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  • All HBS Web  (13,092)
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  • August 2018 (Revised April 2019)
  • Case

Chateau Winery (A): Unsupervised Learning

By: Srikant M. Datar and Caitlin N. Bowler
This case follows Bill Booth, marketing manager of a regional wine distributor, as he applies unsupervised learning on data about his customers’ purchases to better understand their preferences. Specifically, he uses the K-means clustering technique to identify groups... View Details
Keywords: Clustering; Data Science; Analytics and Data Science; Customers; Marketing; Analysis
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Datar, Srikant M., and Caitlin N. Bowler. "Chateau Winery (A): Unsupervised Learning." Harvard Business School Case 119-023, August 2018. (Revised April 2019.)
  • September 2012 (Revised September 2015)
  • Case

Doing Business in Turkey

By: Felix Oberholzer-Gee, Robin J. Ely, Daniela Beyersdorfer, Emilie Billaud and Cigdem Çelik
In a rather flat international business environment characterized by shrinking markets and economic turmoil, Turkey promoted itself as one of the safe havens for investments. Led by the strong domestic demand of a young population, the country had tripled its GDP... View Details
Keywords: Emerging Market Finance; Emergent Countries; Business History; Economic History; Fieldwork; Emerging Markets; Business Ventures; Strategy; Turkey
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Oberholzer-Gee, Felix, Robin J. Ely, Daniela Beyersdorfer, Emilie Billaud, and Cigdem Çelik. "Doing Business in Turkey." Harvard Business School Case 713-433, September 2012. (Revised September 2015.)
  • 21 May 2019
  • Working Paper Summaries

rTSR: When Do Relative Performance Metrics Capture Relative Performance?

Keywords: by Paul Ma, Jee-Eun Shin, and Charles C. Y. Wang; Financial Services
  • 21 Aug 2019
  • Research & Ideas

What Machine Learning Teaches Us about CEO Leadership Style

is a writer based in the Boston area. [Image: ConceptCafe] Related Reading: Will Machine Learning Make You a Better Manager? The Better Way to Forecast the Future Working Paper: CEO Behavior and Firm Performance What View Details
Keywords: by Michael Blanding
  • Web

Shaping the Learning Environment - Christensen Center for Teaching & Learning

Teaching by the Case Method Shaping the Learning Environment Preparing to Teach Getting Started Developing Instructor Style Shaping the Learning Environment Knowing Your... View Details
  • 2023
  • Working Paper

Do Active Funds Do Better in What They Trade?

By: Marco Sammon and John J. Shim
We develop two new, simple measures to quantify active fund decisions at the individual position level. The intuition is to separate passive rebalancing induced by flows and position changes from active rebalancing decisions. We find that additive active rebalancing --... View Details
Keywords: Investment Funds; Financial Management
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Sammon, Marco, and John J. Shim. "Do Active Funds Do Better in What They Trade?" Working Paper, November 2023.
  • October 2012 (Revised September 2014)
  • Case

Doing Business in Vietnam

By: Alan MacCormack, Michael Shih-ta Chen and Dawn H. Lau
This case gives an overview of the current business environment in Vietnam as of 2012. The first part of the case introduces the main economic, political and cultural aspects of the country of which anyone who has business interest in the country ought to be aware.... View Details
Keywords: Emerging Market Finance; Emergent Countries; Business History; Economic History; Emerging Markets; Business Ventures; Strategy; Viet Nam
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MacCormack, Alan, Michael Shih-ta Chen, and Dawn H. Lau. "Doing Business in Vietnam." Harvard Business School Case 713-434, October 2012. (Revised September 2014.)
  • 2018
  • Working Paper

Learning to Become a Taste Expert

By: Kathryn A. Latour and John A. Deighton
Evidence suggests that consumers seek to become more expert about hedonic products to enhance their enjoyment of future consumption occasions. Current approaches to becoming an expert center on cultivating an analytic mindset. In the present research the authors... View Details
Keywords: Hedonic; Wine; Expertise; Holistic; Analytic; Sensory; Taste; Learning; Experience and Expertise; Analysis; Perception
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Latour, Kathryn A., and John A. Deighton. "Learning to Become a Taste Expert." Harvard Business School Working Paper, No. 18-107, June 2018.
  • February 2023 (Revised March 2025)
  • Case

Doing Business in Accra, Ghana

By: Hakeem Belo-Osagie, Leonard Schlesinger and Namrata Arora
This case examines the challenges and opportunities of doing business in Ghana. It highlights Ghana economic transformation in the decades leading up to 2024 in the context of its history, culture, and politics. The case gives an overview of some of the main obstacles... View Details
Keywords: Business History; Business and Government Relations; Technological Innovation; Foreign Direct Investment; Economic Growth; Financial Crisis; Agribusiness; Food and Beverage Industry; Agriculture and Agribusiness Industry; Ghana
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Belo-Osagie, Hakeem, Leonard Schlesinger, and Namrata Arora. "Doing Business in Accra, Ghana." Harvard Business School Case 323-090, February 2023. (Revised March 2025.)
  • 01 Oct 1997
  • News

Doing Something Real

teaching undergraduates). At the B-School, by contrast, the professors were, for the most part, a lot more fun. All but a few were great at relating to us, most of them with a wit and energy and clarity one did not find as often at... View Details
Keywords: Andrew Tobias (MBA '72)
  • October 2021
  • Article

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Nicolas Padilla and Eva Ascarza
The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details
Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Programs; Consumer Behavior; Analysis
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Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Journal of Marketing Research (JMR) 58, no. 5 (October 2021): 981–1006.
  • 2023
  • Working Paper

Evaluation and Learning in R&D Investment

By: Alexander P. Frankel, Joshua L. Krieger, Danielle Li and Dimitris Papanikolaou
We examine the role of spillover learning in shaping the value of exploratory versus incremental R&D. Using data from drug development, we show that novel drug candidates generate more knowledge spillovers than incremental ones. Despite being less likely to reach... View Details
Keywords: Research and Development; Forecasting and Prediction; Valuation; Pharmaceutical Industry
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Frankel, Alexander P., Joshua L. Krieger, Danielle Li, and Dimitris Papanikolaou. "Evaluation and Learning in R&D Investment." Harvard Business School Working Paper, No. 23-074, May 2023. (NBER Working Paper Series, No. 31290, May 2023.)
  • 29 Sep 2020
  • News

Do debates matter? Do they change minds about elections? Here’s what the data say

  • 01 Dec 2014
  • News

Dressing by Number

page « To learn more about these seven HBS Alumni trendsetters, click on their photos below: Marjorie Yang Instilling Production with Principles Instilling Production with Principles Áslaug Magnúsdóttir Customizing Couture Online... View Details
Keywords: Christine Lejeune; fashion; cosmetics; Clothing and Clothing Accessories Stores; Retail Trade
  • March 2023 (Revised June 2023)
  • Case

Doing Business in Kigali, Rwanda

By: Andy Zelleke, A. Zelleke, Leonard A. Schlesinger, Leonard A. Schlesinger, Pippa Tubman Armerding and Wale Lawal
This case examines the challenges and opportunities of doing business in Rwanda. It highlights Rwanda's economic transformation in the decades leading up to 2023 in the context of its history, culture, and politics. The case gives an overview of some of the main... View Details
Keywords: Business History; Business and Government Relations; Technological Innovation; Foreign Direct Investment; Economic Growth; Transportation Industry; Tourism Industry; Rwanda
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Zelleke, Andy, Leonard A. Schlesinger, Pippa Tubman Armerding, and Wale Lawal. "Doing Business in Kigali, Rwanda." Harvard Business School Case 323-089, March 2023. (Revised June 2023.)
  • 17 Dec 2020
  • Working Paper Summaries

How Do CEOs Make Strategy?

Keywords: by Mu-Jeung Yang, Michael Christensen, Nicholas Bloom, Raffaella Sadun, and Jan Rivkin
  • 11 Aug 2022
  • Research & Ideas

When Parents Tell Kids to ‘Work Hard,’ Do They Send the Wrong Message?

other people?" “How do all of these lessons about working hard potentially carry over to our beliefs about other people?” asks Ashley Whillans, an assistant professor at Harvard Business School, who co-authored the study. “If you are... View Details
Keywords: by Michael Blanding; Education
  • June 18, 2021
  • Article

Who Do We Invent for? Patents by Women Focus More on Women's Health, but Few Women Get to Invent

By: Rembrand Koning, Sampsa Samila and John-Paul Ferguson
Women engage in less commercial patenting and invention than do men, which may affect what is invented. Using text analysis of all U.S. biomedical patents filed from 1976 through 2010, we found that patents with all-female inventor teams are 35% more likely than... View Details
Keywords: Innovation; Gender Bias; Health; Innovation and Invention; Research; Patents; Gender; Prejudice and Bias
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Koning, Rembrand, Sampsa Samila, and John-Paul Ferguson. "Who Do We Invent for? Patents by Women Focus More on Women's Health, but Few Women Get to Invent." Science 372, no. 6548 (June 18, 2021): 1345–1348.
  • October 2018
  • Case

Learning How to Honnold

By: Eugene F. Soltes, Sara Hess and Dutch Leonard
Alex Honnold is the world’s most accomplished free climber. To many, climbing sheer vertical faces of rock—like the famed El Capitan—without a rope is viewed as not simply risky but reckless. Honnold contrasts this sentiment by presenting his perspective on risk taking... View Details
Keywords: Risk Management; Goals and Objectives; Personal Development and Career; Perspective
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Soltes, Eugene F., Sara Hess, and Dutch Leonard. "Learning How to Honnold." Harvard Business School Case 119-043, October 2018.
  • 18 Jun 2021
  • News

Who do we invent for? Patents by women focus more on women’s health, but few women get to invent

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