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All HBS Web
(566)
- Faculty Publications (156)
- May 2021 (Revised February 2024)
- Teaching Note
THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)
By: Ayelet Israeli and Jill Avery
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...
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Keywords:
Data;
Data Analytics;
Artificial Intelligence;
AI;
AI Algorithms;
AI Creativity;
Fashion;
Retail;
Retail Analytics;
E-Commerce Strategy;
Platform;
Platforms;
Big Data;
Preference Elicitation;
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;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
United States
- April 2021 (Revised July 2021)
- Case
StockX: The Stock Market of Things (Abridged)
By: Chiara Farronato, John J. Horton, Annelena Lobb and Julia Kelley
Founded in 2015 by Dan Gilbert, Josh Luber, and Greg Schwartz, StockX was an online platform where users could buy and sell unworn luxury and limited-edition sneakers. Sneaker resale prices often fluctuated over time based on supply and demand, creating a robust...
View Details
Keywords:
Markets;
Auctions;
Bids and Bidding;
Demand and Consumers;
Consumer Behavior;
Analytics and Data Science;
Market Design;
Digital Platforms;
Market Transactions;
Marketplace Matching;
Supply and Industry;
Analysis;
Price;
Product Marketing;
Product Launch;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
North and Central America;
United States;
Michigan;
Detroit
Farronato, Chiara, John J. Horton, Annelena Lobb, and Julia Kelley. "StockX: The Stock Market of Things (Abridged)." Harvard Business School Case 621-107, April 2021. (Revised July 2021.)
- March 17, 2021
- Other Article
Beyond Pajamas: Sizing Up the Pandemic Shopper
By: Ayelet Israeli, Eva Ascarza and Laura Castrillo
A first look at how the COVID-19 pandemic impacted e-commerce apparel shopping in the US and the UK. Extensive analysis and interactive graphics utilizing millions of transactions.
While the pandemic is still playing out, our preliminary investigations... View Details
While the pandemic is still playing out, our preliminary investigations... View Details
Keywords:
Retail;
Retail Analytics;
Consumer;
Pandemic;
COVID;
COVID-19;
Apparel;
Ecommerce;
Online Shopping;
Online Apparel;
Online Sales;
Returns;
CRM;
Customer Retention;
Customer Experience;
Customer Value;
Digital;
Customer Focus and Relationships;
Customers;
Health Pandemics;
Consumer Behavior;
Customer Relationship Management;
Internet and the Web;
Behavior;
E-commerce;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
United States;
United Kingdom
Israeli, Ayelet, Eva Ascarza, and Laura Castrillo. "Beyond Pajamas: Sizing Up the Pandemic Shopper." Harvard Business School Working Knowledge (March 17, 2021).
- February 2021
- Case
Apple: Privacy vs. Safety (A)
By: Henry McGee, Nien-hê Hsieh, Sarah McAra and Christian Godwin
In 2015, Apple CEO Tim Cook debuted the iPhone 6S with enhanced security measures that enflamed a debate on privacy and public safety around the world. The iPhone 6S, amid a heightened concern for privacy following the 2013 revelation of clandestine U.S. surveillance...
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Keywords:
Iphone;
Encryption;
Data Privacy;
Customers;
Customer Focus and Relationships;
Decision Making;
Ethics;
Values and Beliefs;
Globalized Firms and Management;
Government and Politics;
National Security;
Law;
Law Enforcement;
Leadership;
Markets;
Safety;
Social Issues;
Corporate Social Responsibility and Impact;
Civil Society or Community;
Mobile and Wireless Technology;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry;
United States;
China;
Hong Kong
McGee, Henry, Nien-hê Hsieh, Sarah McAra, and Christian Godwin. "Apple: Privacy vs. Safety (A)." Harvard Business School Case 321-004, February 2021.
- February 2021 (Revised March 2021)
- Supplement
Arçelik: COVID-19 Fueled Omnichannel Growth (B)
By: Ayelet Israeli and Fares Khrais
Israeli, Ayelet, and Fares Khrais. "Arçelik: COVID-19 Fueled Omnichannel Growth (B)." Harvard Business School Supplement 521-068, February 2021. (Revised March 2021.)
- 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;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
United States
Avery, Jill, Ayelet Israeli, and Emma von Maur. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Case 521-070, January 2021. (Revised March 2021.)
- January 2021 (Revised March 2022)
- Case
Arçelik: From a Dealer Network to an Omnichannel Experience
By: Ayelet Israeli and Fares Khrais
Arçelik Turkey, the country’s market leader in household appliances, was at an omnichannel crossroads in January 2020. Arçelik was a B2B player utilizing a dealership network with an umbrella of brands and had one of the largest brick-and-mortar store networks in...
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Keywords:
Digital Marketing;
Bricks And Mortar;
Franchise Management;
Franchising;
Dealer Network;
Dealers;
B2B;
B2B2C;
Tradition;
Culture Change;
Cultural Adaptation;
Omnichannel;
Omnichannel Retail;
Omni-channel;
Omnichannel Retailing;
Sales Channels;
Sales Channel Development;
Channel Management;
Channels Of Distribution;
Marketplace;
Platforms;
Collaboration;
Online Channel;
Online Data;
Online Sales;
Online Shopping;
Online;
Retail;
Retailing;
Disruption;
Transformation;
Franchise Ownership;
Change Management;
Partners and Partnerships;
Consumer Behavior;
Sales;
Internet and the Web;
Marketing Strategy;
Conflict and Resolution;
Conflict Management;
Organizational Culture;
Distribution Channels;
Digital Transformation;
Digital Platforms;
Electronics Industry;
Electronics Industry;
Electronics Industry;
Turkey
Israeli, Ayelet, and Fares Khrais. "Arçelik: From a Dealer Network to an Omnichannel Experience." Harvard Business School Case 521-067, January 2021. (Revised March 2022.)
- July 2020
- Case
Kathy Fish at Procter & Gamble: Navigating Industry Disruption by Disrupting from Within
When Kathy Fish, Procter & Gamble’s Chief Research, Development & Innovation Officer, and a 40-year company veteran, stepped into her role in 2014, she was concerned that the world’s leading consumer packaged goods company had lost its capability to produce a steady...
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Keywords:
Female Protagonist;
Organizational Change;
Organizational Behavior;
Culture Change;
Digital;
Innovation;
Lean Startup;
Experimentation;
Metrics;
Consumer Packaged Goods (CPG);
Leadership;
Leading Change;
Change Management;
Organizational Culture;
Organizational Change and Adaptation;
Disruption;
Innovation and Invention;
Digital Transformation
Truelove, Emily, Linda A. Hill, and Emily Tedards. "Kathy Fish at Procter & Gamble: Navigating Industry Disruption by Disrupting from Within." Harvard Business School Case 421-012, July 2020.
- June 2020
- Case
Jill Draeger
By: Howard H. Stevenson and Michael J. Roberts
The Jill Draeger case is designed as an introduction to a general course on entrepreneurship. It is appropriate for many levels of students. It attempts to portray the archetype of opportunity-focused, resource-constrained behavior that is the hallmark of...
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Keywords:
Entrepreneurship;
Personal Development and Career;
Opportunities;
Negotiation;
Agreements and Arrangements;
Risk Management
Stevenson, Howard H., and Michael J. Roberts. "Jill Draeger." Harvard Business School Brief Case 920-578, June 2020.
- June 2020
- Teaching Note
Armarium: Luxury Fashion Brands for Rent
By: Jill Avery and David Fubini
Armarium, a two-sided digital platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:...
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Keywords:
Luxury Brand;
Fashion;
Sharing Economy;
Two-sided Marketplace;
Target Market;
Customer Selection;
Marketing;
Brands and Branding;
Luxury;
Two-Sided Platforms;
Business Model;
Growth and Development Strategy;
Customer Value and Value Chain;
Consumer Products Industry;
Consumer Products Industry;
United States;
North America
- May 2020 (Revised July 2022)
- Case
Brand Storytelling at Shinola
By: Jill Avery, Giana M. Eckhardt and Michael B. Beverland
Detroit, Michigan, aka “The Motor City,” is most known as the birthplace of most of the American classic automotive brands. It is a city filled with the rich history of the industrial age, the pride of American manufacturing, and of the soulful sounds of Motown music....
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Keywords:
Marketing;
Brands and Branding;
Marketing Communications;
Advertising;
Luxury;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry;
Detroit;
United States;
North America
Avery, Jill, Giana M. Eckhardt, and Michael B. Beverland. "Brand Storytelling at Shinola." Harvard Business School Case 520-102, May 2020. (Revised July 2022.)
- March 2020
- Technical Note
Influencer Marketing
By: Jill Avery and Ayelet Israeli
Despite a heavy barrage of advertising, most consumers declare that their purchases are most influenced by the experiences, advice, and recommendations of others, and not by marketers. Interpersonal communication between and among consumers serves as a potent path for...
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Keywords:
Influencers;
Marketing;
Marketing Communications;
Brands and Branding;
Marketing Strategy;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry
Avery, Jill, and Ayelet Israeli. "Influencer Marketing." Harvard Business School Technical Note 520-075, March 2020.
- February 2020 (Revised April 2021)
- Case
StockX: The Stock Market of Things
By: Chiara Farronato, John J. Horton, Annelena Lobb and Julia Kelley
Founded in 2015 by Dan Gilbert, Josh Luber, and Greg Schwartz, StockX was an online platform where users could buy and sell unworn luxury and limited-edition sneakers. Sneaker resale prices often fluctuated over time based on supply and demand, creating a robust...
View Details
Keywords:
Markets;
Auctions;
Bids and Bidding;
Demand and Consumers;
Consumer Behavior;
Analytics and Data Science;
Market Design;
Digital Platforms;
Market Transactions;
Marketplace Matching;
Supply and Industry;
Analysis;
Price;
Product Marketing;
Product Launch;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
North and Central America;
United States;
Michigan;
Detroit
Farronato, Chiara, John J. Horton, Annelena Lobb, and Julia Kelley. "StockX: The Stock Market of Things." Harvard Business School Case 620-062, February 2020. (Revised April 2021.)
- January 2020
- Case
The June Oven
By: Leonard A. Schlesinger and Christian Godwin
The June Oven was a smart oven which was capable of identifying food and cooking it accordingly. This type of smart oven represented the next step in the long history of oven and stove development. Due to the widespread use of traditional ovens, the market for the June...
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Keywords:
Business Ventures;
Trends;
Customers;
Design;
Entrepreneurship;
Food;
Goods and Commodities;
Innovation and Invention;
Marketing;
Brands and Branding;
Demand and Consumers;
Distribution;
Product Development;
Sales;
Information Technology;
Internet and the Web;
Applications and Software;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry;
United States
Schlesinger, Leonard A., and Christian Godwin. "The June Oven." Harvard Business School Case 320-067, January 2020.
- 2019
- Working Paper
Real Exchange Rate Behavior: New Evidence from Matched Retail Goods
By: Alberto Cavallo, Brent Neiman and Roberto Rigobon
We use a dataset containing daily prices for thousands of matched retail products in nine countries to study tradable-goods real exchange rates. Prices were collected from the websites of large multi-channel retailers and then carefully matched into narrowly-defined...
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Keywords:
Purchasing Power Parity;
Online Prices;
Real Exchange Rate;
Macroeconomics;
Currency Exchange Rate;
Price;
Internet and the Web
Cavallo, Alberto, Brent Neiman, and Roberto Rigobon. "Real Exchange Rate Behavior: New Evidence from Matched Retail Goods." Harvard Business School Working Paper, No. 20-040, January 2019.
- June 2019 (Revised September 2019)
- Case
Parrot: Navigating the Nascent Drone Industry
By: Rory M. McDonald, Emilie Billaud and Vincent Dessain
In 2018, Henri Seydoux, CEO and Founder of Parrot, believed that his company was at an inflection point in its history. Parrot had been a European leader in consumer electronics since the 1990s, first developing Bluetooth kits for cars before moving on to electronic...
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Keywords:
Forecasting and Prediction;
Disruption;
Entrepreneurship;
Corporate Strategy;
Technological Innovation;
Leading Change;
Competitive Advantage;
Information Technology;
Competitive Strategy;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry;
Consumer Products Industry;
Europe;
France;
Paris
McDonald, Rory M., Emilie Billaud, and Vincent Dessain. "Parrot: Navigating the Nascent Drone Industry." Harvard Business School Case 619-085, June 2019. (Revised September 2019.)
- February 2019 (Revised January 2021)
- Case
Quiksilver Inc. and Oaktree Capital Management
By: Kristin Mugford and Mike Harmon
Sports lifestyle company Quiksilver filed for bankruptcy in September 2015. Oaktree is considering an additional investment in the company to facilitate the restructuring.
Students must consider whether Oaktree should invest given the risks of the turnaround...
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Keywords:
Bankruptcy;
Bankruptcy Reorganization;
Insolvency and Bankruptcy;
Acquisition;
Restructuring;
Debt Securities;
Transformation;
Decision Making;
Borrowing and Debt;
Investment Return;
Crisis Management;
Negotiation;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
France;
United States
Mugford, Kristin, and Mike Harmon. "Quiksilver Inc. and Oaktree Capital Management." Harvard Business School Case 219-097, February 2019. (Revised January 2021.)
- January 2019 (Revised July 2019)
- Case
New Balance: Managing Orders and Working Conditions
By: Michael W. Toffel, Eileen McNeely and Matthew Preble
New Balance Athletics, Inc., a major U.S.-based athletic footwear and apparel brand, sources most of its footwear products from independent suppliers whose factories are located in China, Indonesia, and Vietnam. Monica Gorman, vice president of responsible leadership...
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Keywords:
Footwear;
Athletic Footwear;
Manufacturing;
CSR;
Sustainability;
Quality Management;
Supply Chains;
Operations;
Management;
Production;
Working Conditions;
Corporate Social Responsibility and Impact;
Labor and Management Relations;
Supply Chain Management;
Supply Chain;
Order Taking and Fulfillment;
Apparel and Accessories Industry;
Apparel and Accessories Industry
Toffel, Michael W., Eileen McNeely, and Matthew Preble. "New Balance: Managing Orders and Working Conditions." Harvard Business School Case 619-002, January 2019. (Revised July 2019.)
- December 2018 (Revised September 2019)
- Case
Brand Activism: Nike and Colin Kaepernick
By: Jill Avery and Koen Pauwels
Nike's selection of politically polarizing Colin Kaepernick as the spokesperson for the 30th anniversary of its iconic "Just Do It" campaign catapulted the brand into the media spotlight and made it a political flashpoint for consumers across America. Would the choice...
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Keywords:
Digital Marketing;
Entertainment;
Politics;
Activism;
Brand Equity;
Marketing;
Marketing Strategy;
Brands and Branding;
Marketing Communications;
Sports;
Advertising;
Social Media;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
Apparel and Accessories Industry;
United States;
North America
Avery, Jill, and Koen Pauwels. "Brand Activism: Nike and Colin Kaepernick." Harvard Business School Case 519-046, December 2018. (Revised September 2019.)
- November 2018 (Revised August 2020)
- Case
The Reinvention of Kodak
By: Ryan Raffaelli and Christine Snively
The Eastman Kodak Company (Kodak) was a name familiar to most Americans. The company had dominated the film and photography industry through most of the 20th Century and was known for making affordable cameras (and the “Kodak Moment”) and supplying the movie industry...
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Keywords:
CEO;
Leadership;
Asset Management;
Transformation;
Organizational Change and Adaptation;
Competitive Strategy
Raffaelli, Ryan, and Christine Snively. "The Reinvention of Kodak." Harvard Business School Case 419-012, November 2018. (Revised August 2020.)