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  • All HBS Web  (501)
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Show Results For

  • All HBS Web  (501)
    • News  (58)
    • Research  (398)
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    • Multimedia  (2)
  • Faculty Publications  (135)
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  • 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
Keywords: Auctions; Search Technology; Online Advertising; Strategy; Balance and Stability
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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.")
  • 03 Dec 2007
  • Research & Ideas

Authenticity over Exaggeration: The New Rule in Advertising

Imagine the glee of marketers at the dawn of the Internet era—could anyone imagine a more sophisticated, precise way of reaching consumers? By tracking the purchasing habits of its prey, marketers could respond with targeted advertising... View Details
Keywords: by Julia Hanna; Advertising; Advertising
  • December 2009
  • Article

Who Owns Metrics?: Building a Bill of Rights for Online Advertisers

By: Benjamin Edelman
I offer five rights to protect advertisers from increasingly powerful ad networks-avoiding fraudulent charges for services not rendered, guaranteeing data portability so advertisers get the best possible value, and assuring price transparency so advertisers know what... View Details
Keywords: Online Advertising; Crime and Corruption; Price; Measurement and Metrics; Technology Networks; Value; Advertising Industry
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Edelman, Benjamin. "Who Owns Metrics?: Building a Bill of Rights for Online Advertisers." Journal of Advertising Research 49, no. 4 (December 2009). (Adapted from Towards a Bill of Rights for Online Advertisers.)
  • 11 Dec 2006
  • Research & Ideas

Fixing Price Tag Confusion

market. Advertising is one way, but consumers may not be paying attention. Price partitioning can then become a key tactical element to re-engage consumer attention at the point-of-purchase. View Details
Keywords: by Sean Silverthorne; Retail
  • 16 May 2000
  • Research & Ideas

Getting the Message: How the Internet is Changing Advertising

billboard-shaped notices—about 10 percent of those who saw the ads were enticed to click on them. These surfers were taken to the sponsor's Web site, and a new age in advertising had begun.   Today, View Details
Keywords: by Susan Young
  • September 2003 (Revised May 2006)
  • Case

Eyeblaster: Enabling the Next Generation of Online Advertising

By: Elie Ofek
Eyeblaster management has to decide on the best course of action to sustain its momentum from enabling online rich media advertising. Pressure from competitors is forcing the company to re-evaluate its previous marketing strategy that focused primarily on getting... View Details
Keywords: Business Model; Marketing Strategy; Market Entry and Exit; Performance Evaluation; Digital Marketing; Growth and Development Strategy
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Ofek, Elie. "Eyeblaster: Enabling the Next Generation of Online Advertising." Harvard Business School Case 504-005, September 2003. (Revised May 2006.)
  • 09 Nov 2010
  • Working Paper Summaries

The Unbundling of Advertising Agency Services: An Economic Analysis

Keywords: by Mohammad Arzaghi, Ernst R. Berndt, James C. Davis & Alvin J. Silk; Advertising
  • December 2022
  • Article

When and How Should Firms Differentiate? Quality and Advertising Decisions in a Duopoly

By: Dominique Olié Lauga, Elie Ofek and Zsolt Katona
A prominent hallmark of competitive interaction is the desire to differentiate from rivals. In this article, the authors examine under what conditions firms will differentiate through product quality versus advertising intensity. Firms select quality in a first stage,... View Details
Keywords: Competition; Advertising; Product Positioning
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Lauga, Dominique Olié, Elie Ofek, and Zsolt Katona. "When and How Should Firms Differentiate? Quality and Advertising Decisions in a Duopoly." Journal of Marketing Research (JMR) 59, no. 2 (December 2022): 1252–1265.
  • 2008
  • Simulation

Pricing Simulation: Universal Car Rental

By: John T. Gourville
This web-based simulation presents an engaging context in which students develop their knowledge of pricing by managing a rental car operation (Universal) in Florida and improve regional performance by developing a pricing strategy. The simulation involves three... View Details
Keywords: Competition; Consumer Behavior; Price; Profit; Renting or Rental; Auto Industry; Service Industry; Miami; Orlando; Tampa
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Gourville, John T. "Pricing Simulation: Universal Car Rental." Simulation and Teaching Note. Harvard Business School Publishing, 2008. Electronic.
  • 2010
  • Working Paper

The Unbundling of Advertising Agency Services: An Economic Analysis

By: Mohammad Arzaghi, Ernst R. Berndt, James C. Davis and Alvin J. Silk
We address a longstanding puzzle surrounding the unbundling of services occurring over several decades in the U.S. advertising agency industry: What accounts for the shift from bundling to unbundling of services and the slow pace of change? Using Evans and Salinger's... View Details
Keywords: Advertising; Change; Forecasting and Prediction; Cost; Price; Analytics and Data Science; Surveys; Marketing Strategy; Media; Service Operations; Agency Theory; Mathematical Methods; Advertising Industry; United States
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Arzaghi, Mohammad, Ernst R. Berndt, James C. Davis, and Alvin J. Silk. "The Unbundling of Advertising Agency Services: An Economic Analysis." Harvard Business School Working Paper, No. 11-039, September 2010.
  • 2020
  • Working Paper

Aggregate Advertising Expenditure in the U.S. Economy: What's Up? Is It Real?

By: Alvin J. Silk and Ernst R. Berndt
The two components of the advertising industry—the creative sector that develops and produces messages, and the communications sector that transmits messages via various media—have each been greatly affected by advances in creative design and communications... View Details
Keywords: Economy; Advertising; Spending; Media
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Silk, Alvin J., and Ernst R. Berndt. "Aggregate Advertising Expenditure in the U.S. Economy: What's Up? Is It Real?" NBER Working Paper Series, No. 28161, December 2020.
  • July 2022 (Revised February 2024)
  • Teaching Note

The DivaCup: Navigating Distribution and Growth

By: Ayelet Israeli
Teaching Note for HBS Case No. 519-055. When the mother-daughter founders of DivaCup set out with a mission to disrupt the menstrual care industry with an innovative product form, they initially struggled to gain legitimacy and convince retailers to carry their unique... View Details
Keywords: Female; Female Ceo; Female Entrepreneur; Female Protagonist; Health & Wellness; Healthcare; Price Policies; Minimum Advertised Price; Differentiation; Positioning; Growth; Health; Health Care and Treatment; Price; Disruption; Distribution; Distribution Channels; Competitive Strategy; Competition; Growth Management; Mission and Purpose; Product Development; Product Marketing; Product Launch; Product Positioning; Advertising; Business Startups; Internet and the Web; Entrepreneurship; Social Entrepreneurship; Social Issues; Social Enterprise; Retail Industry; Medical Devices and Supplies Industry; Manufacturing Industry; Health Industry; Green Technology Industry; Education Industry; Distribution Industry; Consumer Products Industry; Canada; United States; United Kingdom
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Israeli, Ayelet. "The DivaCup: Navigating Distribution and Growth." Harvard Business School Teaching Note 523-008, July 2022. (Revised February 2024.)
  • March 2019 (Revised April 2021)
  • Case

The DivaCup: Navigating Distribution and Growth

By: Ayelet Israeli
When the mother-daughter founders of DivaCup set out with a mission to disrupt the menstrual care industry with an innovative product form, they initially struggled to gain legitimacy and convince retailers to carry their unique product. Fifteen years later, the... View Details
Keywords: Female; Female Ceo; Female Entrepreneur; Female Protagonist; Health & Wellness; Healthcare; Price Policies; Minimum Advertised Price; Differentiation; Positioning; Growth; Health; Health Care and Treatment; Price; Disruption; Distribution; Distribution Channels; Competitive Strategy; Competition; Growth Management; Mission and Purpose; Product Development; Product Marketing; Product Launch; Product Positioning; Advertising; Business Startups; Internet and the Web; Entrepreneurship; Social Entrepreneurship; Social Issues; Social Enterprise; Retail Industry; Medical Devices and Supplies Industry; Manufacturing Industry; Health Industry; Green Technology Industry; Education Industry; Distribution Industry; Consumer Products Industry; Canada; United States; United Kingdom
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Israeli, Ayelet. "The DivaCup: Navigating Distribution and Growth." Harvard Business School Case 519-055, March 2019. (Revised April 2021.)
  • August 2022 (Revised March 2023)
  • Case

Pricing at Netflix: The Sequel

By: Elie Ofek and Amy Klopfenstein
This case continues the themes discussed in "Pricing at Netflix" (Case 521-004). Following the conclusion of the original case, Netflix developed new, high-profile original content, added millions of subscribers, and introduced another price increase in January 2022.... View Details
Keywords: Marketing; Advertising; Marketing Strategy; Entertainment; Film Entertainment; Television Entertainment; Finance; Strategy; Competition; Competitive Strategy; Business Strategy; Adaptation; Internet and the Web; Customers; Customer Satisfaction; Advertising Industry; Advertising Industry; North and Central America; United States
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Ofek, Elie, and Amy Klopfenstein. "Pricing at Netflix: The Sequel." Harvard Business School Case 523-015, August 2022. (Revised March 2023.)
  • September 2012 (Revised January 2013)
  • Case

J.C. Penney's 'Fair and Square' Pricing Strategy

By: Elie Ofek and Jill Avery
As a he gets ready to release 2nd quarter 2012 results, Ron Johnson, the new CEO of department store J.C. Penney, is reconsidering the dramatic changes he initiated for the business model and brand image of his company. A new pricing scheme he put in place in February,... View Details
Keywords: Change Management; Consumer Behavior; Management Teams; Business Model; Marketing Strategy; Price; Brands and Branding; Decision Making; Retail Industry; United States
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Ofek, Elie, and Jill Avery. "J.C. Penney's 'Fair and Square' Pricing Strategy." Harvard Business School Case 513-036, September 2012. (Revised January 2013.)
  • October 2007
  • Article

The Effectiveness of Pre-Release Advertising for Motion Pictures: An Empirical Investigation Using a Simulated Market

By: Anita Elberse and Bharat N. Anand
One of the most visible and publicized trends in the movie industry is the escalation in movie advertising expenditures over time. Yet, the returns to movie advertising are poorly understood. The main reason is that disentangling the causal effect of advertising on... View Details
Keywords: Advertising; Stocks; Investment Return; Price; Revenue; Quality; Mathematical Methods; Motion Pictures and Video Industry
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Elberse, Anita, and Bharat N. Anand. "The Effectiveness of Pre-Release Advertising for Motion Pictures: An Empirical Investigation Using a Simulated Market." Information Economics and Policy 19, nos. 3-4 (October 2007): 319–343. (Special Issue on Economics of the Media.)
  • March–April 2020
  • Article

Pricing Policies that Protect your Brand

By: Ayelet Israeli and Eugene F. Zelek Jr.
When customers seek out online deals, it seems like a win for everybody: Brands, retailers, dealers, and distributors sell more goods, and buyers get a bargain. What's not to like? Here's the problem: Lured by rock-bottom online prices, customers often end up dealing... View Details
Keywords: Price; Policy; Brands and Branding; E-commerce
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Israeli, Ayelet, and Eugene F. Zelek Jr. "Pricing Policies that Protect your Brand." Harvard Business Review 98, no. 2 (March–April 2020): 76–83.
  • 12 Oct 1999
  • Research & Ideas

Media Metamorphosis: Advertising in the Technology Age

instance — is what the researchers call the intramedia decision. Here there is considerably more price sensitivity and a greater willingness to reallocate expenditures. A fundamental question bearing on rivalry in the View Details
Keywords: by Peter K. Jacobs; Advertising
  • 2008
  • Working Paper

CPC/CPA Hybrid Bidding in a Second Price Auction

By: Benjamin Edelman and Hoan Lee
We develop a model of online advertising in which each advertiser chooses from multiple advertising measurement metrics—paying either for each click on its ads (CPC), or for each purchase that follows an ad-click (CPA). Our analysis extends classic auction results by... View Details
Keywords: Online Advertising; Auctions; Bids and Bidding; Measurement and Metrics; Quality; Mathematical Methods; Web Sites
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Edelman, Benjamin, and Hoan Lee. "CPC/CPA Hybrid Bidding in a Second Price Auction." Harvard Business School Working Paper, No. 09-074, December 2008.
  • 05 Mar 2009
  • Working Paper Summaries

CPC/CPA Hybrid Bidding in a Second Price Auction

Keywords: by Benjamin Edelman & Hoan Soo Lee
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