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  • April 2011 (Revised May 2011)
  • Case

EMC2: Delivering Customer Centricity

By: Thomas Steenburgh and Jill Avery
This case introduces the concept of customer centricity and traces its development at EMC, the world's leading data storage hardware and information management software company. EMC's customers had historically relied on EMC salespeople to guide them through the... View Details
Keywords: Business Model; Interpersonal Communication; Customer Relationship Management; Knowledge Acquisition; Marketing Strategy; Organizational Change and Adaptation; Salesforce Management; Social and Collaborative Networks; Internet; Information Technology Industry
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Steenburgh, Thomas, and Jill Avery. "EMC2: Delivering Customer Centricity." Harvard Business School Case 511-124, April 2011. (Revised May 2011.)
  • Article

Bureaucratic Norms and State Capacity in India: Implementing Primary Education in the Himalayan Region

By: Akshay Mangla
Himachal Pradesh has surged ahead of other Indian states in implementing universal primary education. Through a combination of field research methods, this paper connects these achievements to bureaucratic norms, unwritten rules within the state that guide the behavior... View Details
Keywords: India; Bureaucracy; Norms; State Capacity; Education; Government and Politics; Education Industry; India
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Mangla, Akshay. "Bureaucratic Norms and State Capacity in India: Implementing Primary Education in the Himalayan Region." Special Issue on India. Asian Survey 55, no. 5 (September–October 2015): 882–908.
  • August 2002
  • Case

Siebel Systems: Anatomy of a Sale, Part 3

By: John A. Deighton and Das Narayandas
How does a $2 million software sale happen? This case traces efforts by Siebel Systems to sell lead management software to discount broker Quick & Reilly. The buying process is mapped out over four years. Covers in detail the last six months--from Siebel's initial... View Details
Keywords: Sales; Decision Choices and Conditions; Competitive Strategy; Customer Relationship Management; Product Marketing; Information Technology Industry
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Deighton, John A., and Das Narayandas. "Siebel Systems: Anatomy of a Sale, Part 3." Harvard Business School Case 503-023, August 2002.
  • July 2022
  • Supplement

General Mills: Responding to the Killing of George Floyd (B)

By: Debora L. Spar and Alicia Dadlani
Jeff Harmening, CEO of General Mills, one of the world's largest manufacturers of breakfast cereals and packaged foods, was deeply disturbed and instantly aware that he and General Mills would need to respond. George Floyd, an African-American man who had been accused... View Details
Keywords: Race; Decisions; Social Issues; Corporate Social Responsibility and Impact; Consumer Products Industry; Minneapolis; Minnesota; United States
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Spar, Debora L., and Alicia Dadlani. "General Mills: Responding to the Killing of George Floyd (B)." Harvard Business School Supplement 323-020, July 2022.
  • 29 Oct 2008
  • Research & Ideas

The Next Marketing Challenge: Selling to ’Simplifiers’

Rich and Famous." As they grew richer, pressure increased on those below to trade up. And, as they traded up, pressure increased in turn on the well-off to buy even more—the... View Details
Keywords: by John Quelch; Retail; Consumer Products; Entertainment & Recreation
  • 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.
  • June 2019
  • Case

Monetizing Insurance at Trov

By: Thales Teixeira, Samy Dana and Leandro A Guissoni
Trov is a disruptive startup in the insurance space (“insurtech”). It allows consumers to simply turn on and turn off insurance for each of their possessions on a mobile app with the swipe of a finger. Consumers love the simple, on-demand, single-item coverage product.... View Details
Keywords: Monetization; Decoupling; Business Startups; Insurance; Disruption; Mobile and Wireless Technology; Strategy; Insurance Industry
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Teixeira, Thales, Samy Dana, and Leandro A Guissoni. "Monetizing Insurance at Trov." Harvard Business School Case 519-082, June 2019.
  • February 2018
  • Article

Heterogeneous Technology Diffusion and Ricardian Trade Patterns

By: William R. Kerr
This study tests the importance of Ricardian technology differences for international trade. The empirical analysis has three comparative advantages: including emerging and advanced economies, isolating panel variation regarding the link between productivity and... View Details
Keywords: Exports; Comparative Advantage; Technological Transfer; Innovation; Networks; Patents; Residency; Technology Adoption; Trade; Research and Development; Immigration; United States
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Kerr, William R. "Heterogeneous Technology Diffusion and Ricardian Trade Patterns." World Bank Economic Review 32, no. 1 (February 2018): 163–182.
  • 2013
  • Working Paper

Heterogeneous Technology Diffusion and Ricardian Trade Patterns

By: William R. Kerr
This study tests the importance of Ricardian technology differences for international trade. The empirical analysis has three comparative advantages: including emerging and advanced economies, isolating panel variation regarding the link between productivity and... View Details
Keywords: Exports; Comparative Advantage; Technological Transfer; Innovation; Networks; Patents; Residency; Technology Adoption; Trade; Research and Development; Immigration; United States
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Kerr, William R. "Heterogeneous Technology Diffusion and Ricardian Trade Patterns." Harvard Business School Working Paper, No. 14-039, November 2013. (NBER Working Paper Series, No. 19657, November 2013.)
  • Research Summary

Optimal Portfolios with Housing Derivatives

Households that contemplate moving to different cities or trading up or down in the fu-ture are exposed to substantial housing risk. In order to mitigate this risk, I derive the op-timal portfolios using housing futures. In addition to the optimum growth portfolio,... View Details
  • June 2017
  • Case

AT&T Versus Verizon: A Financial Comparison

By: V.G. Narayanan and Joel L. Heilprin
This case asks students to prepare a report comparing the financial and operating performance of AT&T and Verizon. Taking the perspective of a communications industry analyst, they must also consider the differences between and implications of the companies' business... View Details
Keywords: Financial Statements; Operations; Analysis; Business Model; Accounting; Performance Effectiveness; Telecommunications Industry
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Narayanan, V.G., and Joel L. Heilprin. "AT&T Versus Verizon: A Financial Comparison." Harvard Business School Brief Case 917-543, June 2017.
  • 2009
  • Working Paper

Strategic Interactions in Two-Sided Market Oligopolies

By: Emmanuel Farhi and Andrei Hagiu
Strategic interactions between two-sided platforms depend not only on whether their decision variables are strategic complements or substitutes as for one-sided firms, but also -and crucially so- on whether or not the platforms subsidize one side of the market in... View Details
Keywords: Two-Sided Markets; Strategic Complements; Strategic Substitutes; Cost; Investment; Profit; One-Sided Platforms; Two-Sided Platforms; Duopoly and Oligopoly; Competitive Advantage
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Farhi, Emmanuel, and Andrei Hagiu. "Strategic Interactions in Two-Sided Market Oligopolies." Harvard Business School Working Paper, No. 08-011, August 2007. (Revised February 2009.)
  • Article

Tariff Passthrough at the Border and at the Store: Evidence from U.S. Trade Policy

By: Alberto Cavallo, Gita Gopinath, Brent Neiman and Jenny Tang
We use micro data collected at the border and the store to characterize the price impact of recent US trade policy on importers, exporters, and consumers. At the border, import tariff passthrough is much higher than exchange rate passthrough. Chinese exporters did not... View Details
Keywords: Trade Policy; Tariffs; Exchange Rate Passthrough; Economics; Trade; Policy; Currency Exchange Rate; Price; United States
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Cavallo, Alberto, Gita Gopinath, Brent Neiman, and Jenny Tang. "Tariff Passthrough at the Border and at the Store: Evidence from U.S. Trade Policy." American Economic Review: Insights 3, no. 1 (March 2021).
  • Teaching Interest

MBA Elective Curriculum Business-to-Business Marketing

Business markets differ from consumer markets in important ways. Typically, the buying process is more complex, the buying units and purchase criteria differ, and marketing decisions are more closely interrelated with firm-wide strategic choices. In addition,... View Details

  • March 1993 (Revised June 1998)
  • Case

Commercial Fixtures, Inc.

Two equal partners arrange a sealed bid auction to decide which one buys out the other's interest in a lighting fixture company started by their fathers. After 25 years together, they had developed irreconcilable differences over how to manage the company. A rewritten... View Details
Keywords: Family Business; Business or Company Management; Auctions; Partners and Partnerships
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Roberts, Michael J. "Commercial Fixtures, Inc." Harvard Business School Case 393-115, March 1993. (Revised June 1998.)
  • January 2021 (Revised March 2021)
  • Case

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Jill Avery, Ayelet Israeli and Emma von Maur
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details
Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Preference Prediction; Predictive Analytics; App Development; "Marketing Analytics"; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States
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Avery, Jill, Ayelet Israeli, and Emma von Maur. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Case 521-070, January 2021. (Revised March 2021.)
  • October 2023
  • Article

Stock Market Stimulus

By: Robin Greenwood, Toomas Laarits and Jeffrey Wurgler
We study the stock market effects of the arrival of the three rounds of “stimulus checks” to U.S. taxpayers and the single round of direct payments to Hong Kong citizens. The first two rounds of U.S. checks appear to have increased retail buying and share prices of... View Details
Keywords: Stock Market; COVID-19 Pandemic; Fiscal Stimulus; Stimulus Payments; Impact; Stocks; System Shocks; Price; Spending; United States; Hong Kong
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Greenwood, Robin, Toomas Laarits, and Jeffrey Wurgler. "Stock Market Stimulus." Review of Financial Studies 36, no. 10 (October 2023): 4082–4112. (Also NBER Working Paper Series, No. 29827, January 2023.)
  • 26 Feb 2014
  • Research & Ideas

How Grocery Bags Manipulate Your Mind

those who bring their own bags are more likely to buy indulgent items like ice cream and cookies. Moreover, consumers tend to place a higher value on both organic products and decadent treats when they bring... View Details
Keywords: by Carmen Nobel; Retail
  • Article

De Gustibus non est Taxandum: Heterogeneity in Preferences and Optimal Redistribution

By: Benjamin B Lockwood and Matthew Weinzierl
The prominent but unproven intuition that preference heterogeneity reduces redistribution in a standard optimal tax model is shown to hold under the plausible condition that the distribution of preferences for consumption relative to leisure rises, in terms of... View Details
Keywords: Motivation and Incentives; Income; Decision Choices and Conditions; Consumer Behavior; Taxation; Microeconomics; Macroeconomics
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Lockwood, Benjamin B., and Matthew Weinzierl. "De Gustibus non est Taxandum: Heterogeneity in Preferences and Optimal Redistribution." Journal of Public Economics 124 (April 2015): 74–80. (Also NBER Working Paper Series, No. 17784, September 2014 and Harvard Business School Working Paper, No. 12-063, January 2012.)
  • May 2014 (Revised June 2016)
  • Supplement

Mylan Lab's Proposed Merger with King Pharmaceuticals—courseware

By: Lucy White
Perry Capital owns shares in King and, to facilitate approval of the merger, buys shares in Mylan, whilst hedging out its economic exposure to Mylan's share price using derivatives. The price at which Mylan proposes to merge with King is generous to King shareholders,... View Details
Keywords: Mergers and Acquisitions; Voting; Ethics; Stock Shares; Investment; Lawsuits and Litigation; Ownership Stake
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White, Lucy. "Mylan Lab's Proposed Merger with King Pharmaceuticals—courseware." Harvard Business School Spreadsheet Supplement 214-709, May 2014. (Revised June 2016.)
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