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- All HBS Web
(992)
- People (1)
- News (185)
- Research (588)
- Events (7)
- Multimedia (4)
- Faculty Publications (231)
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- 2019
- Article
More Amazon Effects: Online Competition and Pricing Behaviors
By: Alberto Cavallo
I study how online competition, with its shrinking margins, algorithmic pricing technologies, and the transparency of the web, can change the pricing behavior of large retailers in the U.S. and affect aggregate inflation dynamics. In particular, I show that in the past... View Details
Keywords: Amazon; Online Prices; Inflation; Uniform Pricing; Price Stickiness; Monetary Economics; Economics; Macroeconomics; Inflation and Deflation; System Shocks; United States
Cavallo, Alberto. "More Amazon Effects: Online Competition and Pricing Behaviors." Jackson Hole Economic Symposium Conference Proceedings (Federal Reserve Bank of Kansas City) (2019).
- 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
Brown, Zach Y., and Alexander J. MacKay. "Competition in Pricing Algorithms." American Economic Journal: Microeconomics 15, no. 2 (May 2023): 109–156.
- 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
Brown, Zach Y., and Alexander J. MacKay. "Are Online Prices Higher Because of Pricing Algorithms?" Brookings Series: The Economics and Regulation of Artificial Intelligence and Emerging Technologies (July 7, 2022).
- 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
- 2014
- Working Paper
Search Diversion and Platform Competition Online Appendix
By: Andrei Hagiu and Bruno Jullien
Hagiu, Andrei, and Bruno Jullien. "Search Diversion and Platform Competition Online Appendix." Harvard Business School Working Paper, No. 14-072, February 2014.
- 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
Zhang, Lingling, and Doug J. Chung. "Price Bargaining and Competition in Online Platforms: An Empirical Analysis of the Daily Deal Market." Marketing Science 39, no. 4 (July–August 2020): 687–706.
- 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
Hagiu, Andrei, and Hermes Alvarez. "Investing in Online Marketplaces." Harvard Business School Case 714-520, June 2014. (Revised November 2014.)
- 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
Iansiti, Marco. "The Value of Data and Its Impact on Competition." Harvard Business School Working Paper, No. 22-002, July 2021.
- 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
Rangan, V. Kasturi, and Marie Bell. "Dell Online." Harvard Business School Case 598-116, March 1998. (Revised March 1999.)
- 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
Israeli, Ayelet, and Anne Wilson. "Headspace vs. Calm: A Mindful Competition." Harvard Business School Case 521-102, May 2021. (Revised May 2022.)
- April 1998
- Case
E! Online (A): www.eonline.com
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
Rayport, Jeffrey F., Carrie Ardito, and Dickson Louie. "E! Online (A): www.eonline.com." Harvard Business School Case 898-010, April 1998.
- 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
Applegate, Lynda M., Jamie Ladge, Haruki Umezawa, and Masako Egawa. "Online Securities Trading in Japan." Harvard Business School Background Note 804-054, October 2003. (Revised January 2004.)
- 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
Yao, Dennis A., Francisco Pizarro Beleza Rodrigues Queiro, and Julia Rozovsky. "CBS and Online Video." Harvard Business School Case 709-447, November 2008. (Revised February 2010.)
- April 2009 (Revised December 2015)
- Case
Dot.com: Online Pet Retailing
By: Tom Nicholas and David Chen
From 1995 to 1999, the U.S. experienced a period of tremendous growth in its information technology (IT) sector. The IT industry, although it accounted for less than 10% of the U.S. economy's total output, contributed disproportionately to economic growth. One market... View Details
Keywords: Entrepreneurship; Price Bubble; Growth and Development Strategy; Failure; Competitive Strategy; Online Technology; Retail Industry
Nicholas, Tom, and David Chen. "Dot.com: Online Pet Retailing." Harvard Business School Case 809-117, April 2009. (Revised December 2015.)
- August 2020 (Revised March 2021)
- Case
Migros Turkey: Scaling Online Operations (A)
By: Antonio Moreno and Gamze Yucaoglu
The case opens in November 2019 as Ozgur Tort and Mustafa Bartin, CEO and chief large-format and online retail officer of Migros Ticaret A.S. (Migros), Turkey’s oldest and one of its largest supermarket chains, are contemplating what the best fulfillment format and... View Details
Keywords: Retail; Grocery; Business Model; Emerging Markets; For-Profit Firms; Strategy; Digital Platforms; Information Technology; Technology Adoption; Value Creation; Globalization; Competition; Expansion; Logistics; Profit; Resource Allocation; Corporate Strategy; Turkey
Moreno, Antonio, and Gamze Yucaoglu. "Migros Turkey: Scaling Online Operations (A)." Harvard Business School Case 621-026, August 2020. (Revised March 2021.)
- Research Summary
Platform Competition
Technology has challenged the underlying foundations of business, and firms must evaluate and change strategies accordingly. Professor Halaburda studies the interaction of technology and economic theory, and her findings indicate that conventional wisdom and rules... View Details
- May 2021 (Revised February 2025)
- Teaching Note
Migros Turkey: Scaling Online Operations
By: Antonio Moreno and Anibha Singh
Teaching Note for HBS Case Nos. 621-026, 621-027, and 621-062. As Migros, one of Turkey’s largest grocery chains, forays into online groceries, the company faces operational challenges related to inventory management, fulfillment and last mile delivery and strategics... View Details
- 2016
- Working Paper
The Empirical Economics of Online Attention
By: Andre Boik, Shane Greenstein and Jeffrey Prince
In several markets, firms compete not for consumer expenditure but instead for consumer attention. We model and characterize how households allocate their scarce attention in arguably the largest market for attention: the Internet. Our characterization of household... View Details
Keywords: Internet and the Web; Competition; Behavior; Resource Allocation; Household; Cognition and Thinking
Boik, Andre, Shane Greenstein, and Jeffrey Prince. "The Empirical Economics of Online Attention." NBER Working Paper Series, No. 22427, July 2016.
- May 2021 (Revised August 2021)
- Supplement
Migros Turkey: Scaling Online Operations
By: Antonio Moreno and Anibha Singh
As Migros, one of Turkey’s largest grocery chains, forays into online groceries, the company faces operational challenges related to inventory management, fulfillment and last mile delivery and strategics questions related to growing in an ecosystem with rapidly... View Details
- November 2000 (Revised May 2002)
- Case
FleetBoston Financial: Online Banking
By: Frances X. Frei and Hanna Rodriguez-Farrar
As the ninth largest bank holding company in the United States in 2000, FleetBoston Financial Corp. provided a myriad of financial services, including retail banking, loan origination, and brokerage accounts. This case explores how FleetBoston responded to the Internet... View Details
Keywords: Business Model; Borrowing and Debt; Cost Management; Banks and Banking; Consumer Behavior; Service Operations; Competition; Online Technology; Banking Industry; United States
Frei, Frances X., and Hanna Rodriguez-Farrar. "FleetBoston Financial: Online Banking." Harvard Business School Case 601-042, November 2000. (Revised May 2002.)