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  • March 2016
  • Case

M-Pesa: Financial Inclusion in Kenya

By: Rajiv Lal, Lisa Cox and Sarah McAra
M-Pesa, a mobile money transfer service launched in 2007 in Kenya by telecommunications company Safaricom, allowed people to send money via mobile messaging to contacts, such as friends and family, or even to pay for goods and services, such as groceries or a taxi... View Details
Keywords: Mobile Money Transfer; Market Transactions; Emerging Markets; Developing Countries and Economies; Mobile and Wireless Technology; Telecommunications Industry; Kenya
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Lal, Rajiv, Lisa Cox, and Sarah McAra. "M-Pesa: Financial Inclusion in Kenya." Harvard Business School Case 516-011, March 2016.
  • 11 Mar 2015
  • Research & Ideas

How Do You Grade Out as a Negotiator?

understanding others' needs and creatively forging compromises. In Schwartz terminology, they tend to be "satisficers" who are generally content with the outcome of a negotiation that meets basic criteria,... View Details
Keywords: by Michael Blanding
  • 2007
  • Working Paper

Platform Envelopment

By: Thomas Eisenmann, Geoffrey Parker and Marshall Van Alstyne
Due to network effects and switching costs in platform markets, entrants generally must offer revolutionary functionality. We explore a second entry path that does not rely upon Schumpeterian innovation: platform envelopment. Through envelopment, a provider in one... View Details
Keywords: Digital Platforms; Market Entry and Exit; Network Effects
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Eisenmann, Thomas, Geoffrey Parker, and Marshall Van Alstyne. "Platform Envelopment." Harvard Business School Working Paper, No. 07-104, June 2007. (Revised September 2008, October 2009, July 2010.)
  • 19 Sep 2023
  • HBS Case

How Will the Tech Titans Behind ChatGPT, Bard, and LLaMA Make Money?

of computing we've lived through in the past. The key insight is that the variable cost of delivering generative AI to an end user is not zero which means we can't necessarily be handing out future... View Details
Keywords: by Ben Rand; Technology; Information Technology
  • 09 Jan 2024
  • In Practice

Harnessing AI: What Businesses Need to Know in ChatGPT’s Second Year

complex issues. This efficiency in content creation not only accelerates innovation but also opens up new avenues for strategic problem-solving. So, what role should humans play? Generative AI’s strength is... View Details
Keywords: by Rachel Layne; Information Technology
  • 22 Nov 2023
  • Research & Ideas

Humans vs. Machines: Untangling the Tasks AI Can (and Can't) Handle

Knowing when to use artificial intelligence and when to rely on the human mind is a shifting fine line, one delineated by new research that shows considerable benefit and speed from generative AI—if it’s applied to the right tasks. What... View Details
Keywords: by Rachel Layne; Information Technology; Technology
  • 27 Jul 2009
  • Research & Ideas

Social Network Marketing: What Works?

are more influenced by social pressure than others. Can you discuss the distinctions among user groups and how they influence buying? A: We found three distinct groups. Low-status members (48 percent of the View Details
Keywords: by Sarah Jane Gilbert; Advertising; Publishing; Retail
  • 2022
  • Case

Tesla's Battery Supply Chain: A Growing Concern

By: Andrew J. Hoffman
In October 2021, the fictional vice president of supply chain sustainability at Tesla is working on finding the best way to achieve Tesla's goal of 100% recycling for the batteries in its electric vehicles (EVs) as they reach their end of life. A major challenge in... View Details
Keywords: Supply Chain Management; Environmental Sustainability; Corporate Social Responsibility and Impact; Governance Compliance; Metals and Minerals; Auto Industry
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Hoffman, Andrew J. "Tesla's Battery Supply Chain: A Growing Concern." William Davidson Institute Case 9-884-554, 2022.
  • 07 Nov 2014
  • Working Paper Summaries

Do Experts or Collective Intelligence Write with More Bias? Evidence from Encyclopædia Britannica and Wikipedia

Keywords: by Shane Greenstein & Feng Zhu; Information; Publishing
  • August 2019 (Revised February 2020)
  • Teaching Note

Sidewalk Labs: Privacy in a City Built from the Internet Up

By: Leslie John and Mitch Weiss
Email mking@hbs.edu for a courtesy copy.

The case serves as a microcosm of issues of digital privacy: the availability of data – personal data in particular – has tremendous potential to improve people’s lives... View Details
Keywords: Privacy; Privacy By Design; Privacy Regulation; Platforms; Data; Data Security; Behavioral Science; Analytics and Data Science; Safety; Entrepreneurship; Business and Government Relations; Consumer Behavior; Digital Platforms
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John, Leslie, and Mitch Weiss. "Sidewalk Labs: Privacy in a City Built from the Internet Up." Harvard Business School Teaching Note 820-023, August 2019. (Revised February 2020.) (Email mking@hbs.edu for a courtesy copy.)
  • March 2011
  • Background Note

Customer Loyalty Schemes in the Retail Sector

By: Jose B. Alvarez and Aldo Sesia
Customer loyalty schemes (or programs) are explicit efforts by retailers to gain long-term patronage from customers. Loyalty schemes are developed for a variety of reasons: to reward loyal customers, to generate more robust information about customer behavior, to... View Details
Keywords: Customer Relationship Management; Consumer Behavior; Business Strategy; Retail Industry; United Kingdom; United States
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Alvarez, Jose B., and Aldo Sesia. "Customer Loyalty Schemes in the Retail Sector." Harvard Business School Background Note 511-077, March 2011.
  • October 2021
  • Article

Can Self-Regulation Save Digital Platforms?

By: Michael A. Cusumano, Annabelle Gawer and David B. Yoffie
This article explores some of the critical challenges facing self-regulation and the regulatory environment for digital platforms. We examine several historical examples of firms and industries that attempted self-regulation before the Internet. All dealt with similar... View Details
Keywords: Self-regulation; Government Regulation; Digital Platforms; Governing Rules, Regulations, and Reforms
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Cusumano, Michael A., Annabelle Gawer, and David B. Yoffie. "Can Self-Regulation Save Digital Platforms?" Industrial and Corporate Change 30, no. 5 (October 2021): 1259–1285.
  • 21 Feb 2012
  • First Look

First Look: Feb. 21

information is a central determinant of a firm's demand function, even for purchases as large as college attendance. When Do User Innovators Start Firms? A Theory of User Entrepreneurship Authors:Sonali Shah... View Details
Keywords: Sean Silverthorne
  • April 2019 (Revised April 2021)
  • Case

Wayfair

By: Jeffrey F. Rayport, Susie L. Ma and Matthew G. Preble
In 2016 Niraj Shah and Steve Conine, founders of online home goods retailer Wayfair, are faced with a decision about how to improve user experience on their e-commerce sites. A key driver of consumer interest and conversion to purchase in the home category is visual... View Details
Keywords: Visual Assets; Corporate Entrepreneurship; Decision Making; Business or Company Management; Growth Management; Innovation and Invention; Operations; Strategy; Technology; Retail Industry; Service Industry; United States; Massachusetts
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Rayport, Jeffrey F., Susie L. Ma, and Matthew G. Preble. "Wayfair." Harvard Business School Case 819-045, April 2019. (Revised April 2021.)
  • September 2010
  • Case

Angie's List

Angie's List is a paid subscription-based service that gives consumers online access to member-submitted reviews of plumbers, electricians, and other home service providers. Customer and revenue growth are strong, but customer acquisition costs are high and the company... View Details
Keywords: Internet and the Web; Price; Competitive Advantage; Product Launch; Service Industry; United States
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Weaver, Ray. "Angie's List." Harvard Business School Case 511-063, September 2010.
  • 2018
  • Working Paper

Need for Speed: The Impact of Website Performance on Online Retail

By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
The share of e-commerce sales is rapidly increasing and so are the associated losses generated by website outages and slow websites. We leverage novel retail and website performance data to investigate the impact of website performance on online sales. This question is... View Details
Keywords: Online Retail; Quasi-experiments; Abandonment; Synthetic Control; Internet and the Web; Performance; Service Operations
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Gallino, Santiago, Nil Karacaoglu, and Antonio Moreno. "Need for Speed: The Impact of Website Performance on Online Retail." Working Paper, October 2018.
  • October 2008
  • Case

TripIt: The Traveler's Agent

By: Lynda M. Applegate, Gabriele Piccoli and Kathryn Brohman
In July 2008, the co-founders of TripIt, a free online travel organizer that aggregated travelers' bookings from many top travel websites, had recently secured $5.1 million in new financing. While the co-founders believed that their company offered travelers a unique... View Details
Keywords: Entrepreneurship; Investment; Profit; Revenue; Growth and Development Strategy; Competition; Internet; Travel Industry
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Applegate, Lynda M., Gabriele Piccoli, and Kathryn Brohman. "TripIt: The Traveler's Agent." Harvard Business School Case 809-059, October 2008.
  • December 2014 (Revised May 2015)
  • Case

Growth Hacking at Bazaart (A)

By: Jeffrey Bussgang and Matthew G. Preble
The four founding members of Bazaart—a young Israeli company whose sole product was its eponymous mobile application (app) which allowed users to create collages from photographs and other images—face an important strategic decision in June 2014. Since its founding... View Details
Keywords: Growth Hacking; Customer Acquisition; Startup Marketing; Startup; Startup Nation; Business Startups; Growth and Development Strategy; Customers; Marketing; Social Marketing; Fashion Industry; Technology Industry; Israel
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Bussgang, Jeffrey, and Matthew G. Preble. "Growth Hacking at Bazaart (A)." Harvard Business School Case 815-001, December 2014. (Revised May 2015.)
  • 02 Mar 2016
  • What Do You Think?

Is Apple’s Real Privacy Challenge Technology Innovation Itself?

can access contents on an alleged terrorist’s iPhone has generated a vigorous debate with daily developments. As they say, this is a big deal. It raises critical questions. Apple argues that doing what the... View Details
Keywords: by James Heskett; Technology
  • August 1987 (Revised June 1989)
  • Background Note

Note on Financial Contracting: ""Deals""

By: William A. Sahlman
Describes the issues involved in designing and evaluating financial contracts between users and suppliers of capital and between companies and employees. A simple conceptual framework is introduced and some critical issues addressed: 1) How is cash allocated? 2) How is... View Details
Keywords: Contracts; Framework; Problems and Challenges; Corporate Finance
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Sahlman, William A. Note on Financial Contracting: ""Deals"". Harvard Business School Background Note 288-014, August 1987. (Revised June 1989.)
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