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  • All HBS Web  (4,376)
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Site Credits - Bubbles, Panics & Crashes – Historical Collections – Harvard Business School

Services, Harvard Business School Digital Photography : Boston Photo Inc.; Imaging Services, Harvard College Library Editing : Julia Collins, Katherine Fox, Abigail Thompson Exhibition Design : Chris Danemayer, proun Design Exhibition... View Details
  • Forthcoming
  • Article

Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application

By: Flora Feng, Charis Li and Shunyuan Zhang
Peer-to-peer (P2P) marketplaces have seen exponential growth in recent years, featuring unique offerings from individual providers. However, scalable quantification of visual uniqueness and their impacts on platforms like Airbnb remain largely unexplored. We address... View Details
Keywords: Peer-to-peer Markets; Markets; Digital Platforms; AI and Machine Learning; Performance Effectiveness
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Feng, Flora, Charis Li, and Shunyuan Zhang. "Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application." Journal of Consumer Research (forthcoming). (Pre-published online April 8, 2025.)
  • March 2019
  • Case

Wattpad

By: John Deighton and Leora Kornfeld
How to run a platform to match four million writers of stories to 75 million readers? Use data science. Make money by doing deals with television and filmmakers and book publishers. The case describes the challenges of matching readers to stories and of helping writers... View Details
Keywords: Platform Businesses; Creative Industries; Publishing; Data Science; Machine Learning; Collaborative Filtering; Women And Leadership; Managing Data Scientists; Big Data; Recommender Systems; Digital Platforms; Information Technology; Intellectual Property; Analytics and Data Science; Publishing Industry; Entertainment and Recreation Industry; Canada; United States; Philippines; Viet Nam; Turkey; Indonesia; Brazil
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Deighton, John, and Leora Kornfeld. "Wattpad." Harvard Business School Case 919-413, March 2019.
  • Winter 2013
  • Article

The New Patent Intermediaries: Platforms, Defensive Aggregators and Super-Aggregators

By: Andrei Hagiu and David B. Yoffie
The patent market consists mainly of privately negotiated, bilateral transactions, either sales or cross-licenses, between large companies. There is no eBay, Amazon, New York Stock Exchange, or Kelley's Blue Book equivalent for patents, and when buyers and sellers do... View Details
Keywords: Intellectual Property; Platforms; Intermediaries; Aggregator; Patents; Digital Platforms; Marketplace Matching; Distribution Channels
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Hagiu, Andrei, and David B. Yoffie. "The New Patent Intermediaries: Platforms, Defensive Aggregators and Super-Aggregators." Journal of Economic Perspectives 27, no. 1 (Winter 2013): 45–66.
  • December 2010
  • Supplement

Ad Classification at Right Media — slide supplement

By: Benjamin Edelman
Right Media considers systems and policies to make sure that ads are only shown on web sites where they are appropriate, and vice versa. Setting standards is particularly challenging given the large and growing marketplace, the numerous participants, their diverse... View Details
Keywords: Media; Digital Marketing; Market Participation; Negotiation Tactics; Marketing Communications; Communication; Advertising Industry; Media and Broadcasting Industry
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Edelman, Benjamin. "Ad Classification at Right Media — slide supplement." Harvard Business School PowerPoint Supplement 911-038, December 2010.
  • July 28, 2022
  • Article

DAO Governance Attacks, and How to Avoid Them

By: Pranav Garimidi, Scott Duke Kominers and Tim Roughgarden
Many web3 projects embrace permissionless voting using a fungible and tradable native token. Permissionless voting can offer many benefits, from lowering barriers to entry to increasing competition. Token holders can use their tokens to vote on a range of issues—from... View Details
Keywords: Crypto Economy; Cryptocurrency; Governance; Voting; Decentralized Autonomous Organizations; Organizational Structure; Digital Platforms
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Garimidi, Pranav, Scott Duke Kominers, and Tim Roughgarden. "DAO Governance Attacks, and How to Avoid Them." a16zcrypto.com (July 28, 2022).
  • May 2017 (Revised May 2019)
  • Supplement

Intuit: QuickBooks (B)

By: David Yoffie and Nicole Tempest Keller
This short case updates the earlier Intuit case on transitioning from a product company into a platform company. In addition to providing information on the recent successes and challenges of the business, it also explores a new challenge of building a platform with a... View Details
Keywords: Platform; Strategic Transition; Strategy; Digital Platforms; Transition
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Yoffie, David, and Nicole Tempest Keller. "Intuit: QuickBooks (B)." Harvard Business School Supplement 717-513, May 2017. (Revised May 2019.)
  • 2012
  • Article

Antitrust Scrutiny of Google

By: Benjamin Edelman
I evaluate antitrust claims against Google and propose possible remedies. While Google's specific tactics are often novel, I show connections to practices deemed unlawful over a period of decades, and I identify remedies well grounded in antitrust precedent. View Details
Keywords: Competition; Antitrust; Google; Search; Non-price Terms; Digital Marketing; Lawsuits and Litigation; Advertising Industry; Information Technology Industry
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Edelman, Benjamin. "Antitrust Scrutiny of Google." Journal of Law 2, no. 2 (2012): 445–464.
  • Mar 17 2016
  • Testimonial

Dwyane Wade Goes One-on-One with Professor Elberse

  • Mar 04 2016
  • Testimonial

Finding a New Approach to Success

  • 25 Mar 2018
  • News

Modernizing Infrastructure Management

make it better. “So when I left HBS, I set out on the path to find a business to acquire. I was very fortunate that I found the company I did. gWorks got its start helping counties digitize all their county records into an interactive map... View Details
  • Fast Answer

FIELD Global Immersion Resources: Brazil

Use the tools on the right side of the results screen to refine your search Statista Digital Market Outlook: Brazil-specific statistics on ecommerce, View Details
  • 2025
  • Working Paper

Algorithmic Assortment Curation: An Empirical Study of Buybox in Online Marketplaces

By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
Most online sales worldwide take place in marketplaces that connect sellers and buyers. The presence of numerous third-party sellers leads to a proliferation of listings for each product, making it difficult for customers to choose between the available options. Online... View Details
Keywords: Algorithms; E-commerce; Sales; Digital Marketing; Internet and the Web; Customer Satisfaction
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Gallino, Santiago, Nil Karacaoglu, and Antonio Moreno. "Algorithmic Assortment Curation: An Empirical Study of Buybox in Online Marketplaces." Working Paper, 2025.
  • March 2020 (Revised June 2023)
  • Case

Scaling Nextdoor

By: Jeffrey F. Rayport, Thomas O. Jones and Jeff Huizinga
Nextdoor, striving to solidify its position as the leading global social media platform for neighborhoods, works to scale audience, geography, and revenue. View Details
Keywords: Platforms; Information Technology; Entrepreneurship; Growth and Development Strategy; Social Media; Digital Platforms
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Rayport, Jeffrey F., Thomas O. Jones, and Jeff Huizinga. "Scaling Nextdoor." Harvard Business School Case 820-097, March 2020. (Revised June 2023.)
  • January 2018
  • Case

Viacom: Democratization of Data Science

By: Shane Greenstein and Christine Snively
In two short years, Viacom’s Data Science & Advanced Analytics team built a web platform called Science Central that allowed employees from Viacom’s 20+ cable networks to access television audience insights through three data science apps. In the past, employees would... View Details
Keywords: Data Science; Big Data; Digital Platforms; Analytics and Data Science; Expansion; Strategic Planning
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Greenstein, Shane, and Christine Snively. "Viacom: Democratization of Data Science." Harvard Business School Case 618-016, January 2018.
  • September 2014 (Revised June 2016)
  • Case

edX: Strategies for Higher Education

By: David Collis, Matthew Shaffer and Ashley Hartman
In May 2012, Harvard University and the Massachusetts Institute of Technology (MIT) founded edX, a new non-profit joint venture that would provide a platform for massive open online courses (MOOCs). edX did not produce original courses or instructional content—it made... View Details
Keywords: MOOCS; edX; Online Platforms; Online Education; Harvard University; MIT; Execution; Monetization; Brand Management; Higher Education; Information Technology; Strategy; Disruptive Innovation; Digital Platforms; Education Industry
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Collis, David, Matthew Shaffer, and Ashley Hartman. "edX: Strategies for Higher Education." Harvard Business School Case 715-413, September 2014. (Revised June 2016.)
  • January 2014
  • Teaching Note

Dumb Ways To Die: Advertising Train Safety (A), (B) & (C)

By: John Quelch
Keywords: Advertising Media; Viral Advertising; Viral Marketing; Public Safety; Advertising; Marketing; Marketing Strategy; Internet and the Web; Digital Marketing; Media and Broadcasting Industry; Public Administration Industry; Oceania; Europe
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Quelch, John. "Dumb Ways To Die: Advertising Train Safety (A), (B) & (C)." Harvard Business School Teaching Note 514-082, January 2014.
  • Web

The Worker - The Human Factor – Baker Library | Bloomberg Center, Historical Collections

Production The Worker Chapter Introduction Chapter Images The Audience Bibliography The Worker: The Human Factor Baker Library | Historical Collections | Site Credits | Digital Accessibility Contact Email: histcollref@hbs.edu © President... View Details
  • Web

The Message - The Human Factor – Baker Library | Bloomberg Center, Historical Collections

Chapter Images The Product The Production The Worker The Audience Bibliography The Message: Confidence in Corporate America Baker Library | Historical Collections | Site Credits | Digital Accessibility Contact Email: histcollref@hbs.edu ©... View Details
  • 01 Mar 2010
  • News

Cyberposium 15

Last November’s Cyberposium, titled “Navigating the Digital Storm,” marked the fifteenth anniversary of what many call the premier on-campus tech gathering in the United States. Organized by the HBS student-run TechMedia Club, the event... View Details
Keywords: News, Library, Internet, and Other Services; Information; Management, Scientific, and Technical Consulting Services; Professional Services
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