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(291)
- News (53)
- Research (195)
- Events (2)
- Multimedia (1)
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- 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
- September 2009
- Article
Targeted Advertising as a Signal
By: Bharat Anand and Ron Shachar
Keywords: Advertising
Anand, Bharat, and Ron Shachar. "Targeted Advertising as a Signal." Quantitative Marketing and Economics 7, no. 3 (September 2009): 237–266. (Lead Article.)
- March 2021
- Supplement
Artea (A), (B), (C), and (D): Designing Targeting Strategies
By: Eva Ascarza and Ayelet Israeli
Power Point Supplement to 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... View Details
Keywords: Targeted Advertising; Targeting; Algorithmic Data; Bias; A/B Testing; Experiment; Advertising; Gender; Race; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States
- Article
The Effectiveness and Targeting of Television Advertising
By: R. Shachar and B. Anand
Shachar, R., and B. Anand. "The Effectiveness and Targeting of Television Advertising." Journal of Economics & Management Strategy 7, no. 3 (Fall 1998): 363–96.
- 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.)
- June 2014
- Article
Pitfalls and Fraud in Online Advertising Metrics: What Makes Advertisers Vulnerable to Cheaters, and How They Can Protect Themselves
By: Benjamin Edelman
How does online advertising become less effective than advertisers expect and less effective than measurements indicate? The current research explores problems that result, in part, from malfeasance by outside perpetrators who overstate their efforts to increase their... View Details
Keywords: Online Advertising; Measurement; Mismeasurement; Fraud; Invisible; Digital Marketing; Misleading and Fraudulent Advertising; Marketing Strategy
Edelman, Benjamin. "Pitfalls and Fraud in Online Advertising Metrics: What Makes Advertisers Vulnerable to Cheaters, and How They Can Protect Themselves." Journal of Advertising Research 54, no. 2 (June 2014): 127–132.
- September 2020 (Revised June 2023)
- Exercise
Artea: Designing Targeting Strategies
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: Algorithmic Data; Race And Ethnicity; Experimentation; Promotion; ＂Marketing Analytics＂; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analytics; Data Analysis; E-Commerce Strategy; Discrimination; Targeted Advertising; Targeted Policies; Targeting; Pricing Algorithms; A/B Testing; Ethical Decision Making; Customer Base Analysis; Customer Heterogeneity; Coupons; Algorithmic Bias; 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
Ascarza, Eva, and Ayelet Israeli. "Artea: Designing Targeting Strategies." Harvard Business School Exercise 521-021, September 2020. (Revised June 2023.)
- 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
- June 2025
- Case
Full-funnel Advertising on TikTok
By: Jeremy Yang, Ayelet Israeli and Alexis Lefort
In 2025 TikTok is working to grow its brand and performance advertising business, along with a new integrated full-funnel solution. As an emerging media platform with unique ad formats and user behavior in a privacy-first environment, TikTok faces both significant... View Details
- December 1992
- Case
BASF: Corporate Advertising for 1992
By: Stephen A. Greyser and Norman Klein
Describes BASF's corporate advertising program in the United States. In 1992, BASF's U.S. companies extended an existing corporate advertising campaign to continue to build awareness of the German-based multinational's corporate identity. The core theme of the campaign... View Details
Keywords: Advertising Campaigns; Marketing Communications; Brands and Branding; Marketing Strategy; Multinational Firms and Management; Corporate Strategy; Consumer Products Industry; United States; Germany
Greyser, Stephen A., and Norman Klein. "BASF: Corporate Advertising for 1992." Harvard Business School Case 593-021, December 1992.
- March 1991 (Revised June 1993)
- Case
Chevron Corp.: Corporate Image Advertising
By: John A. Quelch
Describes a series of advertising research studies conducted by Chevron to monitor the effectiveness of its corporate advertising. Specific research approaches covered include the McCollum-Spielman and Communications Techniques. The Vals Typology developed by Stanford... View Details
Keywords: Surveys; Multinational Firms and Management; Research; Advertising; Brands and Branding; Energy Industry; United States
Quelch, John A. "Chevron Corp.: Corporate Image Advertising." Harvard Business School Case 591-005, March 1991. (Revised June 1993.)
- 17 Sep 2007
- Research & Ideas
Broadband: Remaking the Advertising Industry
Foundation Professor at Harvard Business School. Bradley and coauthor Nancy Bartlett are in the midst of writing a book looking at how broadband technologies are reshaping industries. We asked him to take a few minutes to talk about the project, his insights on how... View Details
- November 17, 2009
- Article
The Dark Underbelly of Online Advertising
By: Benjamin Edelman
The Internet is sold to advertisers as a highly measurable medium that is the most efficient way to target exactly the right customers. But online advertising is also easily subverted—letting fraudsters claim advertising fees for work they did not actually do. The... View Details
Edelman, Benjamin. "The Dark Underbelly of Online Advertising." HBR Now (November 17, 2009).
- December 1992
- Case
Du Pont: Corporate Advertising for 1992
By: Stephen A. Greyser and Norman Klein
Describes Du Pont's 1992 corporate advertising campaign, and its objectives and key messages. The campaign is set in the context of Du Pont's historical corporate positioning ("better things for better living"). Includes target audiences, budget considerations, and the... View Details
Keywords: Advertising Campaigns; Brands and Branding; Marketing Communications; Marketing Strategy; Corporate Strategy; Chemical Industry
Greyser, Stephen A., and Norman Klein. "Du Pont: Corporate Advertising for 1992." Harvard Business School Case 593-023, December 1992.
- 16 May 2000
- Research & Ideas
Getting the Message: How the Internet is Changing Advertising
graphics, to target the right audience, and to measure responses instantly. But many experts contend that Internet advertising is still in its infancy. There is a widely held belief that in the future we... View Details
Keywords: by Susan Young
- December 1992 (Revised June 1996)
- Case
Siemens Corporation (A): Corporate Advertising for 1992
By: Stephen A. Greyser and Norman Klein
Describes the approach of the German-based multinational company, Siemens Corp., to establishing an identity in the United States. The specific goals for the 1991-92 corporate advertising campaign are described. Examples of print and television messages are included,... View Details
Keywords: Advertising Campaigns; Trade; Marketing Strategy; Market Entry and Exit; Performance Evaluation; Germany; United States
Greyser, Stephen A., and Norman Klein. "Siemens Corporation (A): Corporate Advertising for 1992." Harvard Business School Case 593-022, December 1992. (Revised June 1996.)
- August 2022
- Background Note
Retail Media Networks
By: Eva Ascarza, Ayelet Israeli and Celine Chammas
In 2022, retail media was one of the fastest growing segments in digital advertising. A retail media network (RMN) allows a retailer to use its assets for advertising. Retailers set up an advertising business by allowing marketers to buy advertising space across their... View Details
Keywords: Advertisers; Advertising Media; Media And Broadcasting Industry; Retail; Retail Analytics; Retail Promotion; Retailing; Ecommerce; E-Commerce Strategy; E-commerce; Marketing Communication; Targeting; Targeted Advertising; Targeted Marketing; Advertising; Marketing; Marketing Communications; Marketing Strategy; Brands and Branding; Media; Marketing Channels; Advertising Industry; Advertising Industry; Advertising Industry; United States
Ascarza, Eva, Ayelet Israeli, and Celine Chammas. "Retail Media Networks." Harvard Business School Background Note 523-029, August 2022.
- 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 View Details
- 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
- April 1990 (Revised January 1993)
- Case
Ad Council's AIDS Campaign (A): Advertising Strategy
By: V. Kasturi Rangan and Janet Montgomery
Ad Council wished to run an educational campaign aimed at preventing the spread of AIDS. They were challenged to find acceptable ways to address this very sensitive subject matter--ways that the media and the public would approve. One of the big challenges was to make... View Details
Keywords: Advertising; Goals and Objectives; Social Marketing; Corporate Social Responsibility and Impact; Success; Problems and Challenges; Social Issues; Health Industry
Rangan, V. Kasturi, and Janet Montgomery. "Ad Council's AIDS Campaign (A): Advertising Strategy." Harvard Business School Case 590-105, April 1990. (Revised January 1993.)