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All HBS Web
(1,160)
- Faculty Publications (135)
- 2021
- Working Paper
Time Dependency, Data Flow, and Competitive Advantage
Data is fundamental to machine learning-based products and services and is considered strategic due to its externalities for businesses, governments, non-profits, and more generally for society. It is renowned that the value of organizations (businesses, government...
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Keywords:
Economics Of AI;
Value Of Data;
Perishability;
Time Dependency;
Flow Of Data;
Data Strategy;
Analytics and Data Science;
Value;
Strategy;
Competitive Advantage
Valavi, Ehsan, Joel Hestness, Marco Iansiti, Newsha Ardalani, Feng Zhu, and Karim R. Lakhani. "Time Dependency, Data Flow, and Competitive Advantage." Harvard Business School Working Paper, No. 21-099, March 2021.
- March 9, 2021
- Article
Addressing Consolidation in Health Care Markets
By: Leemore S. Dafny
This Viewpoint proposes three steps the Biden administration can take to slow consolidation within health care, which has been shown to raise costs without improving service or quality: better fund federal antitrust enforcement agencies; appoint agency heads committed...
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Keywords:
Antitrust Issues And Policies;
Health Care and Treatment;
Markets;
Consolidation;
Competition;
Government Administration
Dafny, Leemore S. "Addressing Consolidation in Health Care Markets." JAMA, the Journal of the American Medical Association 325, no. 10 (March 9, 2021): 927–928.
- February 2021 (Revised May 2021)
- Case
SafeGraph: Selling Data as a Service
By: Ramana Nanda, Abhishek Nagaraj and Allison Ciechanover
Set in January 2021, the CEO of SafeGraph, a four-year-old startup that sold Data as a Service, looked to the future. His aim was to become the most trusted source for data about a physical place. The company provided points of interest (POI) and foot traffic data on...
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Keywords:
Data As A Service;
Monetization;
Pricing;
Business Startups;
Analytics and Data Science;
Consumer Behavior;
Analysis;
Business Model;
Health Pandemics;
Information Industry;
United States
Nanda, Ramana, Abhishek Nagaraj, and Allison Ciechanover. "SafeGraph: Selling Data as a Service." Harvard Business School Case 821-082, February 2021. (Revised May 2021.)
- January 2021 (Revised May 2021)
- Case
Delta Air Lines: Navigating the COVID-19 Storm
By: Ted Berk and Ryan Flamerich
This case examines Delta Air Lines’ response as demand for its services plummeted in the face of the COVID-19 pandemic, with a focus on the company’s funding needs and capital structure. Following a series of initial actions, the company’s cash “burn” had reduced from...
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Keywords:
COVID-19;
Health Pandemics;
Financial Condition;
Capital Structure;
Crisis Management;
Risk Management;
Business and Stakeholder Relations;
Air Transportation Industry
Berk, Ted, and Ryan Flamerich. "Delta Air Lines: Navigating the COVID-19 Storm." Harvard Business School Case 221-063, January 2021. (Revised May 2021.)
- 2023
- Working Paper
Personalized Game Design for Improved User Retention and Monetization in Freemium Games
By: Eva Ascarza, Oded Netzer and Julian Runge
One of the most crucial aspects and significant levers that gaming companies possess in designing
digital games is setting the level of difficulty, which essentially regulates the user’s ability to
progress within the game. This aspect is particularly significant in...
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Keywords:
Freemium;
Retention/churn;
Field Experiment;
Field Experiments;
Gaming;
Gaming Industry;
Mobile App;
Mobile App Industry;
Monetization;
Monetization Strategy;
Games, Gaming, and Gambling;
Mobile and Wireless Technology;
Customers;
Retention;
Product Design;
Strategy
Ascarza, Eva, Oded Netzer, and Julian Runge. "Personalized Game Design for Improved User Retention and Monetization in Freemium Games." Harvard Business School Working Paper, No. 21-062, November 2020. (Revised December 2023.)
- June 2020
- Case
In-housing Digital Marketing at Sprint Corp.
By: David E. Bell, Rajiv Lal and Olivia Hull
In the fall of 2019, Sprint’s Chief Digital Officer Rob Roy reflected on the telecom’s efforts to improve the effectiveness of its digital marketing campaigns. Digital media buying had long been handled by an outside agency, but in 2017, Sprint brought those functions...
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Keywords:
Advertising;
Digital Marketing;
Transformation;
Talent and Talent Management;
Marketing Strategy;
Social Marketing;
Web Services Industry;
Web Services Industry;
Web Services Industry;
United States
Bell, David E., Rajiv Lal, and Olivia Hull. "In-housing Digital Marketing at Sprint Corp." Harvard Business School Case 520-026, June 2020.
- April 2020
- Teaching Note
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...
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- March 2020
- Case
Sizmek Chapter 11: Surviving Walled Gardens in Their Ad Tech Empire
By: Ayelet Israeli, Danilo Tauro and Sarah Gulick
This case provides a post-mortem of the advertising technology (adtech) company Sizmek. Sizmek grew via multiple acquisitions, with the vision of becoming an integrated adtech company that could leverage AI to buy digital media, while creating and serving display and...
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Keywords:
Digital Marketing;
Insolvency and Bankruptcy;
Mergers and Acquisitions;
Applications and Software;
Internet and the Web;
Competition;
Marketing;
Advertising Industry;
Advertising Industry;
United States;
Europe
Israeli, Ayelet, Danilo Tauro, and Sarah Gulick. "Sizmek Chapter 11: Surviving Walled Gardens in Their Ad Tech Empire." Harvard Business School Case 520-087, March 2020.
- March 2020
- Case
Thingtesting: Launching a Brand Discovery and Testing Digital Community
By: Ayelet Israeli and Jill Avery
Thingtesting, a brand discovery and testing digital community devoted to uncovering and exploring direct-to-consumer brands, had just received seed funding and was contemplating a second year of growth. The new year brought many challenges, as founder Jenny Gyllander...
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Keywords:
Influencer Marketing;
Monetization;
Female Ceo;
Female Entrepreneur;
Female Protagonist;
Influencers;
Influencer;
Direct-to-consumer;
Marketing;
Brands and Branding;
Marketing Strategy;
Venture Capital;
Entrepreneurship;
Marketing Communications;
Financial Services Industry;
Financial Services Industry;
Financial Services Industry;
London;
United Kingdom;
United States;
Europe;
North America
Israeli, Ayelet, and Jill Avery. "Thingtesting: Launching a Brand Discovery and Testing Digital Community." Harvard Business School Case 520-086, March 2020.
- Article
Innovation Contests for High-Tech Procurement
By: Jin Hyun Paik, Martin Scholl, Rinat A. Sergeev, Steven Randazzo and Karim R. Lakhani
Innovation managers rarely use crowdsourcing as an innovative instrument despite extensive academic and theoretical research. The lack of tools available to compare and measure crowdsourcing, specifically contests, against traditional methods of procuring goods and...
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Keywords:
Open Innovation;
Contests;
Crowdsourcing;
Nasa;
Evaluation;
Acquisition;
Information Technology;
Innovation and Invention;
Performance Evaluation;
Framework
Hyun Paik, Jin, Martin Scholl, Rinat A. Sergeev, Steven Randazzo, and Karim R. Lakhani. "Innovation Contests for High-Tech Procurement." Research-Technology Management 63, no. 2 (March–April 2020): 36–45.
- January 2020
- Article
The Job Rating Game: Revolving Doors and Analyst Incentives
By: Elisabeth Kempf
Investment banks frequently hire analysts from rating agencies. While many argue that this "revolving door" creates captured analysts, it can also create incentives to improve accuracy. To study this issue, I construct an original dataset, linking analysts to their...
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Keywords:
Credit Rating Agencies;
Investment Banking;
Recruitment;
Performance Evaluation;
Financial Services Industry
Kempf, Elisabeth. "The Job Rating Game: Revolving Doors and Analyst Incentives." Journal of Financial Economics 135, no. 1 (January 2020): 41–67.
- November 2019 (Revised September 2022)
- Case
TripAdvisor: An Itinerary for Growth
By: Jeffrey F. Rayport, Spencer Rascoff and Susie L. Ma
In 2019, TripAdvisor was one of the best-known and most-trafficked online travel sites. For nearly 20 years, its founder and CEO Steve Kaufer had steered TripAdvisor through many phases of growth and profitability, but recently the company’s growth had started to slow....
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Keywords:
Business Growth and Maturation;
Decision Making;
Business or Company Management;
Growth Management;
Innovation and Invention;
Brands and Branding;
Operations;
Customer Value and Value Chain;
Information Technology;
Travel Industry;
Massachusetts
Rayport, Jeffrey F., Spencer Rascoff, and Susie L. Ma. "TripAdvisor: An Itinerary for Growth." Harvard Business School Case 820-039, November 2019. (Revised September 2022.)
- October 2019 (Revised January 2020)
- Case
Fixing Facebook: Fake News, Privacy, and Platform Governance
By: David Yoffie and Daniel Fisher
Mark Zuckerberg founded Facebook based on the idea that connecting people was a fundamentally good thing—and a way to turn a handsome profit. But from the beginning, Facebook received criticism both for how it handled user privacy and how it curated user-generated...
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Keywords:
Platform;
Governance;
Privacy;
Internet and the Web;
Corporate Governance;
Ethics;
Business and Government Relations;
Strategy;
Digital Platforms;
Web Services Industry
Yoffie, David, and Daniel Fisher. "Fixing Facebook: Fake News, Privacy, and Platform Governance." Harvard Business School Case 720-400, October 2019. (Revised January 2020.)
- June 2019
- Article
Fraud Allegations and Government Contracting
By: Jonas Heese and Gerardo Pérez Cavazos
This paper examines whether fraud allegations affect firms’ contracting with the government. Using a dataset of whistleblower allegations brought under the False Claims Act against firms accused of defrauding the government, we find that federal agencies do not reduce...
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Keywords:
Whistleblower;
Fraud Allegations;
False Claims Act;
Government Contracting;
Risk Allocation;
Government and Politics;
Contracts;
Crime and Corruption;
Risk and Uncertainty;
Business and Government Relations
Heese, Jonas, and Gerardo Pérez Cavazos. "Fraud Allegations and Government Contracting." Journal of Accounting Research 57, no. 3 (June 2019): 675–719.
- April 2019 (Revised August 2020)
- Case
Raksul
By: Scott Duke Kominers, Masahiro Kotosaka, Nobuo Sato and Akiko Kanno
Raksul, 2018 Forbes Japan "Startup of the Year," ran an e-commerce platform drawing upon thousands of individual suppliers. Launched as a business-to-business printing services marketplace, Raksul had recently expanded to operate both a logistics/delivery marketplace...
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- January 2019 (Revised March 2021)
- Case
SoundCloud: Subscription Streaming?
Established in 2007, SoundCloud already boasted the second largest number of active music listeners among all streaming services and was recognized as the go-to platform for new artists by early 2014. Yet, its founders were questioning the robustness of the firm’s...
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Keywords:
Audio;
Recording;
Artist;
Music;
Music Downloads;
Streaming;
Radio;
Subscription;
Subscription Model;
Mainstream;
Growth;
Lawsuit;
Licensing;
Customers;
Platform;
Pivot;
Music Entertainment;
Strategy;
Leadership;
Business Model;
Decision Making;
Advertising;
Digital Platforms;
Music Industry;
Europe;
Germany;
Sweden;
United States
Nanda, Ashish, Eric Van den Steen, Andy Wu, Jeffrey Boyar, and Bonnie Bennett Slater. "SoundCloud: Subscription Streaming?" Harvard Business School Case 719-430, January 2019. (Revised March 2021.)
- September–October 2018
- Article
Online MAP Enforcement: Evidence from a Quasi-Experiment
By: Ayelet Israeli
This paper investigates a manufacturer’s ability to influence compliance rates among its authorized online retailers by exploiting changes in the Minimum Advertised Price (MAP) policy and in dealer agreements. MAP is a pricing policy widely used by manufacturers to...
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Keywords:
Pricing Policies;
Pricing;
Channel Management;
Legal Aspects Of Business;
Retail;
Price;
Policy;
Governance Compliance;
Distribution Channels;
Management;
Retail Industry
Israeli, Ayelet. "Online MAP Enforcement: Evidence from a Quasi-Experiment." Marketing Science 37, no. 5 (September–October 2018): 710–732.
- 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...
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Keywords:
Startup;
Services;
Artificial Intelligence;
Machine Learning;
Digital Marketing;
Brand Management;
Big Data;
Internet Marketing;
Analytics;
Marketing;
Marketing Strategy;
Brands and Branding;
Information Technology;
Entrepreneurship;
Venture Capital;
Business Model;
Consumer Behavior;
AI and Machine Learning;
Analytics and Data Science;
Advertising Industry;
Advertising Industry;
Advertising Industry;
United States;
North America;
Israel
Avery, Jill. "Tailor Brands: Artificial Intelligence-Driven Branding." Harvard Business School Case 519-017, August 2018. (Revised October 2020.)
- June 2018 (Revised October 2018)
- Teaching Note
Valuing Snap After the IPO Quiet Period (A), (B), and (C)
By: Marco Di Maggio and Benjamin C. Esty
Teaching Note for HBS Nos. 218-095, 218-096, and 218-116.
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Keywords:
Sell-side Analysts;
Underwriters;
Investment Banking;
Social Network;
Discounted Cash Flow;
Cost Of Capital;
Conflicts Of Interest;
Corporate Governance;
Advertising;
Quiet Period;
Business Startups;
Digital Marketing;
Initial Public Offering;
Information Infrastructure;
Valuation;
Venture Capital;
Forecasting and Prediction;
Social Media;
Advertising Industry;
Advertising Industry;
Advertising Industry;
United States;
California
- June 2018 (Revised April 2021)
- Case
Valuing Snap After the IPO Quiet Period (A)
By: Marco Di Maggio, Benjamin C. Esty and Gregory Saldutte
Snap, the disappearing message app, went public at $17 per share on March 2, 2017, making its two 20-something founders the youngest self-made billionaires in the country. Over the next three weeks, 14 analysts made investment recommendations on Snap: two with buy...
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Keywords:
Sell-side Analysts;
Underwriters;
Investment Banking;
Social Network;
Discounted Cash Flow;
Cost Of Capital;
Conflicts Of Interest;
Corporate Governance;
Advertising;
Quiet Period;
"DCF Valuation,";
Business Startups;
Digital Marketing;
Initial Public Offering;
Information Infrastructure;
Valuation;
Venture Capital;
Forecasting and Prediction;
Social Media;
Advertising Industry;
Advertising Industry;
Advertising Industry;
United States;
California
Di Maggio, Marco, Benjamin C. Esty, and Gregory Saldutte. "Valuing Snap After the IPO Quiet Period (A)." Harvard Business School Case 218-095, June 2018. (Revised April 2021.)