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  • 06 May 2002
  • Research & Ideas

A Toolkit for Customer Innovation

collects revenue only after both the client and consumers are fully satisfied. R&D expenses could be just $1,000 for tweaking an existing flavor, but they could go as high as $300,000 for an entirely new family of flavors that require... View Details
Keywords: by Stefan Thomke & Eric Von Hippel
  • 01 Aug 2018
  • What Do You Think?

Are Free Trade and Free Markets Quaint Ideas From the Past?

consumers and workers, and the political realities of modern governments. That appears to be a central message conveyed by responses to this month’s column. Ian Brinkley raised the issue of shifting needs of trading partners as a problem... View Details
Keywords: by James Heskett
  • May 2021 (Revised February 2024)
  • Teaching Note

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

By: Ayelet Israeli and Jill Avery
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; 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; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Jill Avery. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Teaching Note 521-097, May 2021. (Revised February 2024.)
  • 18 May 2015
  • Research & Ideas

Advertisers Get Serious About Playing With Their Brands

talk or Kardashian talk and sometimes they go a little bit too far” Play involves both intentional interaction and turn-taking—and social media engagement between marketer and consumer certainly qualifies—making play an appropriate word... View Details
Keywords: by Dina Gerdeman; Advertising
  • Teaching Interest

Strategy and Technology

Overview

This course explores the unique aspects of creating effective management and investment strategies for technology-intensive businesses.  What are effective strategies for winning in markets with strong network effects?  How should... View Details

Keywords: Strategy; Technology
  • October 2024
  • Article

Sampling Bias in Entrepreneurial Experiments

By: Ruiqing Cao, Rembrand Koning and Ramana Nanda
Using data from a prominent online platform for launching new digital products, we document that ‘sampling bias’—defined as the difference between a startup’s target customer base and the actual sample on which early ‘beta tests’ are conducted—has a systematic and... View Details
Keywords: Target Market; Sampling Biases; Beta Testing; Product Launch; Entrepreneurship; Gender
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Cao, Ruiqing, Rembrand Koning, and Ramana Nanda. "Sampling Bias in Entrepreneurial Experiments." Management Science 70, no. 10 (October 2024): 7283–7307.
  • August 1993 (Revised April 1994)
  • Case

Flanders of Springfield

By: Arthur Schleifer Jr.
Flanders is a catalog merchandiser. Various decisions on catalog distribution policy, ordering and inventory policy, and catalog format design are considered. This was a final examination, and serves as a review for a number of topics in the course. View Details
Keywords: Decisions; Policy; Distribution; Product Design; Supply Chain; Mathematical Methods; Consumer Products Industry
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Schleifer, Arthur, Jr. "Flanders of Springfield." Harvard Business School Case 894-005, August 1993. (Revised April 1994.)
  • August 2020 (Revised May 2021)
  • Case

PayPal: The Next Chapter

By: Michael Porter, Mark Kramer and Annelena Lobb
Can a social purpose and stakeholder capitalism confer a powerful competitive advantage in the age of COVID-19? For PayPal, the answer is yes. After spinning off from eBay in a 2015 IPO, the company declared its purpose as "democratizing financial services" by ensuring... View Details
Keywords: Mission and Purpose; Finance; Business and Stakeholder Relations; Social Entrepreneurship; Competitive Advantage; Financial Services Industry
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Porter, Michael, Mark Kramer, and Annelena Lobb. "PayPal: The Next Chapter." Harvard Business School Case 721-378, August 2020. (Revised May 2021.)
  • March 1997
  • Background Note

Note on Customer Behavior

By: Gerald Zaltman
A review of selected key concepts that are useful for understanding customers. The importance of understanding customers is also discussed, along with a short description of new frontiers in the study of customer behavior. View Details
Keywords: Knowledge; Marketing; Consumer Behavior
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Zaltman, Gerald. "Note on Customer Behavior." Harvard Business School Background Note 597-057, March 1997.
  • 28 Jul 2009
  • First Look

First Look: July 28

  Working PapersNone this week   PublicationsAdverse Selection in Online 'Trust' Certifications Author:Benjamin Edelman Publication:Proceedings of ICEC'09 (forthcoming). ACM International Conference Proceeding Series Abstract Widely used... View Details
Keywords: Martha Lagace
  • 13 Oct 2015
  • First Look

October 13, 2015

consumer welfare if the internal content is inferior to organic search results. In this paper, we provide a legal and empirical analysis of this practice in the domain of online reviews. We first identify... View Details
  • 13 Oct 2010
  • Working Paper Summaries

Employee Selection as a Control System

Keywords: by Dennis Campbell; Banking
  • August 2024
  • Case

Quickmart: Sustaining Growth in a Challenging Economic Environment

By: Ramon Casadesus-Masanell and Kuria Kamau
In July 2023, Peter Kang’iri, the Chief Executive Officer (CEO) of Quickmart, Kenya’s second-largest retail chain, sat in his Nairobi office reviewing the company’s first half financial results before the weekly executive committee (EXCO) meeting. The company was in... View Details
Keywords: Distribution; Supply Chain; Logistics; Business Strategy; Expansion; Business Earnings; Growth and Development Strategy; Strategic Planning; Retail Industry; Food and Beverage Industry; Africa; Kenya; Nairobi
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Casadesus-Masanell, Ramon, and Kuria Kamau. "Quickmart: Sustaining Growth in a Challenging Economic Environment." Harvard Business School Case 725-363, August 2024.
  • July 2020
  • Teaching Note

Shindigz

By: Frank Cespedes
Teaching Note for HBS Case No. 819-010. Shindigz sells party and celebratory items through its branded direct online channel, third-party retail and wholesale channels, and online marketplaces. Shindigz has for decades successfully executed a premium-priced branded... View Details
Keywords: Ecommerce; Pricing; Price; Strategy; Decision Making; Distribution Channels; Brands and Branding; E-commerce; Consumer Products Industry
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Cespedes, Frank. "Shindigz." Harvard Business School Teaching Note 821-024, July 2020.
  • 25 May 2010
  • First Look

First Look: May 25

(revised) Authors:Itai Ashlagi, Benjamin G. Edelman, and Hoan Lee Abstract We model competing auctions for online advertising, with attention to the participation costs that limit advertisers' interest in using small ad platforms. When... View Details
Keywords: Martha Lagace
  • 02 Feb 2015
  • Research & Ideas

Disruptors Sell What Customers Want and Let Competitors Sell What They Don’t

forcing those who watch the show to watch the ad. Some of the hottest battles are being fought over showrooming—the practice whereby consumers visit a store to check out items in person before buying cheaper View Details
Keywords: by Michael Blanding
  • July 1996 (Revised June 1998)
  • Case

Gillette Indonesia

By: John A. Quelch
The country manager of Gillette Indonesia is reviewing his 1996 marketing plan and considering whether the pace of market development and mix of product sales can be impacted by the level and type of Gillette expenditures in the market. View Details
Keywords: Marketing Strategy; Multinational Firms and Management; Emerging Markets; Forecasting and Prediction; Product Marketing; Consumer Products Industry; Consumer Products Industry; Indonesia
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Quelch, John A., and Diane Long. "Gillette Indonesia." Harvard Business School Case 597-009, July 1996. (Revised June 1998.)
  • January 2010 (Revised April 2011)
  • Case

Google Inc.

By: Benjamin Edelman and Thomas R. Eisenmann
Describes Google's history, business model, governance structure, corporate culture, and processes for managing innovation. Reviews Google's recent strategic initiatives and the threats they pose to Yahoo, Microsoft, and others. Asks what Google should do next. One... View Details
Keywords: Digital Marketing; Business Model; Growth and Development Strategy; Network Effects; Mission and Purpose; Expansion; Internet and the Web; Information Technology Industry
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Edelman, Benjamin, and Thomas R. Eisenmann. "Google Inc." Harvard Business School Case 910-036, January 2010. (Revised April 2011.) (Winner of ECCH 2011 Award for Outstanding Contribution to the Case Method - Strategy and General Management.)
  • 02 Aug 2011
  • Working Paper Summaries

To Groupon or Not to Groupon: The Profitability of Deep Discounts

Keywords: by Benjamin Edelman, Sonia Jaffe & Scott Duke Kominers; Retail; Technology
  • 2010
  • Working Paper

Advertising Disclosures: Measuring Labeling Alternatives in Internet Search Engines

By: Benjamin Edelman and Duncan S. Gilchrist
In an online experiment, we measure users' interactions with search engines, both in standard configurations and in modified versions with clearer labels identifying search engine advertisements. In particular, for a random subset of users, we change "Sponsored links"... View Details
Keywords: Online Advertising; Interactive Communication; Corporate Disclosure; Labels; Marketing Strategy; Consumer Behavior; Internet; Search Technology
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Edelman, Benjamin, and Duncan S. Gilchrist. "Advertising Disclosures: Measuring Labeling Alternatives in Internet Search Engines." Harvard Business School Working Paper, No. 11-048, November 2010. (Revised January 2011, January 2012.)
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