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Show Results For
- All HBS Web
(17,890)
- People (25)
- News (3,182)
- Research (12,374)
- Events (111)
- Multimedia (224)
- Faculty Publications (10,186)
- September 2020 (Revised July 2022)
- Technical Note
Algorithmic Bias in Marketing
By: Ayelet Israeli and Eva Ascarza
This note focuses on algorithmic bias in marketing. First, it presents a variety of marketing examples in which algorithmic bias may occur. The examples are organized around the 4 P’s of marketing – promotion, price, place and product—characterizing the marketing... View Details
Keywords: Algorithmic Data; Race And Ethnicity; Promotion; "Marketing Analytics"; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analysis; Data Analytics; E-Commerce Strategy; Discrimination; Targeting; Targeted Advertising; Pricing Algorithms; Ethical Decision Making; Customer Heterogeneity; Marketing; Race; Ethnicity; Gender; Diversity; Prejudice and Bias; Marketing Communications; Analytics and Data Science; Analysis; Decision Making; Ethics; Customer Relationship Management; E-commerce; Apparel and Accessories Industry; Apparel and Accessories Industry; United States
Israeli, Ayelet, and Eva Ascarza. "Algorithmic Bias in Marketing." Harvard Business School Technical Note 521-020, September 2020. (Revised July 2022.)
- October 1992 (Revised September 1993)
- Case
Nopane Advertising Strategy
By: David E. Bell
Nopane is a proprietary drug that sells in much of the United States. It faces substantial competition. The brand manager is undertaking an experiment to determine whether ad copy should be emotional-based or rational-based. The data and associated regression results... View Details
Keywords: Competition; Intellectual Property; Advertising; Health Care and Treatment; Brands and Branding; Product Marketing; Pharmaceutical Industry; United States
Bell, David E. "Nopane Advertising Strategy." Harvard Business School Case 893-005, October 1992. (Revised September 1993.)
- October 2012
- Article
Target the Right Market
By: Jill Avery and Thomas Steenburgh
SparkPlace is a two-year-old business with a hot new product: software that manages and measures the effectiveness of permission-based marketing campaigns for social media. The company is in the process of deciding on which of two customer segments to focus its... View Details
Keywords: Marketing; Market Segmentation; Customer Defection; Customer Lifetime Value; Customer Relationship Management; CRM; Market Segmentation And Target Market Selection; Marketing Strategy; Product Marketing; Customer Focus and Relationships; Customer Value and Value Chain; Technology Industry; United States
Avery, Jill, and Thomas Steenburgh. "Target the Right Market." Harvard Business Review 90, no. 10 (October 2012): 119–123.
- 06 Feb 2014
- Research & Ideas
The Art of American Advertising
compared with modern marketing techniques, the Reconstruction Era actually shared some advertising commonalities with the dot-com boom. "The rise of the Internet in the 1990s had an enormous impact on... View Details
- March 2017 (Revised May 2019)
- Case
Marketing Transformation at Mastercard
By: Sunil Gupta, Srinivas K. Reddy and David Lane
Since 2013, Mastercard CMO M.V. Rajamannar (Raja) had transformed the firm's marketing by using unique experiences, digital technology, and social media to intensify linkages not only with cardholders, but also with Mastercard's direct bank and merchant stakeholders.... View Details
Keywords: Mastercard; Financial Services; Ingredient Brand; B2B2C; Experiential Marketing; Digital Marketing; ROI; Marketing; Customer Focus and Relationships; Business and Stakeholder Relations; Brands and Branding; Internet and the Web; Investment Return; Financial Services Industry
Gupta, Sunil, Srinivas K. Reddy, and David Lane. "Marketing Transformation at Mastercard." Harvard Business School Case 517-040, March 2017. (Revised May 2019.)
- 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.
- September–October 2002
- Article
Market Power and Power Markets
By: Jurgen Weiss
The paper provides results of a serious of experiments with experienced subjects exploring the relationship between elements of electricity market design and competitive outcomes. The two primary variables examined are a) the price formation (nodal versus uniform with... View Details
Weiss, Jurgen. "Market Power and Power Markets." Interfaces 32, no. 5 (September–October 2002): 37–46.
- January 2018 (Revised February 2018)
- Technical Note
Making Markets
Explains how to identify and capitalize on marketplace design opportunities. Defines markets and marketplaces and describes the basic functions of each. Discusses attributes (e.g., heterogeneity of participants' preferences and asymmetry in available information) that... View Details
Keywords: Marketplaces; Two-Sided Markets; Entrepreneurship; Market Design; Digital Platforms; Marketplace Matching; Market Participation; Market Transactions; Market Entry and Exit; Digital Platforms; Auctions
Eisenmann, Thomas R., and Scott Duke Kominers. "Making Markets." Harvard Business School Technical Note 818-096, January 2018. (Revised February 2018.)
- 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.)
- 2024
- Working Paper
Consumer Inertia and Market Power
By: Alexander MacKay and Marc Remer
We study the pricing decisions of firms in the presence of consumer inertia. Inertia, which can arise from habit formation, brand loyalty, and switching costs, generates dynamic pricing incentives. These incentives mediate the impact of competition on market power in... View Details
Keywords: Consumer Inertia; Market Power; Dynamic Competition; Demand Estimation; Consumer Behavior; Markets; Performance; Competition; Price
MacKay, Alexander, and Marc Remer. "Consumer Inertia and Market Power." Harvard Business School Working Paper, No. 19-111, April 2019. (Revised January 2024. Direct download.)
- 21 Jan 2012
- News
The Future Of Advertising
- October 2011
- Article
Government Advertising and Media Coverage of Corruption Scandals
By: Rafael Di Tella and Ignacio Franceschelli
We construct measures of the extent to which the four main newspapers in Argentina report government corruption in their front page during the period 1998-2007 and correlate them with government advertising. The correlation is negative. The size is considerable: a one... View Details
Di Tella, Rafael, and Ignacio Franceschelli. "Government Advertising and Media Coverage of Corruption Scandals." American Economic Journal: Applied Economics 3, no. 4 (October 2011): 119–151.
- 1992
- Book
Cases in Advertising and Communications Management
By: S. A. Greyser
Greyser, S. A. Cases in Advertising and Communications Management. 3rd ed. Englewood Cliffs, NJ: Prentice Hall, 1992.
- May 2018
- Article
Selection and Market Reallocation: Productivity Gains from Multinational Production
By: Laura Alfaro and Maggie X. Chen
Assessing the productivity gains from multinational production has been a vital topic of economic research and policy debate. Positive aggregate productivity gains are often attributed to within-firm productivity improvement; however, an alternative, less emphasized... View Details
Keywords: Productivity Gains; Multinational Production; Selection; Market Reallocation; And Within-firm Productivity; Multinational Firms and Management; Production; Performance Productivity; Competition; Mathematical Methods
Alfaro, Laura, and Maggie X. Chen. "Selection and Market Reallocation: Productivity Gains from Multinational Production." American Economic Journal: Economic Policy 10, no. 2 (May 2018): 1–38. (Also NBER Working Paper 18207. See Harvard Business School Working Paper, No. 12–111, 2015 for longer version.)
- September 2005 (Revised April 2006)
- Background Note
Market Segmentation, Target Market Selection, and Positioning
By: Miklos Sarvary and Anita Elberse
Elaborates on the prerequisites for designing a successful marketing strategy: market segmentation, target market selection, and product positioning. View Details
Sarvary, Miklos, and Anita Elberse. "Market Segmentation, Target Market Selection, and Positioning." Harvard Business School Background Note 506-019, September 2005. (Revised April 2006.)
- 1991
- Book
Cases in Advertising and Promotion Management
By: John A. Quelch and Paul Farris
Quelch, John A., and Paul Farris. Cases in Advertising and Promotion Management. 3rd ed. Homewood, IL: Irwin, 1991.
- December 2015 (Revised July 2020)
- Technical Note
Some Strategy Ingredients: Scale, Learning, and Market Structure
This note introduces students to some economic concepts and ideas that are important ingredients for strategy, such as scale, learning, and the effects of market structure on competition. The note approaches these ideas really from a strategy perspective with a focus... View Details
Van den Steen, Eric. "Some Strategy Ingredients: Scale, Learning, and Market Structure." Harvard Business School Technical Note 716-439, December 2015. (Revised July 2020.)
- January 2019 (Revised December 2020)
- Module Note
Market Attractiveness
By: Ashish Nanda
As a strategist, you must understand and calibrate the environment in which your organization operates. How generous or challenging is the environment? What forces drive the munificence or sparseness of your environment? How are those forces changing, and what is their... View Details
Nanda, Ashish. "Market Attractiveness." Harvard Business School Module Note 719-467, January 2019. (Revised December 2020.)
- 2002
- Working Paper
Risk Aversion and Apparently Persuasive Advertising
By: Bharat Anand and Ron Shachar