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  • All HBS Web  (13,784)
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    • News  (4,048)
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  • 2024
  • Article

Learning Under Random Distributional Shifts

By: Kirk Bansak, Elisabeth Paulson and Dominik Rothenhäusler
Algorithmic assignment of refugees and asylum seekers to locations within host countries has gained attention in recent years, with implementations in the U.S. and Switzerland. These approaches use data on past arrivals to generate machine learning models that can... View Details
Keywords: AI and Machine Learning; Refugees; Employment
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Bansak, Kirk, Elisabeth Paulson, and Dominik Rothenhäusler. "Learning Under Random Distributional Shifts." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 27th (2024).
  • February 2023 (Revised February 2024)
  • Case

Doing Business in Istanbul, Turkey

By: Prithwiraj Choudhury, Leonard A. Schlesinger, Namrata Arora and Umut Arslan
This case examines the challenges and opportunities of doing business in Turkey. It highlights Turkey's 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... View Details
Keywords: Business History; Business and Government Relations; Technological Innovation; Foreign Direct Investment; Economic Growth; Financial Crisis; Technology Industry; Tourism Industry; Turkey
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Choudhury, Prithwiraj, Leonard A. Schlesinger, Namrata Arora, and Umut Arslan. "Doing Business in Istanbul, Turkey." Harvard Business School Case 323-081, February 2023. (Revised February 2024.)
  • September 2014 (Revised September 2015)
  • Case

Doing Business in Morocco

By: Jill Avery, Tonia Junker and Daniela Beyersdorfer
This case examines the challenges and opportunities of doing business in Morocco. It highlights Morocco's ongoing economic transformation in the decades leading up to 2014 in the context of its historical, political, and cultural background. The case summarizes some of... View Details
Keywords: Emerging Market; Emerging Economies; Africa; Global Strategy; Operations Management; Development Economics; Geographic Scope; Globalization; Business History; Emerging Markets; Market Entry and Exit; Operations; Strategy; Auto Industry; Africa; Morocco
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Avery, Jill, Tonia Junker, and Daniela Beyersdorfer. "Doing Business in Morocco." Harvard Business School Case 315-007, September 2014. (Revised September 2015.)
  • 29 Oct 2013
  • Research & Ideas

Do Employees Work Harder for Higher Pay?

do a one-time, four-hour data entry task via the Internet labor market oDesk.com, which allows for online recruitment of freelancers from around the world. "Keep in mind," Malhotra said, that "all of these people previously made less than... View Details
Keywords: by Chuck Leddy & Harvard Gazette
  • 08 Dec 2006
  • Working Paper Summaries

When Learning and Performance are at Odds: Confronting the Tension

Keywords: by Sara J. Singer & Amy C. Edmondson
  • 24 Jul 2019
  • Lessons from the Classroom

Can These Business Students Motivate Londoners to Do the Right Thing?

out a new letter with an extra line, letting people know that their neighbors were ponying up, implying that they should, too: “We are writing to inform you that we have still not received your tax payment. By now, nine out of 10 people... View Details
Keywords: by Dina Gerdeman
  • 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.)
  • 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 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.
  • 08 Jan 2014
  • What Do You Think?

Do Productivity Increases Contribute to Social Inequality?

once was considered thinking and will increasingly do so." Bill Barker agreed, in the process offering his solution: In the past, he wrote, the portion of the working population employed in agriculture dropped from 50 percent to less... View Details
Keywords: by James Heskett
  • 15 Apr 2024
  • Book

Struggling With a Big Management Decision? Start by Asking What Really Matters

what will work. Published with permission by Springer. Doing Well by Doing Good? One Industry’s Struggle to Balance Values and Profits Lessons in... View Details
Keywords: by Dina Gerdeman
  • July–August 2023
  • Article

Demand Learning and Pricing for Varying Assortments

By: Kris Ferreira and Emily Mower
Problem Definition: We consider the problem of demand learning and pricing for retailers who offer assortments of substitutable products that change frequently, e.g., due to limited inventory, perishable or time-sensitive products, or the retailer’s desire to... View Details
Keywords: Experiments; Pricing And Revenue Management; Retailing; Demand Estimation; Pricing Algorithm; Marketing; Price; Demand and Consumers; Mathematical Methods
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Ferreira, Kris, and Emily Mower. "Demand Learning and Pricing for Varying Assortments." Manufacturing & Service Operations Management 25, no. 4 (July–August 2023): 1227–1244. (Finalist, Practice-Based Research Competition, MSOM (2021) and Finalist, Revenue Management & Pricing Section Practice Award, INFORMS (2019).)
  • 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.)
  • 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.)
  • Forthcoming
  • Book Review

Review of "The Pandemic Workplace: How We Learned to Be Citizens in the Office" by Ilana Gershon

By: Tsedal Neeley
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Neeley, Tsedal. Review of "The Pandemic Workplace: How We Learned to Be Citizens in the Office" by Ilana Gershon. Administrative Science Quarterly (forthcoming). (Pre-published online July 5, 2025.)
  • 14 Nov 2023
  • What Do You Think?

Do We Underestimate the Importance of Generosity in Leadership?

skills. Attributes of attitude are learned from birth. They are changed only with great difficulty in adulthood. And few for-profit organizations are in the business of doing it. Generosity falls under the... View Details
Keywords: by James Heskett
  • 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.)
  • 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.)
  • 18 Jun 2024
  • Research & Ideas

What Your Non-Binary Employees Need to Do Their Best Work

themselves much more than men, who tend to overestimate their performance. Showed more impatience than men and women, but their risk tolerance fell somewhere between men and women. Preferred solitary work. They were less likely to want to work with other people than... View Details
Keywords: by Michael Blanding
  • 09 Feb 2007
  • Working Paper Summaries

Do Corporate Social Responsibility Ratings Predict Corporate Social Performance?

Keywords: by Aaron K. Chatterji, David I. Levine & Michael W. Toffel
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