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  • May 2018 (Revised February 2019)
  • Case

The Powers That Be (Internet Edition): Google, Apple, Facebook, Amazon, and Microsoft

By: Jeffrey F. Rayport, Julia Kelley and Nathaniel Schwalb
As of early 2018, five U.S. technology companies—Google, Apple, Facebook, Amazon, and Microsoft—were among the largest companies in the world. Similarly, three Chinese technology firms—Baidu, Alibaba, and Tencent, or BAT—had emerged as global players due in part to the... View Details
Keywords: Internet and the Web; Business Ventures; Customers; Analytics and Data Science; Safety; Corporate Strategy; Competitive Strategy; Technology Industry
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Rayport, Jeffrey F., Julia Kelley, and Nathaniel Schwalb. "The Powers That Be (Internet Edition): Google, Apple, Facebook, Amazon, and Microsoft." Harvard Business School Case 818-111, May 2018. (Revised February 2019.)
  • 24 Oct 2023
  • Research & Ideas

When Tech Platforms Identify Black-Owned Businesses, White Customers Buy

found that the program increased engagement with Black suppliers. “Technology companies can play a role in working toward racial equity,” explains Luca, who has been probing the role technology can play in creating a more inclusive... View Details
Keywords: by Jay Fitzgerald; Food & Beverage
  • October 2017 (Revised April 2019)
  • Case

Data Breach at Equifax

By: Suraj Srinivasan, Quinn Pitcher and Jonah S. Goldberg
The case discusses the events leading up to the massive data breach at Equifax, one of the three U.S. credit reporting companies, the organizational and governance issues that contributed to the breach, and the consequences of the breach. The case supplement provides... View Details
Keywords: Safety; Information Management; Cybersecurity; Technology Industry; United States
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Srinivasan, Suraj, Quinn Pitcher, and Jonah S. Goldberg. "Data Breach at Equifax." Harvard Business School Case 118-031, October 2017. (Revised April 2019.)
  • February 2010 (Revised June 2012)
  • Case

"Plugging In" the Consumer: The Adoption of Electrically Powered Vehicles in the U.S.

By: Elie Ofek and Polly Ribatt
How will U.S. consumers respond to the proliferation of alternative-fuel vehicles, such as cars powered partially or completely by electricity, in the coming decade? After a century in which fossil fuel-powered vehicles dominated the market, it appeared consumers would... View Details
Keywords: Energy Sources; Policy; Marketing; Demand and Consumers; Business and Government Relations; Natural Environment; Pollutants; Adoption; Auto Industry; United States
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Ofek, Elie, and Polly Ribatt. "Plugging In" the Consumer: The Adoption of Electrically Powered Vehicles in the U.S. Harvard Business School Case 510-076, February 2010. (Revised June 2012.)
  • July 2022
  • Supplement

Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Consumer Products Industry; Consumer Products Industry; United States
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Israeli, Ayelet. "Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Spreadsheet Supplement 523-705, July 2022.
  • July 2022
  • Teaching Note

eGrocery and the Role of Data and E-Commerce Analytics for CPG Firms

By: Ayelet Israeli
Teaching Note for HBS Case No. 521-077. View Details
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Consumer Products Industry; Consumer Products Industry; United States
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Israeli, Ayelet. "eGrocery and the Role of Data and E-Commerce Analytics for CPG Firms." Harvard Business School Teaching Note 523-012, July 2022.
  • 20 Nov 2017
  • Research & Ideas

How Independent Bookstores Have Thrived in Spite of Amazon.com

stores to 2,227. This surprising resurgence piqued the interest of Ryan Raffaelli, an assistant professor in the Organizational Behavior unit at Harvard Business School, who studies how mature organizations and industries faced with View Details
Keywords: by Carmen Nobel (with video by Amelia Kunhardt); Retail
  • January 2021 (Revised March 2021)
  • Exercise

E-Commerce Analytics for CPG Firms (A): Estimating Sales

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Estimation; Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Bricks And Mortar; Ecommerce; Direct-to-consumer; DTC; Analytics and Data Science; Sales; Marketing; E-commerce; Consumer Products Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (A): Estimating Sales." Harvard Business School Exercise 521-078, January 2021. (Revised March 2021.)
  • 2014
  • Working Paper

The Decoupling Effect of Digital Disruptors

By: Thales S. Teixeira and Peter Jamieson
While the Internet's first wave of disruption was marked by the unbundling of digital content, the second wave, decoupling, promises to generate more casualties in an even broader array of industries. Digital start-ups are disrupting traditional businesses by inserting... View Details
Keywords: Disruptive Innovation; Information Technology
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Teixeira, Thales S., and Peter Jamieson. "The Decoupling Effect of Digital Disruptors." Harvard Business School Working Paper, No. 15-031, October 2014.
  • Research Summary

Current Research

By: Leslie K. John

Professor John is a behavioral scientist who uses both laboratory and field experiments to investigate questions that are at the intersection of marketing, organizational behavior, and public policy.

Professor John’s work has been published in leading... View Details

  • Teaching Interest

Agribusiness Seminar - Executive Education

By: David E. Bell
In the agribusiness industry, every year brings new trends and challenges. While demand continues to grow, consumer needs shift, production challenges increase, and evolving technology impacts every part of the value chain. The complex... View Details
  • 29 Oct 2019
  • Sharpening Your Skills

Robots in the Boardroom

Advanced Technologies How telecom giant Vodafone incorporated big data, automation, and artificial intelligence to improve productivity while ensuring new opportunities for next-generation workers. Will Machine Learning Make You a Better... View Details
Keywords: by Sean Silverthorne
  • 17 Aug 2021
  • Research & Ideas

Can Autonomous Vehicles Drive with Common Sense?

machines have to make in the spur of the moment are at the heart of the discomfort consumers feel about autonomous cars, says De Freitas. It’s akin to the famous philosophical “trolley problem” in which a subject must decide to let a... View Details
Keywords: by Michael Blanding; Auto
  • February 2014 (Revised August 2016)
  • Case

Strava

By: Joseph B. Lassiter III, William A. Sahlman and Sid Misra
Strava is a new fast-growing social network for the avid cyclist and runner. The Strava case traces the entrepreneurial journey of two serial entrepreneurs who have been co-founders in a prior venture, and who have co-founded Strava 3 years ago. The protagonists must... View Details
Keywords: Entrepreneurship; Cycling; Biking; Running; Sports; Technology; Mobile App; Mobile; GPS; Motivation; Behavioral Science; Founders; Term Sheet; Investment; Terms; Silicon Valley; Lifestyle; Strava; Financing; Fundraising; Angel; Valuation; Growth; Forecast; Business Startups; Business Plan; Trends; Forecasting and Prediction; Decision Choices and Conditions; Corporate Entrepreneurship; Institutional Investing; Collaborative Innovation and Invention; Innovation Leadership; Innovation Strategy; Innovation and Management; Technological Innovation; Management Succession; Growth Management; Growth and Development Strategy; Market Timing; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; California; New England
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Lassiter, Joseph B., III, William A. Sahlman, and Sid Misra. "Strava." Harvard Business School Case 814-055, February 2014. (Revised August 2016.)
  • 02 Mar 2007
  • What Do You Think?

What Is the Government’s Role in US Health Care?

consumers (Hakan Hillerstrom). In addition to these issues, Elizabeth Benbrooks reminds us that (healthcare) "comes freighted with a host of fundamental moral, ethical, and emotional issues that simply don't exist for other industries."... View Details
Keywords: by Jim Heskett; Health
  • 2015
  • Book

Economic Analysis of the Digital Economy

By: Avi Goldfarb, Shane Greenstein and Catherine Tucker
As the cost of storing, sharing, and analyzing data has decreased, economic activity has become increasingly digital. But while the effects of digital technology and improved digital communication have been explored in a variety of contexts, the impact on economic... View Details
Keywords: Information Technology; Economics
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Goldfarb, Avi, Shane Greenstein and Catherine Tucker, eds. Economic Analysis of the Digital Economy. University of Chicago Press, 2015.
  • May 2004 (Revised March 2005)
  • Case

Instant Messaging

By: David B. Yoffie and Deborah Freier
Explores the usage and technology of instant messaging (IM). IM enables two or more users to communicate almost instantaneously over the Internet with short, private text messages. Most IM service providers chose to remain proprietary and, therefore, a user of most IM... View Details
Keywords: Network Effects; Standards; Communication Technology; Mobile and Wireless Technology; Internet and the Web; Web Services Industry
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Yoffie, David B., and Deborah Freier. "Instant Messaging." Harvard Business School Case 704-502, May 2004. (Revised March 2005.)
  • 01 Jul 2009
  • Working Paper Summaries

File-Sharing and Copyright

Keywords: by Felix Oberholzer-Gee & Koleman Strumpf; Technology; Technology
  • February 28, 2014
  • Article

A Better Route to Tech Standards

By: Josh Lerner and Jean Tirole
Technological standards are ubiquitous, whether they allow consumers to communicate seamlessly across wireless networks or manufacturers to procure goods across complex global supply chains. These standards—shaped by standard-setting organizations (SSOs) and... View Details
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Lerner, Josh, and Jean Tirole. "A Better Route to Tech Standards." Science 343, no. 6174 (February 28, 2014): 972–973.
  • July 2022
  • Supplement

Solution for E-Commerce Analytics for CPG Firms (C): Free Delivery Terms

By: Ayelet Israeli
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Consumer Products Industry; Consumer Products Industry; United States
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Israeli, Ayelet. "Solution for E-Commerce Analytics for CPG Firms (C): Free Delivery Terms." Harvard Business School Spreadsheet Supplement 523-706, July 2022.
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