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  • 07 Jun 2010
  • Research & Ideas

Improving Brand Recognition in TV Ads

Advertisers pay millions of dollars to air TV ads that, by some estimates, more than a third of viewers skip over with digital VCRs or by switching channels or tuning out altogether. New research by HBS professor Thales S. Teixeira offers... View Details
Keywords: by Julia Hanna; Media & Broadcasting; Entertainment & Recreation
  • June 2023
  • Simulation

Artea Dashboard and Targeting Policy Evaluation

By: Ayelet Israeli and Eva Ascarza
Companies deploy A/B experiments to gain valuable insights about their customers in order to answer strategic business problems. In marketing, A/B tests are often used to evaluate marketing interventions intended to generate incremental outcomes for the firm. The Artea... View Details
Keywords: Algorithm Bias; Algorithmic Data; Race And Ethnicity; Experimentation; Promotion; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analysis; Data Analytics; E-Commerce Strategy; Discrimination; Targeted Advertising; Targeted Policies; Pricing Algorithms; A/B Testing; Ethical Decision Making; Customer Base Analysis; Customer Heterogeneity; Coupons; Marketing; Race; Gender; Diversity; Customer Relationship Management; Marketing Communications; Advertising; Decision Making; Ethics; E-commerce; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; United States
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  • September 2006 (Revised January 2007)
  • Background Note

Where to Get Your News and Information: The Digital Disruption

By: Stephen P. Bradley and Nancy Bartlett
What is the response by traditional news and information deliverers (newspapers and television networks) to declining audiences as media consumption moves to the digital medium? Provides a view of the news industry in mid-2006 and discusses the impact of an... View Details
Keywords: News; Media; Emerging Markets; Internet and the Web; Disruption; Perspective; Advertising; Journalism and News Industry
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  • 14 Jan 2010
  • Working Paper Summaries

Optimal Auction Design and Equilibrium Selection in Sponsored Search Auctions

Keywords: by Benjamin G. Edelman & Michael Schwarz
  • Article

Rethinking the Profession Formerly Known as Advertising: How Data Science Is Disrupting the Work of Agencies

By: John A. Deighton
The article discusses the notion of advertising as a profession in relation to the impact of digital analytics and data-driven marketing. Topics include the history of internet marketing, the investments of the content-driven internet firms Facebook Inc. and Google... View Details
Keywords: Data Science; Digital Marketing; Marketing; Internet and the Web; Analytics and Data Science; Disruption
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  • 09 Jan 2020
  • Book

Rethinking Business Strategy in the Age of AI

more akin to an Apple, a Tesla, or a Nest, or a GoPro—where it’s a consumer product that has the foundation of sexy hardware technology and sexy software technology,” he is quoted in a book published today, Competing in the Age of AI:... View Details
Keywords: by Dina Gerdeman
  • November–December 2022
  • Article

The Value of Descriptive Analytics: Evidence from Online Retailers

By: Ron Berman and Ayelet Israeli
Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic difference-in-differences method to analyze the staggered adoption of a retail analytics dashboard by more than 1,500 e-commerce websites, and we find an... View Details
Keywords: Descriptive Analytics; Big Data; Synthetic Control; E-commerce; Online Retail; Difference-in-differences; Martech; Internet and the Web; Analytics and Data Science; Performance; Marketing; Retail Industry
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  • March 2009 (Revised September 2013)
  • Case

Yelp

By: Mikolaj Jan Piskorski, David Chen and Aaron Smith
Yelp was a popular online destination for reviews of local establishments, written by volunteer Internet users and read by 60 million people per month. However, the company was far from profitable. The CEO needs to decide between two options to increase the revenue.... View Details
Keywords: Digital Marketing; Business Model; Profit; Revenue; Marketing Strategy; Sales; Internet and the Web; Advertising Industry
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  • 2021
  • Working Paper

The Value of Descriptive Analytics: Evidence from Online Retailers

By: Ron Berman and Ayelet Israeli
Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic difference-in-differences method to analyze the staggered adoption of a retail analytics dashboard by more than 1,500 e-commerce websites, and we find an... View Details
Keywords: Descriptive Analytics; Big Data; Synthetic Control; E-commerce; Online Retail; Difference-in-differences; Martech; Internet and the Web; Analytics and Data Science; Performance; Retail Industry
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  • 18 Jun 2001
  • Research & Ideas

Tech Investment the Wise Way

Excerpted with permission from "The Dual Edged Role of the Business Model in Leveraging Corporate Technology Investments," in Taking Technical Risks: How Innovators, Executives, and Investors Manage High Tech Risks, article ©... View Details
Keywords: by Henry Chesbrough & Richard S. Rosenbloom
  • 20 May 2014
  • First Look

First Look: May 20

Hellenic Bottling Company) and the role of regulation in integrated reporting (Anglo-American). Download working paper: http://ssrn.com/abstract=2388716 Information Technology and the Distribution of Inventive Activity By: Forman, Chris,... View Details
Keywords: Sean Silverthorne
  • October 2019 (Revised January 2020)
  • Case

Fixing Facebook: Fake News, Privacy, and Platform Governance

By: David Yoffie and Daniel Fisher
Mark Zuckerberg founded Facebook based on the idea that connecting people was a fundamentally good thing—and a way to turn a handsome profit. But from the beginning, Facebook received criticism both for how it handled user privacy and how it curated user-generated... View Details
Keywords: Platform; Governance; Privacy; Internet and the Web; Corporate Governance; Ethics; Business and Government Relations; Strategy; Digital Platforms; Web Services Industry
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  • November 2008 (Revised August 2011)
  • Case

UnME Jeans: Branding in Web 2.0

By: Thomas J. Steenburgh and Jill Avery
This case introduces emerging Web 2.0 social media in virtual worlds, social networking sites, and video-sharing sites and encourages students to explore the opportunities and risks they present for brands. The case allows students to grapple with the strategic and... View Details
Keywords: Digital Marketing; Brands and Branding; Marketing Communications; Marketing Strategy; Consumer Behavior; Risk and Uncertainty; Social and Collaborative Networks; Internet and the Web; Apparel and Accessories Industry
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  • 19 Oct 2012
  • Research & Ideas

Digital Technology’s Profound Game Change for Marketers

innovative thought leaders and companies who are transforming marketing. Hosted in Boston, at the nexus of the technology and advertising industry, FutureM is a weeklong extravaganza that will bring together... View Details
Keywords: by Jeffrey Bussgang; Advertising; Advertising
  • 27 Aug 2013
  • First Look

First Look: August 27

risks. This shift is attenuated for firms with stronger technological capabilities and is more pronounced for firms whose home markets have weak IP systems. Using data from the global smartphone market, we find support for these... View Details
Keywords: Sean Silverthorne
  • 30 Nov 2010
  • Working Paper Summaries

Sponsored Links’ or ’Advertisements’?: Measuring Labeling Alternatives in Internet Search Engines

Keywords: by Benjamin Edelman & Duncan S. Gilchrist; Advertising; Advertising
  • August 2022 (Revised June 2024)
  • Exercise

How Should Netflix Add an Ad-Supported Tier?

By: Elie Ofek and Olivier Toubia
In the summer of 2022, it became clear that Netflix would introduce an ad-supported tier alongside its existing subscription plans in the near future. Speculation abounded as to the details of the new tier: How many minutes of advertising would it include? What picture... View Details
Keywords: Pricing; Television Industry; Price; Marketing Strategy; Digital Platforms; Customer Value and Value Chain; Competitive Strategy; Customer Satisfaction; Entertainment and Recreation Industry
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  • 2025
  • Working Paper

Why Most Resist AI Companions

By: Julian De Freitas, Zeliha Oğuz-Uğuralp, Ahmet Kaan Uğuralp and Stefano Puntoni
AI companion applications—designed to serve as synthetic interaction partners—have recently become capable enough to reduce loneliness, a growing public health concern. However, behavioral research has yet to fully explain the barriers to adoption of such AI and... View Details
Keywords: Generative Ai; Chatbots; Artificial Intelligence; Algorithmic Aversion; Lonelines; Technology Adoption; AI and Machine Learning; Well-being; Emotions
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  • 11 Jun 2013
  • First Look

First Look: June 11

technological improvements to the original product. Publisher's link: http://hbr.org/2013/04/in-search-of-a-second-act/ar/1 2006 Harvard Business Review How to Profit from 'Lean Advertising' By: Teixeira, Thales S. Abstract—This article... View Details
Keywords: Carmen Nobel
  • March 2008 (Revised March 2014)
  • Case

Facebook

By: Mikolaj Jan Piskorski, Thomas R. Eisenmann, Aaron Smith, David Chen and Brian Feinstein
As Facebook topped one billion monthly users in October 2012, the online social network continued to face questions about how best to monetize its surging traffic. The company could invest further in new advertising products, which represented the majority of the... View Details
Keywords: Entrepreneurship; Profit; Open Source Distribution; Social and Collaborative Networks; Competition; Competitive Strategy; Internet and the Web; Digital Platforms; Information Technology Industry
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