is increasing. Organizations have created multiple mechanisms to minimize knowledge gaps and increase learning such internal training, mentorship programs as well as... View Details
Keywords: Open Source; Future Of Work; Software Development; Knowledge Work; Online Community; Learning; Knowledge Sharing; Applications and Software; Open Source Distribution; Performance Productivity
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Lifshitz - Assaf, Hila, and Frank Nagle. "The Impact of Professionals' Contributions to Online Knowledge Communities on Their Workplace Knowledge Work." Working Paper, April 2019.
  • 10 Sep 2019
  • News

KabbageⓇ Launches the Only Interactive Index Analyzing Revenue Trends of U.S. Small Businesses

  • 02 Dec 2015
  • HBS Seminar

Fabian Waldinger, Associate Professor, University of Warwick, Department of Economics

  • February 1998 (Revised March 1998)
  • Case

Marriott Corporation: The Cost of Capital

By: Richard S. Ruback
Presents recommendations for hurdle rates of Marriott's divisions to select by discounting appropriate cash flows by the appropriate hurdle rate for each division. View Details
Keywords: Cost of Capital; Asset Pricing
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Ruback, Richard S. "Marriott Corporation: The Cost of Capital." Harvard Business School Case 298-101, February 1998. (Revised March 1998.)
  • 28 Feb 2019
  • HBS Seminar

Lori Rosenkopf, Wharton, University of Pennsylvania

  • July 2022
  • Case

Operation Overlord

By: Boris Groysberg, Greg Goullet, Katherine Connolly Baden and Sarah L. Abbott
On June 6, 1944, nearly 5,000 ships, 11,000 planes, and 160,000 infantrymen under an Allied joint-command of American, British, and Canadian leaders were sent across the English Channel, with hopes of re-establishing a foothold in Nazi-occupied France. Known as D-Day,... View Details
Keywords: Execution; Data Analytics; Leadership; Planning; Operations; Crisis Management; War; Organizational Structure; Decision Choices and Conditions; Information Management; France; England
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Groysberg, Boris, Greg Goullet, Katherine Connolly Baden, and Sarah L. Abbott. "Operation Overlord." Harvard Business School Case 422-098, July 2022.
  • December 2020
  • Case

VIA Science (A)

By: Juan Alcácer, Rembrand Koning, Annelena Lobb and Kerry Herman
Via (a) captures the early days of the data analytics startup as founders Gounden and Ravanis considered which markets offer the right opportunities for their firm and what kinds of experiments will help them narrow their choice. Supplement Via (b) reveals the... View Details
Keywords: Data Analytics; Machine Learning; Artificial Intelligence; Strategy; Business Startups; Markets; AI and Machine Learning; Telecommunications Industry; Utilities Industry; United States; Japan
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Alcácer, Juan, Rembrand Koning, Annelena Lobb, and Kerry Herman. "VIA Science (A)." Harvard Business School Case 721-367, December 2020.
  • 17 Apr 2006
  • Research & Ideas

Resisting the Seductions of Success

resources described in earlier chapters [of my book]—having a good dream, a sound moral code, or unsettling role models—matters at all if leaders cannot resist the flow of success. Tony's story is set in the... View Details
Keywords: by Joseph L. Badaracco Jr.; Entertainment & Recreation; Information; Publishing
  • March 2016
  • Case

Preparing a Concession Bid at TAV Airports Holding

By: C. Fritz Foley and Çiğdem Çelik
In 2013, TAV Airports Holding prepared a bid for the concession to build and operate the third Istanbul airport. This process involved input from various parts of the firm with operating and financial expertise. Burcu Geriş, the CFO of TAV Airports Holding, and her... View Details
Keywords: Project Finance; Infrastructure Development; Equity Cash Flows; Capital Budgeting; Valuation; Financial Management; Financing and Loans; Turkey
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Foley, C. Fritz, and Çiğdem Çelik. "Preparing a Concession Bid at TAV Airports Holding." Harvard Business School Case 216-054, March 2016.
  • June 1992 (Revised June 1993)
  • Case

Crystal Meadows of Tahoe, Inc.

By: William J. Bruns Jr.
An introductory case in cash flow analysis and the preparation of statements of cash flows. Based on the 1991 income statement and balance sheet at a ski resort company, the case provides additional information which allows a student to prepare both a direct and an... View Details
Keywords: Cash Flow; Financial Statements
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Bruns, William J., Jr. "Crystal Meadows of Tahoe, Inc." Harvard Business School Case 192-150, June 1992. (Revised June 1993.)
  • April 2022
  • Teaching Note

Banorte Móvil: Data-Driven Mobile Growth

By: Ayelet Israeli and Carla Larangeira
In mid-2019, Carlos Hank was deliberating over the results for Banorte Móvil—the mobile application for Banorte, Mexico’s most profitable and second-largest financial institution. Hank, who had been appointed as Banorte´s Chairman of the Board in January 2015, had... View Details
Keywords: Data Analytics; Customer Lifetime Value; Financial Institutions; Mobile and Wireless Technology; Growth and Development Strategy; Customers; Technology Adoption; Communication Strategy; Banking Industry; Mexico; Latin America
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Israeli, Ayelet, and Carla Larangeira. "Banorte Móvil: Data-Driven Mobile Growth." Harvard Business School Teaching Note 522-095, April 2022.
  • August 2002 (Revised September 2002)
  • Background Note

Financial Analysis of Microsoft

By: William A. Sahlman
Contains a detailed analysis of Microsoft's financial performance from 1985 to 2001. During this time, Microsoft improved its profitability and cash flow generation--changes that led to a dramatic rise in valuation. Also addresses the issue of determining how much... View Details
Keywords: Business Ventures; Analysis; Financial Condition
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Sahlman, William A. "Financial Analysis of Microsoft." Harvard Business School Background Note 803-019, August 2002. (Revised September 2002.)
  • Research Summary

Airline Schedule Disruptions

Increasing congestion and frequent schedule disruptions throughout the National Air Transportation System, both at airports and en route, have led to significant flight and passenger delays. Professor Fearing's primary research focus is on measuring and reducing... View Details

Keywords: Performance Measurement; Air Transportation; Traffic Flow Management; Air Transportation Industry
  • April 2013
  • Case

Managing with Analytics at Procter & Gamble

By: Thomas H. Davenport, Marco Iansiti and Alain Serels
Senior management at P&G has put a strong emphasis on using data to make "better, smarter, real-time business decisions." The Global Business Services (GBS) organization has developed tools, systems and processes to provide managers throughout P&G with direct access to... View Details
Keywords: Analytics; Data Management; Forecasting; Shared Services; Procter & Gamble; Laundry Detergent; Information Management; Forecasting and Prediction; Information Technology; Mathematical Methods; Consumer Products Industry; North America
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Davenport, Thomas H., Marco Iansiti, and Alain Serels. "Managing with Analytics at Procter & Gamble." Harvard Business School Case 613-045, April 2013.
  • 02 Jul 2020
  • News

Pro VC Health Pulse: Fighting Health-Care Fraud, New Playbook for Disease-Focused Nonprofits, Rhode Island Backs Data Collective Bio Fund

  • June 2022 (Revised January 2025)
  • Technical Note

Causal Inference

By: Iavor I Bojinov, Michael Parzen and Paul Hamilton
This note provides an overview of causal inference for an introductory data science course. First, the note discusses observational studies and confounding variables. Next the note describes how randomized experiments can be used to account for the effect of... View Details
Keywords: Causal Inference; Causality; Experiment; Experimental Design; Data Science; Analytics and Data Science
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Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Causal Inference." Harvard Business School Technical Note 622-111, June 2022. (Revised January 2025.)
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