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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

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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

11 Aug 2014
News

It's All About the Talent

Keywords: advertising; talent management; human resources; creativitiy; Advertising, Public Relations, and Related Services; Professional Services

Article

Design of Search Engine Services: Channel Interdependence in Search Engine Results

By: Benjamin Edelman and Zhenyu Lai

The authors examine prominent placement of search engines' own services and effects on users' choices. Evaluating a natural experiment in which different results were shown to users who performed similar searches, they find that Google's prominent placement of its... View Details

Keywords: Search Engine; Organic Search; Sponsored Search Advertising; User Interface; Channel Substitution; Search Technology; Consumer Behavior; Online Advertising

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2015
Other Teaching and Training Material

Marketing Reading: Digital Marketing

By: Sunil Gupta and Joseph Davin

Digital technology has changed how consumers search for information, interact with each other, and buy products. The popularization of these technologies has made it possible for companies to have a better understanding of their customers' decision journey and... View Details

Keywords: Advertising; Buzz Marketing; Internet Marketing; Marketing; Marketing Management; Social Media; Social Networks; Viral Marketing; Word-of-mouth Marketing; Digital; Internet; Marketing Channels; Marketing Reference Programs; Online Advertising; Advertising Industry

April 2018
Teaching Plan

NBCUniversal Telemundo: Transforming Latino Television

By: Henry McGee

Teaching Plan for HBS No. 318-018. View Details

Keywords: Television Industry; Television Advertising; Broadcasting; Telecommunications; Internet; Digital Marketing; Telecommunications Industry; Media and Broadcasting Industry; Miami

September 2014 (Revised March 2015)
Case

Managing Multi-Media Audiences at WHDH (Boston)

By: Thales Teixeira and V. Kasturi Rangan

WHDH's Channel 7 News rose to the #1 position in Boston-area news broadcasting through its embrace of an innovative format and for affiliating with NBC. Since the early 2000s, however, other news programs had copied their format, and young audiences had begun to use... View Details

Keywords: Online News; Television Advertising; Attention Economics; Cross-media Efforts; Competition; Internet and the Web; Consumer Behavior; Organizational Change and Adaptation; Change Management; Marketing Strategy; Decision Choices and Conditions; Digital Marketing; Television Entertainment; Media and Broadcasting Industry; Boston

June 2014
Supplement

Ad Classification at Right Media — slide supplement (widescreen)

By: Benjamin Edelman

Right Media considers systems and policies to make sure that ads are only shown on web sites where they are appropriate, and vice versa. Setting standards is particularly challenging given the large and growing marketplace, the numerous participants, their diverse... View Details

Keywords: Media; Online Advertising; Market Participation; Negotiation Tactics; Communication; Marketing Communications; Digital Marketing; Standards

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

2022
Working Paper

Small Campaign Donors

By: Laurent Bouton, Julia Cagé, Edgard Dewitte and Vincent Pons

In this paper, we study the characteristics and behavior of small donors, and compare them to those of large donors. We first build a novel dataset including all the 340 million individual contributions reported to the U.S. Federal Election Commission between 2005 and... View Details

Keywords: Campaign Finance; Campaign Contributions; Small Donations; ActBlue; WinRed; TV Advertising; Political Elections; Finance; Demographics; Advertising; Analysis; Analytics and Data Science

April 2018
Teaching Note

Publicis Groupe 2016: Maurice and the Millennials

By: Rosabeth Moss Kanter and Jonathan Cohen

This Teaching Note assists classroom instructors in teaching HBS case, “Publicis Groupe 2016: Maurice and the Millennials,” (HBS No. 316-127), which describes Levy's efforts to transform the Groupe. View Details

Keywords: Digital; Advertising; Managing Change; Collaboration; Synergies; Integration; Millennials; Innovation ＆ Entrepreneurship; Organizational Change and Adaptation; Information Technology; Change Management; Restructuring; Marketing; Mergers and Acquisitions; Transformation; Innovation and Management; Digital Marketing

February 2017
Case

Clear Channel (A): The Rise, 1972–2003

By: John R. Wells and Gabriel Ellsworth

At the end of 2003, Clear Channel Communications, Inc., a diversified media group with revenues of $8.9 billion, could claim leadership positions in all three of its main businesses. Clear Channel Broadcasting was the largest radio-station operator in the world, with... View Details

Keywords: Clear Channel; Clear Channel Outdoor; Radio; Outdoor Advertising; Concert Industry; Lowry Mays; Federal Communications Commission; Regulation; Regulations; Regulatory Environment; JCDecaux; Media; Growth Management; Consolidation; Competitive Strategy; Fair Value Accounting; Advertising; Acquisition; Mergers and Acquisitions; Business Growth and Maturation; For-Profit Firms; Entertainment; Music Entertainment; Television Entertainment; Public Equity; Profit; Revenue; Geographic Scope; Multinational Firms and Management; Government Legislation; Business History; Laws and Statutes; Business or Company Management; Growth and Development Strategy; Marketing Channels; Industry Structures; Public Ownership; Problems and Challenges; Sales; Opportunities; Strategy; Adaptation; Business Strategy; Commercialization; Competition; Competitive Advantage; Corporate Strategy; Diversification; Expansion; Wireless Technology; Valuation; Advertising Industry; Advertising Industry; Advertising Industry; Advertising Industry; United States; Texas

February 2011
Article

The Underdog Effect: The Marketing of Disadvantage and Determination Through Brand Biography

By: Neeru Paharia, Anat Keinan, Jill Avery and Juliet B. Schor

We introduce the concept of an underdog brand biography (UBB) to describe an emerging trend in branding in which firms author an historical account of their humble origins, lack of resources, and determined struggle against the odds. We identify two essential... View Details

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June 2015
Case

The Coca-Cola Company's Case for Creative Transformation

By: Thales S. Teixeira and Elizabeth Anne Watkins

In 2013, the Coca-Cola Company was awarded Creative Marketer of the Year by the Cannes Lions Festival (known as the "Oscar of Advertising") for the first time ever in history and nearly 50 years after the Festival's inception. Just one year before that, Jonathan... View Details

Keywords: Attention Economics; Creating Connections; Digital Marketing; Marketing Innovations; Social Networks; Advertising Content; Networked Brand; Beverage Industry; Coca-Cola; Digital Innovation; Digital Transition; Marketing; Marketing Communications; Innovation Strategy; Social and Collaborative Networks; Advertising; Creativity; Consumer Products Industry

December 2017 (Revised March 2018)
Case

Kellogg Company/eighteen94 capital

By: David Bell, Damien McLoughlin and Natalie Kindred

With 33,000 employees and revenues of $13 billion in 2016, Kellogg Company was the world’s largest producer of branded packaged cereal and a leader in branded convenience foods. Founded in 1906 and based in Michigan, the company had a proud history of product and... View Details

May–June 2024
Article

What Makes a Successful Celebrity Brand?

By: Ayelet Israeli, Jill Avery, Leonard A. Schlesinger and Matt Higgins

Celebrities have shifted from endorsing established brands to being influencers for established brands to drawing on their influence to create brands themselves. The authors examine what it takes to make celebrity brands work. View Details

Keywords: Celebrities; Celebrity Endorsement; Celebrity Management; Celebrity; Direct To Consumer Marketing; DTC; Influencer Marketing; Influencers; Influencer Advertising; Influencer; Brands and Branding; Product Marketing; Power and Influence; Advertising; Social Media; Consumer Products Industry; United States

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January 2021 (Revised March 2021)
Case

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Jill Avery, Ayelet Israeli and Emma von Maur

THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details

Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Preference Prediction; Predictive Analytics; App Development; ＂Marketing Analytics＂; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States

Teaching Interest

Overview

By: Jeffrey F. Rayport

Technology Entrepreneurship, Marketing Strategy, Service Management View Details

Keywords: Technological Innovation; Strategy Formulation; ＂Marketing Analytics＂; Advertising Technology; Media Content; Media And Broadcasting Industry; Media Businesses; Technology Industry; Retail Industry; Consumer Products Industry; Electronics Industry

Research Summary

Overview

By: Jeffrey F. Rayport

Rayport focuses his teaching and research on launching and scaling technology ventures, with emphasis on digital media, e-commerce, and multi-channel retail. View Details

February 2017
Supplement

The De Beers Group: Exploring the Diamond Reselling Opportunity

By: Benjamin C. Esty, Daniel P. Gross and Lauren G. Pickle

In September 2014, Tom Montgomery (SVP of strategic initiatives at the De Beers Group) and his team launched a pilot program in the United States to explore the $1 billion diamond market for pre-owned (recycled) diamonds. According to Montgomery, the motivation for the... View Details

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