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- All HBS Web
(1,980)
- News (346)
- Research (1,267)
- Events (10)
- Multimedia (26)
- Faculty Publications (853)
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- June 2009
- Supplement
Economic Value of the Advertising Supported Internet Ecosystem, presented by Professor John Quelch, Harvard Business School
By: John A. Quelch
Quelch, John A. "Economic Value of the Advertising Supported Internet Ecosystem, presented by Professor John Quelch, Harvard Business School." Harvard Business School Video Supplement 509-732, June 2009.
- March 2007
- Article
Internet Advertising and the Generalized Second Price Auction: Selling Billions of Dollars Worth of Keywords
By: Benjamin Edelman, Michael Ostrovsky and Michael Schwarz
We investigate the "generalized second-price" auction (GSP), a new mechanism used by search engines to sell online advertising. Although GSP looks similar to the Vickrey-Clarke-Groves (VCG) mechanism, its properties are very different. Unlike the VCG mechanism, GSP... View Details
Edelman, Benjamin, Michael Ostrovsky, and Michael Schwarz. "Internet Advertising and the Generalized Second Price Auction: Selling Billions of Dollars Worth of Keywords." American Economic Review 97, no. 1 (March 2007): 242–259. (Winner of the 2013 Prize in Game Theory and Computer Science from the Game Theory Society - for "the best paper at the interface of game theory and computer science in the last decade." Winner of the 2018 SIGecom Test of Time Award from the ACM Special Interest Group on E-Commerce - for "an influential paper or series of papers published between ten and twenty-five years ago that has significantly impacted research or applications exemplifying the interplay of economics and computation.")
- September 2017
- Case
NBCUniversal Telemundo: Transforming Latino Television
By: Henry W. McGee, Carin-Isabel Knoop and Christine Snively
In August 2017, Cesar Conde, chairman of NBCUniversal International Group and NBCUniversal Telemundo Enterprises, considered how the Miami-based Spanish-language TV network Telemundo could succeed in a rapidly shifting media landscape. Over the past few years,... View Details
Keywords: Television Industry; Television Advertising; Broadcasting; Telecommunications; Internet; Television Entertainment; Internet and the Web; Advertising; Digital Platforms; Digital Marketing; Telecommunications Industry; Media and Broadcasting Industry; Miami
McGee, Henry W., Carin-Isabel Knoop, and Christine Snively. "NBCUniversal Telemundo: Transforming Latino Television." Harvard Business School Case 318-018, September 2017.
- 2005
- Working Paper
The Effectiveness of Pre-Release Advertising for Motion Pictures: An Empirical Investigation Using a Simulated Market
By: Anita Elberse and Bharat N. Anand
Elberse, Anita, and Bharat N. Anand. "The Effectiveness of Pre-Release Advertising for Motion Pictures: An Empirical Investigation Using a Simulated Market." Harvard Business School Working Paper, No. 05-060, March 2005. (Revised July 2006, 2nd revision January 2007.)
- September 2020 (Revised February 2024)
- Teaching Note
Artea (A), (B), (C), and (D): Designing Targeting Strategies
By: Eva Ascarza and Ayelet Israeli
Teaching Note for HBS No. 521-021,521-022,521-037,521-043. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and... View Details
- November 2013
- Case
Coca-Cola: Liquid and Linked
By: John Gourville and Noah Fisher
Coca-Cola is considering which of several global marketing/promotional efforts to bring to the United States. Each has proven successful in other parts of the world, but for varying reasons. All represent efforts outside of the industry's normal advertising-based... View Details
Keywords: Marketing; Promotions; Advertising; Marketing Strategy; Advertising Campaigns; Global Strategy; Food and Beverage Industry; United States
Gourville, John, and Noah Fisher. "Coca-Cola: Liquid and Linked." Harvard Business School Case 514-024, November 2013.
- September 2014
- Case
Havas: Change Faster
By: Karim R. Lakhani and Michael L. Tushman
As of 2013, Havas was the 6th largest global advertising, digital, and communications group in the world. Headquartered in Paris, France, the group was highly decentralized, with semi-independent agencies in more than 100 countries offering a variety of services. The... View Details
Keywords: Advertising Agency; Open Innovation; Commercials; Digital Media; Digital Transition; Advertising; Digital Marketing; Advertising Campaigns; Acquisition; Change Management; Disruption; Transformation; Advertising Industry; Advertising Industry
Lakhani, Karim R., and Michael L. Tushman. "Havas: Change Faster." Harvard Business School Multimedia/Video Case 615-702, September 2014.
- October 2016 (Revised April 2018)
- Case
DataXu: Selling Ad Tech
By: Frank V. Cespedes, John Deighton, Lisa Cox and Olivia Hull
DataXu served marketers by buying digital advertising for brands using its demand-side platform. It sought a way to build a more predictable revenue stream in the very transactional media marketplace, and hoped that two new marketing analytics products would give it a... View Details
Keywords: Sales Management; Pricing; Programmatic Ad Buying; ＂Marketing Analytics＂; Advertising Technology; Sales; Digital Marketing; Marketing Strategy; Advertising Campaigns; Product Launch; Product Positioning; Media; Advertising Industry; Advertising Industry; Boston; Massachusetts
Cespedes, Frank V., John Deighton, Lisa Cox, and Olivia Hull. "DataXu: Selling Ad Tech." Harvard Business School Case 817-012, October 2016. (Revised April 2018.)
- August 2012
- Background Note
Marketing Communications
By: Thales S. Teixeira and Thales S. Teixeira
This note identifies the main issues involved in the effective management of the marketing communications process. It first defines the purpose of communication. Then it classifies the tools available to communicate with consumers. In the sequel, it elaborates on how... View Details
Keywords: Marketing Communication; Advertising; Promotion; Social Media; Digital Media; Viral Advertising; Marketing; Communications Industry; North and Central America
Teixeira, Thales S. "Marketing Communications." Harvard Business School Background Note 513-041, August 2012.
- September 2014 (Revised June 2017)
- Case
Google Inc. in 2014
By: Benjamin Edelman and Thomas R. Eisenmann
Describes Google's history, business model, governance structure, corporate culture, and processes for managing innovation. Reviews Google's recent strategic initiatives and the threats they pose to selected competitors. Asks what Google should do next. View Details
Keywords: Search Engines; Google; Online Advertising; Internet and the Web; Network Effects; Business Model; Competition; Digital Marketing; Advertising Industry; Advertising Industry
Edelman, Benjamin, and Thomas R. Eisenmann. "Google Inc. in 2014." Harvard Business School Case 915-004, September 2014. (Revised June 2017.)
- 2013
- Article
Optimizing the Amount of Entertainment in Advertising: What's So Funny about Tracking Reactions to Humor?
By: Thales S. Teixeira and Horst Stipp
Humor and other entertaining content, as opposed to demonstrations of product features and "selling," are increasingly used in advertising, such as TV commercials, to attract and keep consumers' attention. This study uses facial tracking to explore how marketers can... View Details
Keywords: Advertising Content; Entertainment; Face Perception; Advertising; Digital Marketing; Television Entertainment; Consumer Products Industry; Food and Beverage Industry
Teixeira, Thales S., and Horst Stipp. "Optimizing the Amount of Entertainment in Advertising: What's So Funny about Tracking Reactions to Humor?" Journal of Advertising Research 53, no. 3 (September 2013): 286–296.
- September 2014
- Case
Google Inc. in 2014 (Abridged)
By: Benjamin Edelman and Thomas R. Eisenmann
Describes Google's history, business model, governance structure, corporate culture, and processes for managing innovation. Reviews Google's recent strategic initiatives and the threats they pose to Yahoo, Microsoft, and others. Asks what Google should do next. View Details
Keywords: Search Engines; Google; Online Advertising; Internet and the Web; Network Effects; Business Model; Competition; Advertising Industry; Advertising Industry
Edelman, Benjamin, and Thomas R. Eisenmann. "Google Inc. in 2014 (Abridged)." Harvard Business School Case 915-005, September 2014.
- September 2020 (Revised June 2023)
- Supplement
Spreadsheet Supplement to Artea Teaching Note
By: Eva Ascarza and Ayelet Israeli
Spreadsheet Supplement to Artea Teaching Note 521-041. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and... View Details
- 2015
- Working Paper
Selling to a Moving Target: Dynamic Marketing Effects in US Presidential Elections
By: Doug J. Chung and Lingling Zhang
We examine the effects of various political campaign activities on voter preferences in the domain of US Presidential elections. We construct a comprehensive data set that covers the three most recent elections, with detailed records of voter preferences at the... View Details
Keywords: Multi-channel Marketing; Personal Selling; Advertising; Political Campaigns; Dynamic Panel Data; Instrumental Variables; Marketing Communications; Political Elections; Advertising Campaigns; United States
Chung, Doug J., and Lingling Zhang. "Selling to a Moving Target: Dynamic Marketing Effects in US Presidential Elections." Harvard Business School Working Paper, No. 15-095, June 2015. (Revised December 2015.)
- February 2015
- Article
Risk, Information, and Incentives in Online Affiliate Marketing
By: Benjamin Edelman and Wesley Brandi
We examine online affiliate marketing programs in which merchants oversee thousands of affiliates they have never met. Some merchants hire outside specialists to set and enforce policies for affiliates, while other merchants ask their ordinary marketing staff to... View Details
Keywords: Affiliate Marketing; Incentives; Fraud; Advertising; Internet and the Web; Marketing Communications; Ethics; Digital Marketing
Edelman, Benjamin, and Wesley Brandi. "Risk, Information, and Incentives in Online Affiliate Marketing." Journal of Marketing Research (JMR) 52, no. 1 (February 2015): 1–12. (Lead Article.)
- March–April 2023
- Article
Market Segmentation Trees
By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis
Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details
Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing
Aouad, Ali, Adam Elmachtoub, Kris J. Ferreira, and Ryan McNellis. "Market Segmentation Trees." Manufacturing & Service Operations Management 25, no. 2 (March–April 2023): 648–667.
- February 2017
- Supplement
JCDecaux, 2016: Global Leader ... Again
By: John R. Wells and Gabriel Ellsworth
In 2016, JCDecaux was number one in the world in outdoor advertising. This was a far cry from the situation in 2003; at that time, JCDecaux had been unseated by Clear Channel from the number-one spot that it had held for decades, and it was fighting for second place... View Details
Keywords: JCDecaux; Clear Channel Outdoor; OUTFRONT Media; Lamar Advertising Company; Jean-François Decaux; Jean-Charles Decaux; Outdoor Advertising; Street Furniture; Airports; Billboards; Bicycles; Digital Devices; Digital Marketing; Bidding; Advertising; Advertising Campaigns; Acquisition; Mergers and Acquisitions; Business Growth and Maturation; Business Model; Business Organization; Family Business; For-Profit Firms; Joint Ventures; Design; Price; Profit; Revenue; Geographic Location; Geographic Scope; Global Range; Globalization; Global Strategy; Globalized Firms and Management; Multinational Firms and Management; Globalized Markets and Industries; Government Legislation; Business History; Human Resources; Laws and Statutes; Business or Company Management; Goals and Objectives; Growth and Development Strategy; Growth Management; Marketing; Brands and Branding; Marketing Channels; Marketing Strategy; Product Marketing; Demand and Consumers; Supply and Industry; Operations; Distribution; Infrastructure; Logistics; Product; Product Design; Production; Organizational Structure; Property; Public Ownership; Renting or Rental; Problems and Challenges; Business and Community Relations; Business and Government Relations; Family and Family Relationships; Sales; Situation or Environment; Luxury; Strategy; Business Strategy; Commercialization; Competition; Competitive Advantage; Competitive Strategy; Consolidation; Corporate Strategy; Customization and Personalization; Expansion; Segmentation; Mobile Technology; Wireless Technology; Air Transportation; Bicycle Transportation; Rail Transportation; Transportation Networks; Advertising Industry; France; Paris
Wells, John R., and Gabriel Ellsworth. "JCDecaux, 2016: Global Leader ... Again." Harvard Business School Supplement 717-441, February 2017.
- Other Article
Online Discounting: Who is Leading the Race to the Bottom?
By: Ayelet Israeli, Eric Anderson and Anne Coughlan
A short review of the finidings in: Israeli, Ayelet, Eric Anderson, and Anne Coughlan. "Minimum Advertised Pricing: Patterns of Violation in Competitive Retail Markets." Marketing Science 35, no. 4 (July–August 2016): 539–564. View Details
Keywords: Pricing; Price Policies; Pricing Policies; Discounting; Retailing; Retailing Industry; Minimum Advertised Price; Ecommerce; E-Commerce Strategy; Price; Distribution Channels; Distribution; Digital Marketing; E-commerce; Advertising Industry; Advertising Industry; Advertising Industry; United States
- June 2016
- Case
Publicis Groupe 2016: Maurice and the Millennials
By: Rosabeth Moss Kanter and Jonathan Cohen
Having built Publicis Groupe through acquisitions maintained as separate brands, CEO Maurice Lévy wanted to transform the advertising and marketing firm to an integrated digital-ready enterprise to address industry changes. In early 2016, following a reorganization, he... View Details
Keywords: Managing Change; Transformations; Digital; Millennials; Change; Innovation; Acquisitions; Merger; Culture; Advertising Agency; Reorganization; Organizational Change and Adaptation; Information Technology; Change Management; Restructuring; Management Succession; Marketing; Mergers and Acquisitions; Transformation; Innovation and Invention; Digital Marketing; Advertising Industry
Kanter, Rosabeth Moss, and Jonathan Cohen. "Publicis Groupe 2016: Maurice and the Millennials." Harvard Business School Case 316-127, June 2016.
- September 2020 (Revised July 2022)
- Exercise
Artea (D): Discrimination through Algorithmic Bias in Targeting
By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details
Keywords: Targeted Advertising; Discrimination; Algorithmic Data; Bias; Advertising; Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States
Ascarza, Eva, and Ayelet Israeli. "Artea (D): Discrimination through Algorithmic Bias in Targeting." Harvard Business School Exercise 521-043, September 2020. (Revised July 2022.)