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  • February 2020 (Revised April 2021)
  • Case

StockX: The Stock Market of Things

By: Chiara Farronato, John J. Horton, Annelena Lobb and Julia Kelley
Founded in 2015 by Dan Gilbert, Josh Luber, and Greg Schwartz, StockX was an online platform where users could buy and sell unworn luxury and limited-edition sneakers. Sneaker resale prices often fluctuated over time based on supply and demand, creating a robust... View Details
Keywords: Markets; Auctions; Bids and Bidding; Demand and Consumers; Consumer Behavior; Analytics and Data Science; Market Design; Digital Platforms; Market Transactions; Marketplace Matching; Supply and Industry; Analysis; Price; Product Marketing; Product Launch; Apparel and Accessories Industry; Fashion Industry; North and Central America; United States; Michigan; Detroit
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Farronato, Chiara, John J. Horton, Annelena Lobb, and Julia Kelley. "StockX: The Stock Market of Things." Harvard Business School Case 620-062, February 2020. (Revised April 2021.)
  • August 2008
  • Article

Economic Links and Predictable Returns

By: Lauren Cohen and Andrea Frazzini
This paper finds evidence of return predictability across economically linked firms. We test the hypothesis that in the presence of investors subject to attention constraints, stock prices do not promptly incorporate news about economically related firms, generating... View Details
Keywords: Economics; Price; Assets; Analytics and Data Science; Customers; Stocks; Equity; Strategy; Investment Return; Forecasting and Prediction
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Cohen, Lauren, and Andrea Frazzini. "Economic Links and Predictable Returns." Journal of Finance 63, no. 4 (August 2008). (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2008. Winner of Chicago Quantitative Alliance Academic Paper Competition. First Prize presented by Chicago Quantitative Alliance. Winner of BSI Gamma Foundation Research Grant presented by BSI Gamma Foundation​.)
  • August 2006 (Revised July 2008)
  • Case

Rwanda and the Thousand Hills Coffee Co.: Breaking New Grounds

By: Geoffrey G. Jones and Michelle McDonald
Examines the strategies of a Boston-based start-up to market Rwandan coffee. Describes the history of the coffee industry, the era of cartelization and the International Coffee Agreement, and the subsequent collapse in producer prices after 1989. Also describes the... View Details
Keywords: History; Marketing Strategy; Entrepreneurship; Business Startups; Food and Beverage Industry; Rwanda; Boston
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Jones, Geoffrey G., and Michelle McDonald. "Rwanda and the Thousand Hills Coffee Co.: Breaking New Grounds." Harvard Business School Case 807-004, August 2006. (Revised July 2008.)
  • March 2008
  • Article

Testing a Purportedly More Learnable Auction Mechanism

We describe an auction mechanism in the class of Groves mechanisms that has received attention in the computer science literature because of its theoretical property of being more "learnable" than the standard second price auction mechanism. We bring this mechanism,... View Details
Keywords: Market Design; Auctions; Learning; Economics
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Milkman, Katherine L., James Burns, David Parkes, Gregory M. Barron, and Kagan Tumer. "Testing a Purportedly More Learnable Auction Mechanism." Special Issue on Theoretical, Empirical and Experimental Research on Auctions. Applied Economics Research Bulletin 2 (March 2008): 106–141. (Earlier version distributed as Harvard Business School Working Paper 08-064.)
  • June 2023
  • Simulation

Artea Dashboard and Targeting Policy Evaluation

By: Ayelet Israeli and Eva Ascarza
Companies deploy A/B experiments to gain valuable insights about their customers in order to answer strategic business problems. In marketing, A/B tests are often used to evaluate marketing interventions intended to generate incremental outcomes for the firm. The Artea... View Details
Keywords: Algorithm Bias; Algorithmic Data; Race And Ethnicity; Experimentation; Promotion; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analysis; Data Analytics; E-Commerce Strategy; Discrimination; Targeted Advertising; Targeted Policies; Pricing Algorithms; A/B Testing; Ethical Decision Making; Customer Base Analysis; Customer Heterogeneity; Coupons; Marketing; Race; Gender; Diversity; Customer Relationship Management; Marketing Communications; Advertising; Decision Making; Ethics; E-commerce; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; United States
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Israeli, Ayelet, and Eva Ascarza. "Artea Dashboard and Targeting Policy Evaluation." Harvard Business School Simulation 523-707, June 2023.
  • October 1996 (Revised April 1997)
  • Case

Tweeter etc.

By: John T. Gourville and George Wu
In the early 1990s, Tweeter etc., a small regional retailer of higher-end audio and video equipment, faced increasing competitive pricing pressures from several large regional and national consumer electronics chains. In response, in 1993, they introduced "Automatic... View Details
Keywords: Advertising; Customer Focus and Relationships; Price; Market Entry and Exit; Supply Chain Management; Competition; Electronics Industry; Retail Industry
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Gourville, John T., and George Wu. "Tweeter etc." Harvard Business School Case 597-028, October 1996. (Revised April 1997.)
  • November 2004
  • Tutorial

Principles of Microeconomics for Strategists

By: Felix Oberholzer-Gee, Pai-Ling Yin and Elizabeth Raabe
Reviews microeconomic principles from a business strategy perspective, using the digital music industry as context. Contains three modules: demand, supply, and equilibrium. The demand module discusses the willingness to pay, market demand, price elasticity, and... View Details
Keywords: Business Strategy; Supply and Industry; Demand and Consumers; Microeconomics; Balance and Stability; Price; Cost; Revenue; Music Industry
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"Principles of Microeconomics for Strategists." Harvard Business School Tutorial 705-801, November 2004.
  • Research Summary

Ray's current research is on technology platforms - how technology companies can platformize their technology offerings, how platforms impact competitive strategy and create pricing power, and how technology consumers interact with technologies that are platforms. View Details
  • January 2013 (Revised April 2017)
  • Supplement

Maxum Petroleum, Inc.

By: W. Carl Kester
Maxum seeks an oil-price hedging strategy that yields substantial cash during oil price spikes, is affordable under ordinary circumstances, and is easily managed. It is striving to avoid a repeat of the challenging situation encountered in 2008 when spiking oil prices... View Details
Keywords: Hedging; Options; Commodities; Credit Derivatives and Swaps; Risk Management; Futures and Commodity Futures; Financial Strategy; Volatility
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Kester, W. Carl. "Maxum Petroleum, Inc." Harvard Business School Spreadsheet Supplement 213-714, January 2013. (Revised April 2017.)
  • April 2008 (Revised March 2014)
  • Case

Flying J (A)

By: Rohit Deshpande and Lauren Barley
The largest retailer of diesel fuel in the U.S., Flying J, is rethinking its growth strategy as the economy goes into a recession. Its major customer base, owner-operated truck drivers, are facing increasing costs of doing business. Yet Flying J is considering whether... View Details
Keywords: Decision Choices and Conditions; Growth and Development Strategy; Price; Consumer Behavior; Non-Renewable Energy; Energy Industry; United States
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Deshpande, Rohit, and Lauren Barley. "Flying J (A)." Harvard Business School Case 508-074, April 2008. (Revised March 2014.)
  • December 2010 (Revised May 2011)
  • Case

Cola Wars Continue: Coke and Pepsi in 2010

By: David B. Yoffie and Renee Kim
Examines the industry structure and competitive strategy of Coca-Cola and Pepsi over 100 years of rivalry. The most intense battles of the cola wars were fought over the $74 billion CSD industry in the United States, where the average American consumes 46 gallons of... View Details
Keywords: Profit; Growth and Development Strategy; Industry Structures; Competitive Strategy; Food and Beverage Industry; United States
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Yoffie, David B., and Renee Kim. "Cola Wars Continue: Coke and Pepsi in 2010." Harvard Business School Case 711-462, December 2010. (Revised May 2011.)
  • January 1995
  • Case

Keller Fund's Option Investment Strategies, The

By: W. Carl Kester
A closed-end mutual fund's decision to study option trading provides an opportunity to study the profit profile and pricing of multiple option investment strategies (e.g., buy a call, buy a put, write a call, buy stock-write call, etc.). This case is designed to... View Details
Keywords: Investment Funds; Stock Options; Profit; Price; Strategy; Financial Services Industry
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Kester, W. Carl. "Keller Fund's Option Investment Strategies, The." Harvard Business School Case 295-096, January 1995.
  • June 2014
  • Simulation

Balanced Scorecard Simulation

By: V.G. Narayanan
In this multi-player simulation, students experience the benefits and challenges of using a scorecard to implement strategic initiatives and monitor firm performance. Small teams of students work together to choose a strategy for their company, create a strategy map,... View Details
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"Balanced Scorecard Simulation." Harvard Business School Simulation 114-701, June 2014.
  • January 1980 (Revised August 1986)
  • Case

General Electric vs. Westinghouse in Large Turbine Generators (A)

By: Michael E. Porter
Describes the U.S. large turbine generator industry in early 1963, a period of severe price cutting and depressed industry conditions. Presents data to allow a structural analysis of the industry and an analysis of the strategies of the major players since 1946. The... View Details
Keywords: Transformation; Customer Focus and Relationships; Machinery and Machining; Cost Management; Price; Management Analysis, Tools, and Techniques; Marketing Strategy; Industry Structures; Competition; Manufacturing Industry; United States
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Porter, Michael E. "General Electric vs. Westinghouse in Large Turbine Generators (A)." Harvard Business School Case 380-128, January 1980. (Revised August 1986.)
  • 16 Jul 2008
  • Op-Ed

What Should Employers Do about Health Care?

employers offer fitness programs and healthy menu choices in company cafeterias, sometimes at lower prices than the less healthy alternatives. To promote screening and management of chronic conditions, employers are moving to on-site... View Details
Keywords: by Michael E. Porter, Elizabeth O. Teisberg & Scott Wallace; Health
  • January 2015 (Revised October 2018)
  • Case

Dogs of the Dow

By: Malcolm Baker, Samuel G. Hanson and James Weber
This case describes the Dogs of the Dow investment strategy, value investing, and using dividend yields as a means to determine intrinsic value. It also describes exchange traded notes and a particular exchange traded note, known as the Dogs of the Dow, which tracks... View Details
Keywords: Dow Jones; Dow Jones Industrial Average; Exchange Traded Note; Exchange Traded Fund; Value Investing; Benjamin Graham; Investment Strategy; Dividend Yield; Intrinsic Value; Dividend Discount Model; Michael O'Higgins; Financial Instruments; Investment; Strategy; Financial Services Industry; United States
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Baker, Malcolm, Samuel G. Hanson, and James Weber. "Dogs of the Dow." Harvard Business School Case 215-020, January 2015. (Revised October 2018.)
  • 2010
  • Simulation

Marketing Simulation: Managing Segments and Customers

By: Das Narayandas
In this single-player simulation, students assume the position of CEO of a medical motor manufacturer and are tasked with executing a successful business-to-business marketing strategy over a period of twelve fiscal quarters. Students determine all aspects of the... View Details
Keywords: Marketing Strategy; Salesforce Management; Distribution Channels; Price; Product Positioning; Customer Relationship Management; Profit; Revenue; Cost vs Benefits; Policy; Manufacturing Industry
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Narayandas, Das. "Marketing Simulation: Managing Segments and Customers." Simulation and Teaching Note. Harvard Business Publishing, 2010. Electronic.
  • 05 Mar 2019
  • Working Paper Summaries

The Impacts of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment

Keywords: by Donald Ngwe, Kris J. Ferreira, and Thales Teixeira; Retail; Apparel & Accessories; Consumer Products
  • October 2023
  • Case

Leading Transformation at IHCL

By: Krishna G. Palepu, V.G. Narayanan and Malini Sen
In November 2017, Puneet Chhatwal, took charge as MD and CEO of IHCL, popularly referred to as the Taj Hotels. Despite being India’s largest hospitality company by market capitalization and respected for its values and service, IHCL had made losses for the last seven... View Details
Keywords: Turn Around Management; Hospitality Industry; Brand Management; Financial Strategy; Business Model; Restructuring; Asset Management; Leadership Style; Crisis Management; Brands and Branding; Product Positioning; Segmentation; Asia; India
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Palepu, Krishna G., V.G. Narayanan, and Malini Sen. "Leading Transformation at IHCL." Harvard Business School Case 124-041, October 2023.
  • 2018
  • Article

Threat of Platform-Owner Entry and Complementor Responses: Evidence from the Mobile App Market

By: Wen Wen and Feng Zhu
We examine how app developers on the Android mobile platform adjust their innovation efforts (rate and direction) and value-capture strategies in response to Google’s entry threat and actual entry into their markets. We find that, after Google’s entry threat increases,... View Details
Keywords: Platform-owner Entry; Entry Threat; Innovation; Complementors; Mobile App Industry; Digital Platforms; Mobile and Wireless Technology; Market Entry and Exit; Price; Innovation and Invention; Applications and Software
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Wen, Wen, and Feng Zhu. "Threat of Platform-Owner Entry and Complementor Responses: Evidence from the Mobile App Market." Strategic Management Journal 40, no. 9 (September 2019): 1336–1367.
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