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All HBS Web
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- Faculty Publications (627)
- May 2023
- Teaching Note
Away: Scaling a DTC Travel Brand
By: Joseph B. Fuller and Jill Avery
Teaching Note for HBS Case No. 520-051. Away, a direct-to-consumer, digital native e-commerce seller of travel luggage, is debating how to invest its latest round of venture funding. How quickly could and should Away scale and what were the most promising growth...
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- May–June 2023
- Article
Which Firms Gain from Digital Advertising? Evidence from a Field Experiment
By: Weijia Dai, Hyunjin Kim and Michael Luca
Measuring the returns of advertising opportunities continues to be a challenge for many
businesses. We design and run a field experiment in collaboration with Yelp across 18,294
firms in the restaurant industry to understand which types of businesses gain more from...
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Dai, Weijia, Hyunjin Kim, and Michael Luca. "Which Firms Gain from Digital Advertising? Evidence from a Field Experiment." Marketing Science 42, no. 3 (May–June 2023): 429–439.
- April 2023 (Revised September 2023)
- Case
Apple's iPhone Revolution: Pioneering the Circular Economy
By: George Serafeim
When asked to identify an example of a circular economy business model that has generated billions in revenues for a company, ChatGPT, the famous chatbot that in 2022 rocked the world with its ability to perform a variety of tasks, immediately identified and...
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Keywords:
Iphone;
Smartphone;
Waste Management;
Recycling;
Innovation;
Product Upgrade;
Product Life Cycle;
Sustainability;
Climate Impact;
Digital;
Business Model Innovation;
Climate Change;
Information Technology;
Business Model;
Electronics Industry;
Information Technology Industry
Serafeim, George. "Apple's iPhone Revolution: Pioneering the Circular Economy." Harvard Business School Case 123-089, April 2023. (Revised September 2023.)
- April 12, 2023
- Article
Using AI to Adjust Your Marketing and Sales in a Volatile World
By: Das Narayandas and Arijit Sengupta
Why are some firms better and faster than others at adapting their use of customer data to respond to changing or uncertain marketing conditions? A common thread across faster-acting firms is the use of AI models to predict outcomes at various stages of the customer...
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Keywords:
Forecasting and Prediction;
AI and Machine Learning;
Consumer Behavior;
Technology Adoption;
Competitive Advantage
Narayandas, Das, and Arijit Sengupta. "Using AI to Adjust Your Marketing and Sales in a Volatile World." Harvard Business Review Digital Articles (April 12, 2023).
- 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...
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Keywords:
Decision Trees;
Computational Advertising;
Market Segmentation;
Analytics and Data Science;
E-commerce;
Consumer Behavior;
Marketplace Matching;
Marketing Channels;
Digital Marketing
Aouad, Ali, Adam Elmachtoub, Kris J. Ferreira, and Ryan McNellis. "Market Segmentation Trees." Manufacturing & Service Operations Management 25, no. 2 (March–April 2023): 648–667.
- February 2023
- Case
Adyen: Reshaping the Payment Ecosystem
By: Marco Di Maggio, Antonio Moreno and Elena Corsi
A payment services company rethinks its strategy to reach out to a different customer base.
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Keywords:
Digital Platforms;
Entrepreneurship;
Service Operations;
Market Entry and Exit;
Financial Services Industry;
Europe
Di Maggio, Marco, Antonio Moreno, and Elena Corsi. "Adyen: Reshaping the Payment Ecosystem." Harvard Business School Case 223-059, February 2023.
- February 2023 (Revised May 2023)
- Case
Accelerating the Accelerator: Raja Al Mazrouei at DIFC Fintech Hive
By: Linda A. Hill, Emily Tedards and Lydia Begag
In January 2023, Raja Al Mazrouei became the Managing Director and Acting CEO of Etihad Credit Insurance (ECI) in Dubai, UAE. In her previous role as the Executive Vice President of the DIFC Fintech Hive, she successfully built and led an accelerator program for...
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Keywords:
Organizational Change and Adaptation;
Organizational Culture;
Organizational Design;
Organizational Structure;
Management;
Strategy;
Technology Adoption;
Information Infrastructure;
Financial Management;
Financial Strategy;
Technological Innovation;
Digital Marketing;
Digital Strategy;
Digital Transformation;
Global Strategy;
Globalized Markets and Industries;
Banks and Banking;
Corporate Finance;
Leadership;
Leadership Development;
Leadership Style;
Financial Services Industry;
Technology Industry;
Banking Industry;
Middle East;
Singapore;
London;
United Arab Emirates;
Dubai
Hill, Linda A., Emily Tedards, and Lydia Begag. "Accelerating the Accelerator: Raja Al Mazrouei at DIFC Fintech Hive." Harvard Business School Case 423-064, February 2023. (Revised May 2023.)
- February 22, 2023
- Article
How to Seed Organic Marketing in a Video-First World
By: Ayelet Israeli, Leonard A. Schlesinger and Matt Higgins
Early direct-to-consumer (DTC) companies relied on plentiful capital and low-cost digital marketing to power growth. But as this sector has matured, capital is more constrained, social media is more cluttered, and customer acquisition costs are rising. DTC companies...
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Keywords:
Online Business;
Ecommerce;
E-commerce;
E-Commerce Strategy;
Omnichannel Retail;
Omnichannel Retailing;
Influencer Marketing;
Consumer;
Organic Growth;
Video Advertising;
Promotion;
Celebrities;
Online Advertising;
Online Channel;
Online Communities;
Online Community;
Go To Market Strategy;
Platform;
Media;
Media Content;
Digital;
Digital Culture;
Digital Influencers;
Direct To Consumer Marketing;
Direct-to-consumer;
Innovation & Entrepreneurship;
Innovation;
Sales;
Digital Platforms;
Digital Marketing;
Digital Strategy;
Consumer Behavior;
Internet and the Web;
Advertising;
Business Model;
Growth Management;
Marketing;
Marketing Strategy;
Marketing Channels;
Marketing Communications;
Communication Strategy;
Innovation Strategy;
Retail Industry;
Consumer Products Industry;
Fashion Industry;
Advertising Industry;
Apparel and Accessories Industry;
Beauty and Cosmetics Industry;
Food and Beverage Industry;
Media and Broadcasting Industry;
United States;
North America
Israeli, Ayelet, Leonard A. Schlesinger, and Matt Higgins. "How to Seed Organic Marketing in a Video-First World." Harvard Business Review (website) (February 22, 2023).
- February 2023
- Case
Roblox: Virtual Commerce in the Metaverse
By: Ayelet Israeli and Nicole Tempest Keller
In 2022, Roblox had 58.8 million daily active users, including over half of all children and teens under the age of 16 in the United States. Roblox, a free-to-use “co-experience platform”, allowed users to come together in immersive 3D experiences to socialize, work,...
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Keywords:
Entertainment;
Games, Gaming, and Gambling;
Market Design;
Marketing;
Brands and Branding;
Marketing Channels;
Marketing Strategy;
Business Strategy;
Economics;
Economy;
Economic Systems;
Advertising;
Advertising Campaigns;
Digital Platforms;
Markets;
Price;
Innovation and Management;
Entertainment and Recreation Industry;
Video Game Industry;
Technology Industry;
United States;
California;
North America;
South America;
Asia;
Europe
Israeli, Ayelet, and Nicole Tempest Keller. "Roblox: Virtual Commerce in the Metaverse." Harvard Business School Case 523-028, February 2023.
- February 2023
- Case
Seemore Meats & Veggies
By: Lou Shipley, Patricia Favreau and Mel Martin
Cara Nicoletti was an emerging food entrepreneur that had recently launched her first product, a sustainably sourced, vegetable-infused meat sausage. Brooklyn, New York City-based Seemore Meats & Veggies had seen promising signs of success in local markets and pockets...
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Keywords:
Sales;
Food;
Logistics;
Entrepreneurship;
Growth and Development Strategy;
Agriculture and Agribusiness Industry;
Food and Beverage Industry;
United States
Shipley, Lou, Patricia Favreau, and Mel Martin. "Seemore Meats & Veggies." Harvard Business School Case 823-084, February 2023.
- January 2023
- Case
Natura: Weathering the Pandemic at Brazil's Cosmetic Giant
By: Brian Trelstad, Pedro Levindo and Carla Larangeira
Brazil's Natura, a multi-brand cosmetics group, has taken several measures to safeguard the livelihoods of its thousands of employees and millions of sales representatives during the COVID-19 health and economic crisis. The company has also made strides in its efforts...
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Keywords:
COVID-19 Pandemic;
ESG Reporting;
Acquisition;
Customer Focus and Relationships;
Decision Making;
Social Entrepreneurship;
Environmental Sustainability;
Environmental Management;
Climate Change;
Ethics;
Moral Sensibility;
Values and Beliefs;
Global Strategy;
Corporate Governance;
Health Pandemics;
Human Resources;
Human Capital;
Crisis Management;
Growth and Development Strategy;
Marketing;
Distribution Channels;
Supply Chain;
Corporate Social Responsibility and Impact;
Mission and Purpose;
Organizational Culture;
Customer Ownership;
Relationships;
Business and Community Relations;
Business and Stakeholder Relations;
Networks;
Partners and Partnerships;
Science-Based Business;
Reputation;
Human Needs;
Social Issues;
Strategy;
Equality and Inequality;
Beauty and Cosmetics Industry;
Brazil;
Latin America
- 2023
- Working Paper
The Benefits of Revealing Race: Evidence from Minority-owned Local Businesses
By: Abhay Aneja, Michael Luca and Oren Reshef
Is there latent demand to support Black-owned businesses? To explore, we analyze a new feature
that made it easier to identify Black-owned restaurants on a large online platform. We find that
labeling restaurants as “Black-owned” increased customer engagement and...
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Keywords:
Black-owned Businesses;
Race;
Prejudice and Bias;
Ownership;
Knowledge Dissemination;
Digital Platforms;
Consumer Behavior;
Food and Beverage Industry
Aneja, Abhay, Michael Luca, and Oren Reshef. "The Benefits of Revealing Race: Evidence from Minority-owned Local Businesses." Harvard Business School Working Paper, No. 23-042, January 2023. (Revised September 2023.)
- January 2023 (Revised January 2024)
- Case
Digital Transformation at Tata Steel
By: Krishna Palepu, Das Narayandas, Radhika Kak and Rachna Tahilyani
T.V. Narendran, CEO of Tata Steel, India’s oldest steel manufacturing firm, had taken concrete business and cultural transformation steps to future-ready the firm since taking over in 2013. He had deleveraged and instilled financial discipline, acquired new businesses,...
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Keywords:
Digital Transformation;
Digital Strategy;
Change Management;
Growth and Development Strategy;
E-commerce;
Steel Industry;
Asia;
India
Palepu, Krishna, Das Narayandas, Radhika Kak, and Rachna Tahilyani. "Digital Transformation at Tata Steel." Harvard Business School Case 323-053, January 2023. (Revised January 2024.)
- January 23, 2023
- Article
Digital Public Health Interventions at Scale: The Impact of Social Media Advertising on Beliefs and Outcomes Related to COVID Vaccines
By: Susan Athey, Kristen Grabarz, Michael Luca and Nils Wernerfelt
Public health organizations increasingly use social media advertising campaigns in pursuit of public health goals. In this paper, we evaluate the impact of about $40 million of social media advertisements that were run and experimentally tested on Facebook and...
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Keywords:
COVID-19 Pandemic;
Public Health;
Vaccines;
Social Media;
Advertising;
Power and Influence;
Health Care and Treatment
Athey, Susan, Kristen Grabarz, Michael Luca, and Nils Wernerfelt. "Digital Public Health Interventions at Scale: The Impact of Social Media Advertising on Beliefs and Outcomes Related to COVID Vaccines." e2208110120. Proceedings of the National Academy of Sciences 120, no. 5 (January 23, 2023).
- January 2023
- Case
Proday: Calling the Right Play
By: Lindsay N. Hyde, Thomas R. Eisenmann and Tom Quinn
Sarah Kunst knew the elements of a successful startup from her tenure at venture capital firms. In April 2018, however, her own app – Proday, a home fitness platform featuring exercises filmed by professional sports stars – was floundering. Kunst theorized that...
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Keywords:
Social Media;
Entrepreneurship;
Advertising;
Digital Marketing;
Product Launch;
Social Marketing;
Failure;
Sports;
Applications and Software;
Business Startups;
Technology Industry;
United States
Hyde, Lindsay N., Thomas R. Eisenmann, and Tom Quinn. "Proday: Calling the Right Play." Harvard Business School Case 823-005, January 2023.
- January 2023 (Revised February 2024)
- Teaching Note
Perfect Diary (完美日记)
By: Shunyuan Zhang and Sunil Gupta
Teaching Note for HBS Case No. 522-030.
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- January 2023 (Revised January 2023)
- Case
Belden and Digital Transformation: From Product Sales to Solutions Sales
By: Frank V. Cespedes and Amy Klopfenstein
This case concerns the industrial automation division at Belden, a hardware manufacturer. While Belden historically sold products such as cables, wires, and other networking devices, EVP of Industrial Automation Ashish Chand recognized that IT vendors were entering the...
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Keywords:
Implementation;
Sales Cycle;
Digital Transformation;
Sales;
Product Positioning;
Business Model;
Market Entry and Exit;
Customer Focus and Relationships;
Business and Stakeholder Relations;
Supply and Industry;
Technology Industry;
North America;
United States
Cespedes, Frank V., and Amy Klopfenstein. "Belden and Digital Transformation: From Product Sales to Solutions Sales." Harvard Business School Case 823-002, January 2023. (Revised January 2023.)
- December 2022 (Revised June 2023)
- Case
Sword Health
By: Regina E. Herzlinger and Annelena Lobb
Virgilio “V” Bento, CEO of Sword Health—a startup that provided virtual physical therapy to patients in self-insured firms via AI and sensor technology with supervision by a physical therapist with a doctorate—considered how to increase its U.S. market share. To do so,...
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Keywords:
Business Growth and Maturation;
Competitive Strategy;
Health Industry;
Technology Industry
Herzlinger, Regina E., and Annelena Lobb. "Sword Health." Harvard Business School Case 323-022, December 2022. (Revised June 2023.)
- 2022
- Working Paper
Getting on the Map: The Impact of Online Listings on Business Performance
By: Michael Luca, Abhishek Nagaraj and Gauri Subramani
We evaluate the extent to which small businesses maintain an online presence, looking at restaurant listings on a major online review platform. While the majority of restaurants have an online presence, we find that roughly 18 percent in our sample have no presence as...
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Keywords:
Small Business;
Internet and the Web;
Revenue;
Digital Marketing;
Food and Beverage Industry
Luca, Michael, Abhishek Nagaraj, and Gauri Subramani. "Getting on the Map: The Impact of Online Listings on Business Performance." Harvard Business School Working Paper, No. 23-031, December 2022.
- December 2022 (Revised January 2023)
- Case
Cann: High Hopes for Cannabis Infused Beverages
By: Ayelet Israeli and Anne V. Wilson
Founded in 2018 by Jake Bullock and Luke Anderson, Cann sold “social tonics,” or cannabis-infused beverages. By 2022, the company had several notable celebrity investors and talent partners, had sold over 10 million beverages to consumers, was distributing in six...
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Keywords:
Stigma;
Product Innovation;
Product Introduction;
Product Differentiation;
New Products;
New Product Marketing;
New Product Management;
Brand Management;
Branding;
Packaging;
Positioning;
Growth Strategy And Execution;
Growth;
Cannabis Industry;
Purpose;
Purpose Brands;
LGBTQ;
Direct-to-consumer;
DTC;
Regulations;
Channels Of Distribution;
Product Development;
Product Marketing;
Product Positioning;
Product;
Innovation and Invention;
Brands and Branding;
Marketing;
Marketing Communications;
Marketing Channels;
Advertising;
Advertising Campaigns;
Digital Marketing;
Market Entry and Exit;
Governing Rules, Regulations, and Reforms;
Consumer Products Industry;
Food and Beverage Industry;
United States;
Canada;
North America
Israeli, Ayelet, and Anne V. Wilson. "Cann: High Hopes for Cannabis Infused Beverages." Harvard Business School Case 523-074, December 2022. (Revised January 2023.)