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  • 2019
  • Article

An Empirical Study of Rich Subgroup Fairness for Machine Learning

By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details
Keywords: Machine Learning; Fairness; AI and Machine Learning
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Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "An Empirical Study of Rich Subgroup Fairness for Machine Learning." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 100–109.
  • November 2015 (Revised February 2016)
  • Case

Allianz Turkey: Focus on the Customer (A)

By: W. Earl Sasser and Gamze Yucaoglu
At the age of 39, Solmaz Altın took over the helm at Allianz Turkey. Solmaz quickly realized that, although the insurance market was thinly penetrated in Turkey, the company was operating in a very competitive environment with pressure on prices and, hence, cost... View Details
Keywords: Service Excellence; Customer Experience; Customer Service; Emerging Market; Customer Focus; Net Promoter Score; Customer Relationship Management; Competition; Leading Change; Service Operations; Emerging Markets; Customer Satisfaction; Insurance Industry; Turkey
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Sasser, W. Earl, and Gamze Yucaoglu. "Allianz Turkey: Focus on the Customer (A)." Harvard Business School Case 316-093, November 2015. (Revised February 2016.)
  • June 2012
  • Article

Pricing to Create Shared Value

By: Marco Bertini and John T. Gourville
Many companies are in competition with their customers to extract as much value as possible from every transaction. Pricing is their weapon of choice, and consumers fight back by rooting out and disseminating pricing policies that seem unfair. The problem is that... View Details
Keywords: Pricing; Marketing Strategy; Price; Customer Focus and Relationships; Customer Relationship Management; Value Creation; Fairness
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Bertini, Marco, and John T. Gourville. "Pricing to Create Shared Value." Harvard Business Review 90, no. 6 (June 2012): 96–104.
  • 04 Sep 2007
  • Working Paper Summaries

Why Do Intermediaries Divert Search?

Keywords: by Andrei Hagiu & Bruno Jullien
  • November 2014 (Revised March 2015)
  • Case

Disrupting the Meat Industry: Tissue Culture Beef

By: Jose B. Alvarez and Matthew G. Preble
Dr. Mark Post and his team at Maastricht University were perfecting their tissue culture beef product—made entirely from muscle grown in his lab—to give it the same taste, texture and appearance of a traditional beef hamburger. A previous iteration of this product had... View Details
Keywords: Innovation; Beef Production; Environmental Impacts Of Food Production; Agribusiness; Animal-Based Agribusiness; Disruptive Innovation; Innovation and Invention; Environmental Sustainability; Food; Agriculture and Agribusiness Industry; Food and Beverage Industry; Netherlands; United States; United Kingdom
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Alvarez, Jose B., and Matthew G. Preble. "Disrupting the Meat Industry: Tissue Culture Beef." Harvard Business School Case 515-001, November 2014. (Revised March 2015.)
  • 15 May 2009
  • Working Paper Summaries

Barriers to Household Risk Management: Evidence from India

Keywords: by Shawn Cole, Xavier Giné, Jeremy Tobacman, Petia Topalova, Robert Townsend & James Vickery
  • 07 Jun 2023
  • HBS Case

3 Ways to Gain a Competitive Advantage Now: Lessons from Amazon, Chipotle, and Facebook

ingredients to set itself apart from Taco Bell. Fast-food customers looking for healthy options are willing to pay more for what they consider a higher-quality product. At the same time, however, “you can imagine that the cost of sourcing... View Details
Keywords: by Michael Blanding
  • 19 Mar 2008
  • Research & Ideas

Finding Success in the Middle of the Market

provider of premium-priced products tailored to a particular customer segment, or you have to shoot for scale, using low prices and volume purchasing to attract a mass market and drive down your cost... View Details
Keywords: by John Quelch; Auto; Retail
  • 16 Jul 2007
  • Research & Ideas

Understanding the ‘Want’ vs. ’Should’ Decision

they receive a $10 off coupon. This finding has important implications for economic models of life-cycle consumption, as well as the models marketers use to estimate the true costs of coupon offers. Another area of research that Todd is... View Details
Keywords: by Sarah Jane Gilbert; Retail; Entertainment & Recreation
  • 14 Dec 2010
  • First Look

First Look: Dec. 14

extent to which companies use performance-based pay. We argue that while agency theory provides a useful framework to analyze strategic compensation, it fails to consider a host of psychological factors that affect employee motivation and... View Details
Keywords: Sean Silverthorne
  • June 2009
  • Case

Plaza, the Logistics Park of Zaragoza

In the year 2000, the Government of the Autonomous Community of Aragón, Spain, made public a project for the development of a large-scale logistics park in the outskirts of the city of Zaragoza. With an area of nearly 13 square kilometers, PLAZA (an acronym for... View Details
Keywords: Customer Satisfaction; Geographic Location; Growth and Development Strategy; Infrastructure; Logistics; Supply Chain; Transportation; Distribution Industry; Zaragoza
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Watson, Noel H., and Santiago Kraiselburd. "Plaza, the Logistics Park of Zaragoza." Harvard Business School Case 609-113, June 2009.
  • 07 Jul 2022
  • HBS Case

How a Multimillion-Dollar Ice Cream Startup Melted Down (and Bounced Back)

Hills was running out of money and may not make it through the lean winter months, Smith and Cuscuna were surprised. Sales had been brisk. “They built a giant factory costing almost $7 million that required sales that were beyond their... View Details
Keywords: by Pamela Reynolds
  • 28 Jan 2019
  • Research & Ideas

Forget Cash. Here Are Better Ways to Motivate Employees

programs for employees whatsoever, so employers need to catch up,” Whillans says. Companies with strong recognition programs enjoy increased productivity, lower job turnover, and greater returns on investment than other companies in the same industries. Whillans View Details
Keywords: by Dina Gerdeman
  • July 2021
  • Article

Consumers—Especially Women—Avoid Buying from Firms with Higher Gender Pay Gaps

By: Tobias Schlager, Bhavya Mohan, Katherine DeCelles and Michael I. Norton
We document a unique driver of consumer behavior: the public disclosure of a firm’s gender pay gap. Four experiments provide causal evidence that when firms are revealed to have gender pay gaps, consumers are less willing to pay for their goods, a reaction driven by... View Details
Keywords: Pay Gap; Perceived Wage Fairness; Purchase Intention; Gender; Wages; Fairness; Perception; Consumer Behavior
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Schlager, Tobias, Bhavya Mohan, Katherine DeCelles, and Michael I. Norton. "Consumers—Especially Women—Avoid Buying from Firms with Higher Gender Pay Gaps." Special Issue on Consumer Psychology for the Greater Good. Journal of Consumer Psychology 31, no. 3 (July 2021): 518–531.
  • December 2019
  • Article

Costly Concessions: An Empirical Framework for Matching with Imperfectly Transferable Utility

By: Alfred Galichon, Scott Duke Kominers and Simon Weber
We introduce an empirical framework for models of matching with imperfectly transferable utility and unobserved heterogeneity in tastes. Our framework allows us to characterize matching equilibrium in a flexible way that includes as special cases the classic fully- and... View Details
Keywords: Sorting; Matching; Marriage Market; Intrahousehold Allocation; Imperfectly Transferable Utility; Marketplace Matching; Mathematical Methods
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Galichon, Alfred, Scott Duke Kominers, and Simon Weber. "Costly Concessions: An Empirical Framework for Matching with Imperfectly Transferable Utility." Journal of Political Economy 127, no. 6 (December 2019): 2875–2925.
  • February 1997 (Revised April 1998)
  • Case

first direct (A)

By: Jeffrey F. Rayport
Describes the operations and strategy of the world's largest, fastest growing branchless bank. Using a person-to-person interface over conventional phone lines, First Direct provides standard banking and related financial products to nearly 700,000 customers throughout... View Details
Keywords: Service Delivery; Customer Satisfaction; Banks and Banking; Innovation and Invention; Banking Industry; United Kingdom
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Rayport, Jeffrey F., and Dickson Louie. "first direct (A)." Harvard Business School Case 897-079, February 1997. (Revised April 1998.)
  • 18 Sep 2012
  • Working Paper Summaries

Risky Business: The Impact of Property Rights on Investment and Revenue in the Film Industry

Keywords: by Venkat Kuppuswamy & Carliss Y. Baldwin; Motion Pictures & Video
  • January–February 2023
  • Article

Data-Driven COVID-19 Vaccine Development for Janssen

By: Dimitris Bertsimas, Michael Lingzhi Li, Xinggang Liu, Jennings Xu and Najat Khan
The COVID-19 pandemic has spurred extensive vaccine research worldwide. One crucial part of vaccine development is the phase III clinical trial that assesses the vaccine for safety and efficacy in the prevention of COVID-19. In this work, we enumerate the first... View Details
Keywords: COVID-19; Health Testing and Trials; Forecasting and Prediction; AI and Machine Learning; Research; Pharmaceutical Industry
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Bertsimas, Dimitris, Michael Lingzhi Li, Xinggang Liu, Jennings Xu, and Najat Khan. "Data-Driven COVID-19 Vaccine Development for Janssen." INFORMS Journal on Applied Analytics 53, no. 1 (January–February 2023): 70–84.
  • January 1976 (Revised December 1988)
  • Case

Webster Industries (A)

The manufacturing manager of Webster's largest division is told to cut his managerial payroll by 15%. Provides company background data and a description of the manufacturing manager's reactions to the proposed reduction. Provides the students with an opportunity to... View Details
Keywords: Job Cuts and Outsourcing; Cost Management
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Thomas, R. Roosevelt, Jr. "Webster Industries (A)." Harvard Business School Case 476-110, January 1976. (Revised December 1988.)
  • 2013
  • Working Paper

International Health Economics

By: Mark Egan and Tomas J. Philipson
Perhaps because health care is a local service sector, health economists have paid little attention to international linkages between domestic health care economies. However, the growth in domestic health care sectors is often attributed to medical innovations whose... View Details
Keywords: Health Care and Treatment; Innovation and Invention; Global Range; Economics
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Egan, Mark, and Tomas J. Philipson. "International Health Economics." NBER Working Paper Series, No. 19280, August 2013.
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