Publications

May 2023
Article

Competition in Pricing Algorithms

By: Zach Y. Brown and Alexander J. MacKay

We document new facts about pricing technology using high-frequency data, and we examine the implications for competition. Some online retailers employ technology that allows for more frequent price changes and automated responses to price changes by rivals. Motivated... View Details

Keywords: Pricing Algorithms; Pricing Frequency; Commitment; Online Competition; Price; Information Technology; Competition

July 7, 2022
Other Article

Are Online Prices Higher Because of Pricing Algorithms?

By: Zach Y. Brown and Alexander J. MacKay

This article reviews recent work examining pricing strategies of major online retailers and the potential effects of pricing algorithms. We describe how pricing algorithms can lead to higher prices in a number of ways, even if some characteristics of these algorithms... View Details

Keywords: Pricing Algorithms; Online Marketplace; Digital Strategy; Internet and the Web; Retail Industry

09 Dec 2015
Research Event

When Hosts Attack: The Competitive Threat of Online Platforms

the competitive landscape of platforms, Zhu delved into data from Amazon.com, which serves both as the biggest online retailer in the United States and as a platform on which third-party retailers can sell... View Details

Keywords: by Carmen Nobel; Retail; Technology; Web Services

2014
Working Paper

Search Diversion and Platform Competition Online Appendix

By: Andrei Hagiu and Bruno Jullien

July–August 2020
Article

Price Bargaining and Competition in Online Platforms: An Empirical Analysis of the Daily Deal Market

By: Lingling Zhang and Doug J. Chung

The prevalence of online platforms opens new doors to traditional businesses for customer reach and revenue growth. This research investigates platform choice in a setting where prices are determined by negotiations between platforms and businesses. We compile a unique... View Details

Keywords: Business-to-business Marketing; Platform Competition; Two-Sided Markets; Price Bargaining; Daily Deals; Structural Model; Digital Platforms; Competition; Price; Negotiation

Find at Harvard

June 2014 (Revised November 2014)
Case

Investing in Online Marketplaces

By: Andrei Hagiu and Hermes Alvarez

Simon Rothman had recently been promoted from executive-in-residence to Partner at esteemed venture capital firm Greylock Partners and placed in charge of managing a $100 million early-stage fund commitment dedicated to online marketplaces. In Greylock's view, 2014 was... View Details

Keywords: Business Models; Competitive Advantage; Entrepreneurship; Internet; Investments; Networks; Technology; Venture Capital

2021
Working Paper

The Value of Data and Its Impact on Competition

By: Marco Iansiti

Common regulatory perspective on the relationship between data, value, and competition in online platforms has increasingly centered on the volume of data accumulated by incumbent firms. This view posits the existence of "data network effects," where more data leads to... View Details

Keywords: Online Platforms; Data Network Effects; Analytics and Data Science; Value; Competition; Digital Platforms

SSRN

March 1998 (Revised March 1999)
Case

Dell Online

By: V. Kasturi Rangan and Marie Bell

Dell started online commerce for its PCs in 1996, and by 1997 had achieved a sales rate of $3 million a day. The case describes the internal process that led to these dramatic results and poses the question of how the firm should leverage this activity to meet Michael... View Details

Keywords: Consumer Behavior; Market Transactions; Goals and Objectives; Business Processes; Distribution Channels; Internet and the Web; Information Infrastructure; Competitive Advantage; Computer Industry; Retail Industry

The prevalence of online platforms opens new doors to traditional businesses for customer reach and revenue growth. This research investigates platform competition in a setting where prices are determined by negotiations between platforms and businesses. We compile a... View Details

Web

Strategy Execution Online Course | HBS Online

Participant What You Earn Certificate of Completion Boost your resume with a Certificate of Completion from HBS Online Earn by: completing this course Certificate of Specialization Prove your mastery of strategy or leadership and... View Details

May 2021 (Revised May 2022)
Case

Headspace vs. Calm: A Mindful Competition

By: Ayelet Israeli and Anne Wilson

By 2021, the mindfulness app wars reached their apex. Over 2,000 meditation apps were available to consumers, but two apps, Headspace and Calm, dominated the space, jointly holding about 70% of the total market. Headspace had established itself as the approachable... View Details

Keywords: Marketing Communication; Integrated Strategy; Brand; Brand ＆ Product Management; Brand Communication; Brand Differentiation; Brand Building; Brand Management; E-Commerce Strategy; Ecommerce; App; App Development; Applications; COVID; COVID-19; Pandemic; Pricing; Pricing Strategy; Subscription Model; Subscription; Partnerships; Strategic Partnerships; B2B Vs. B2C; B2B; Health ＆ Wellness; Wellbeing; Digitization; Commoditization; Mobile App; Mobile App Industry; Mobile Healthcare; Mobile Marketing; Digital Brand; Digital Health; Consumer Health; Apps; Online Business; Online Competition; Online Community; Online Entertainment; Entertainment And Leisure; Meditation; Marketing; Marketing Communications; Brands and Branding; Price; Strategy; Competition; Competitive Strategy; Competitive Advantage; Partners and Partnerships; Health; Well-being; Mobile and Wireless Technology; Communication; Communication Strategy; Disruption; Consumer Behavior; Digital Marketing; E-commerce; Applications and Software; Health Industry; Technology Industry; Communications Industry; United States; North America; United Kingdom

April 1998
Case

E! Online (A): www.eonline.com

By: Jeffrey F. Rayport

E! Online is the on-line brand extension of the cable-TV channel dedicated to entertainment news. E! Online must compete with other entertainment sites on the web, as well as create synergy between E! Online and E! Entertainment Television in order to build a... View Details

Keywords: Competition; Internet and the Web; Service Operations; Television Entertainment; Brands and Branding; Entertainment and Recreation Industry

Find at Harvard

November 2008 (Revised February 2010)
Case

CBS and Online Video

By: Dennis A. Yao, Francisco Pizarro Beleza Rodrigues Queiro and Julia Rozovsky

In late March 2007, CBS faces an important decision about its online video strategy. A just-announced joint online distribution venture between NBC Universal and News Corporation (Fox) is the impetus for this decision. Should CBS join forces with this new venture, come... View Details

Keywords: Joint Ventures; Distribution; Business Strategy; Competitive Strategy; Cooperation; Online Technology; Media and Broadcasting Industry

October 2003 (Revised January 2004)
Background Note

Online Securities Trading in Japan

By: Lynda M. Applegate, Jamie Ladge, Haruki Umezawa and Masako Egawa

Provides an overview of the Japanese securities industry and discusses how the online trading/brokerage industry grew as a result of deregulation of financial markets and penetration of the Internet in Japan. Describes major players in the online industry--Matsui... View Details

Keywords: Internet and the Web; Competitive Strategy; Emerging Markets; Financial Markets; Business Strategy; Financial Instruments; Globalized Markets and Industries; Internet and the Web; Japan