Publications

September 2019 (Revised October 2019)
Case

Bill Connors and The Farm, a Comcast NBCUniversal Innovation Hub (Powered by Boomtown)

By: Linda A. Hill and Eric Mankin

In 2017, Bill Connors, the President of Comcast’s Central Division, launched a startup accelerator in Comcast’s new Atlanta Regional headquarters. Comcast was America's largest cable and internet service provider, having built a profitable business bundling television... View Details

June 2017
Teaching Note

IBM Transforming, 2012–2016: Ginni Rometty Steers Watson

By: Rosabeth Moss Kanter and Jonathan Cohen

Ginni Rometty, who became IBM CEO in 2012, led efforts to transform the company around cognitive computing and the AI platform Watson. This Teaching Note helps instructors understand and teach the Harvard Business School case “IBM Transforming, 2012–2016: Ginni Rometty... View Details

Keywords: Digital; Technological Change; Artificial Intelligence; Data; IBM; Watson; Internet Of Things; Innovation and Invention; Management; Sales; Information Technology; Technological Innovation; Transformation; AI and Machine Learning

July 2021
Article

The Effect of Price on Firm Reputation

By: Michael Luca and Oren Reshef

While a business's reputation can affect its pricing, prices can also affect its reputation. To explore the effect of prices on reputation, we investigate daily data on menu prices and online ratings from a large rating and ordering platform. We find that a price... View Details

Keywords: Pricing; Reputation Systems; IT Policy And Management; Economics Of Digital Platforms; Business Ventures; Reputation; Price; Consumer Behavior; Analysis

Article

Why Apps for Managing Chronic Disease Haven't Been Widely Used, and How to Fix It

By: Robert S. Huckman and Ariel Dora Stern

Keywords: Health Care; Digital Health; Chronic Disease; App; Health Information Technology; Information Technology; Health Industry; United States

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2019
Article

Big Data

By: John A. Deighton

Big data is defined and distinguished from a mere moment in the “ancient quest to measure.” Specific discontinuities in the practice of information science are identified that, the paper argues, have large consequences for the social order. The infrastructure that runs... View Details

Keywords: Big Data; Digital Infrastructure; Privacy; Algorithm; Data Generators; Marketplace Icon; Analytics and Data Science; Infrastructure; Power and Influence; Society

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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

August 2018 (Revised October 2020)
Case

Tailor Brands: Artificial Intelligence-Driven Branding

By: Jill Avery

Using proprietary artificial intelligence technology, startup Tailor Brands set out to democratize branding by allowing small businesses to create their brand identities by automatically generating logos in just minutes at minimal cost with no branding or design skills... View Details

September 2017
Teaching Note

Marketing Transformation at Mastercard

By: Sunil Gupta and Srinivas K. Reddy

Teaching Note for HBS No. 517-040. 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

2022
Working Paper

Machine Learning Models for Prediction of Scope 3 Carbon Emissions

By: George Serafeim and Gladys Vélez Caicedo

For most organizations, the vast amount of carbon emissions occur in their supply chain and in the post-sale processing, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine learning algorithms on 15... View Details

Keywords: Carbon Emissions; Climate Change; Environment; Carbon Accounting; Machine Learning; Artificial Intelligence; Digital; Data Science; Environmental Sustainability; Environmental Management; Environmental Accounting

SSRN

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September 2023
Case

Diamond Standard

By: Lauren H. Cohen, Zhaoheng Gong and Grace Headinger

Cormac Kinney, Founder and CEO of Diamond Standard, was on a mission to transform the U.S. diamond market through unlocking the precious gems as market-traded assets. As a serial FinTech entrepreneur, he hoped to add an additional service to his vault: Carats. The... View Details

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

March 2014 (Revised January 2015)
Case

Prodigy Network: Democratizing Real Estate Design and Financing

By: Karim R. Lakhani, Katja Hutter and Greta Friar

This case follows Rodrigo Nino, founder and CEO of commercial real estate development company Prodigy Network, as he develops an equity-based crowdfunding model for small investors to access commercial real estate in Colombia, then tries out the model in the U.S. U.S.... View Details

July 2016
Case

Spotify

By: Anita Elberse and Alexandre de Pfyffer

In November 2014, Spotify's chief content officer Ken Parks learns that record label Big Machine Records has requested the immediate removal of superstar artist Taylor Swift's entire catalogue from Spotify's music streaming service. Is it time for Spotify to reconsider... View Details

Keywords: Entertainment; Marketing; Superstar; Music; Entertainment Marketing; Media; Digital Technology; Creative Industries; Product Portfolio Management; General Management; Management; Strategy; Internet and the Web; Open Source Distribution; Creativity; Music Entertainment; Product Marketing; Music Industry

2013
Working Paper

Where do the Most Active Customers Originate and How Can Firms Keep Them Engaged?

By: Clarence Lee, E. Ofek and Thomas Steenburgh

In this paper, we study how firms offering Web services can acquire and develop an active customer base. We focus on two basic questions. First, how does the method of customer acquisition affect the way customers use the service to meet their own needs and to interact... View Details

Keywords: Customer Engagement; Adoption Routes; Hidden Markov Models; Search; Word-of-Mouth; Digital Media; Customer Relationship Management; Internet and the Web; Mathematical Methods; Consumer Behavior; Entrepreneurship; Marketing Reference Programs; Web Services Industry

September 2019 (Revised October 2019)
Case

Burunda Prince at The Farm, a Comcast NBCUniversal Innovation Hub (Powered by Boomtown)

By: Linda A. Hill, Eric Mankin and Emily Tedards

After a successful inaugural year, Burunda Prince, the Managing Director of Comcast’s startup business accelerator The Farm, was getting ready for an eventful 2019. Comcast was America's largest cable and internet service provider, having built a profitable business... View Details

January 2024 (Revised January 2025)
Case

Huawei: Resilience amid Autarky and Adversity

By: William C. Kirby and Daniel Fu

In September 2023, Huawei made a dramatic return to the global smartphone space with the launch of its Mate 60 Pro smartphone, equipped with an indigenously designed, 7nm chip. This came despite a myriad of export controls and restrictions imposed against the company... View Details

March 2018
Teaching Note

Twine Health

By: Robert S. Huckman and Ariel D. Stern

In late 2014, Dr. John Moore (CEO), Frank Moss (chairman), and Scott Gilroy (CTO) of Twine Health (Twine) had to resolve several challenges that threatened to restrict the widespread dissemination of its sole product, Twine. Twine was a cloud-based platform that... View Details

Keywords: Health Care; Chronic Disease; Digital Health; Health Acceleration Challenge; Strategy; Disease Management; Health; Health Care and Treatment; Information Technology; Mobile and Wireless Technology; Technology Adoption; Health Industry; United States; Massachusetts

2013
Dissertation

Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics

By: Clarence Lee, Vineet Kumar and Sunil Gupta

Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers... View Details

Keywords: Discrete-Continuous Choice Dynamic Structural Models; Bayesian Estimation; Word-of-Mouth; Digital Services; Freemium; Entrepreneurship; Business Model; Motivation and Incentives; Marketing Strategy; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Business Startups