Publications

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

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

September 2020 (Revised March 2022)
Case

JOANN: Joannalytics Inventory Allocation Tool

By: Kris Ferreira and Srikanth Jagabathula

Michael Joyce, Vice President of Inventory Management at JOANN, championed an effort to develop and implement an inventory allocation analytics tool that used advanced analytics to predict in-season demand of seasonal items for each of JOANN’s nearly 900 stores and... View Details

Keywords: Analytics; Machine Learning; Optimization; Inventory Management; Mathematical Methods; Decision Making; Operations; Supply Chain Management; Resource Allocation; Distribution; Technology Adoption; Applications and Software; Change Management; Fashion Industry; Fashion Industry; Fashion Industry; United States; Ohio

July 2020 (Revised July 2023)
Case

Live Nation and Pharrell Williams

By: Anita Elberse and Kate Christensen

“We’re in business together, and whether we lose a few million dollars or make a few million dollars, let’s do this. If you think you can pull it off, I’m behind you.” Michael Rapino, chief executive officer of Live Nation, the world’s leading live entertainment... View Details

Keywords: Music; Entertainment; Superstars; Talent; Labor Economics; General Management; Music Entertainment; Media; Talent and Talent Management; Joint Ventures; Marketing; Strategy; Music Industry

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:... View Details

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; Fashion Industry; Fashion Industry; United States; North America

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

January 2020 (Revised October 2021)
Case

Zara: An Integrated Store and Online Model (A)

By: Antonio Moreno

In 2010, amidst the growth of ecommerce and the emergence of new, purely online, fashion players, Zara launched its first online store, Zara.com. Since then, Zara’s online business had grown at a fast pace. By 2018, 12% of Inditex Group’s total sales came from the... View Details

Keywords: Stores; Integration; Operations; Business Model; Strategy; E-commerce; Retail Industry; Retail Industry; Europe

December 2019
Article

The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment

By: Donald Ngwe, Kris J. Ferreira and Thales Teixeira

Many online stores are designed such that shoppers can easily access any available discounted products. We propose that deliberately increasing search frictions by placing small obstacles to locating discounted items can improve online retailers’ margins and even... View Details

Keywords: Online Retailing; Friction; Effor; Search Costs; Price Discrimination; Marketing; Consumer Behavior; Strategy; Price; E-commerce; Retail Industry; Retail Industry

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November 2019
Case

Celebrity Fashions Limited (A)

By: V.G. Narayanan, Tanvi Deshpande and Shreya Ramachandran

In May 2017 in Chennai, India, the chairman of Celebrity Fashions doubted whether the company could last until the end of the year. Venkatesh Rajagopal had found that the company, a readymade garment manufacturing and exporter he founded in 1989, was having a hard time... View Details

Keywords: Turnarounds; Operations; Management; Financial Condition; Problems and Challenges; Communication; Organizational Change and Adaptation; Transformation; Apparel and Accessories Industry; Apparel and Accessories Industry

July 2019
Teaching Note

Miroglio Fashion

By: Sunil Gupta

Teaching Note for HBS Nos. 519-053, 519-070, and 519-072. View Details

Keywords: Inventory Management; Demand Forecasting; Artificial Intelligence; Machine Learning; Forecasting and Prediction; Operations; Management; Decision Making; Marketing; AI and Machine Learning; Apparel and Accessories Industry; Apparel and Accessories Industry

March 2019 (Revised June 2019)
Case

Global Sourcing at Nike

By: Nien-hê Hsieh, Michael W. Toffel and Olivia Hull

This case explores the evolution of Nike’s global product sourcing strategy, in particular ongoing efforts to improve working conditions at its suppliers’ factories. When the case opens in July 2018, Vice President of Sourcing Amanda Tucker and her colleagues in Nike’s... View Details

February 2019
Case

Miroglio Fashion (A)

By: Sunil Gupta and David Lane

Francesco Cavarero, chief information officer of Miroglio Fashion, Italy’s third-largest retailer of women’s apparel, was trying to bring analytical rigor to the company’s forecasting and inventory management decisions. But fashion is inherently hard to predict. Can... View Details

Keywords: Inventory Management; Demand Forecasting; Artificial Intelligence; Machine Learning; Forecasting and Prediction; Operations; Management; Decision Making; AI and Machine Learning; Apparel and Accessories Industry; Apparel and Accessories Industry

December 2018
Case

Choosy

By: Jeffrey J. Bussgang and Julia Kelley

Founded in 2017, Choosy is a data-driven fashion startup that uses algorithms to identify styles trending on social media. After manufacturing similar items using a China-based supply chain, Choosy sells them to consumers through its website and social media pages.... View Details

November 2018 (Revised April 2019)
Case

Nike: Changing the Sneakers Game

By: Anita Elberse, Bryce Aiken and Howard Johnson

“Our goal is to be the kind of start-up that would terrify Nike—if Nike didn’t already own us.” Ron Faris, general manager of S23NYC, a Manhattan-based digital studio owned by sports apparel giant Nike, is on the phone with Adam Sussman, Nike’s chief digital officer.... View Details

Keywords: Digital Technology; Apparel; Fashion; Superstar; Innovation; General Management; Mobile and Wireless Technology; Strategy; Marketing Strategy; Innovation and Invention; Management; Sports; Entertainment; Digital Strategy; Apparel and Accessories Industry

Article

The Hidden Costs of Initial Coin Offerings

By: Jeffrey J. Bussgang and Ramana Nanda

In recent years, much has been written about how the Blockchain is poised to transform traditional industries such as banking, real estate, and healthcare. More recently, it has gained attention as a way to finance new ventures, through what is known as an Initial Coin... View Details

Keywords: Initial Coin Offerings; Business Ventures; Entrepreneurship; Finance

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October 2018 (Revised October 2018)
Teaching Note

La-Z-Boy (A)

By: Joseph B. Fuller and Julia Kelley

Kurt Darrow, CEO of La-Z-Boy furniture, must decide whether to continue an overhaul of the company's strategy in the face of a collapse in demand during the great recession. Having pared back La-Z-Boy's portfolio of brands and manufacturing network, he intends to... View Details

October 2018
Case

Shield AI

By: Mitchell Weiss and A.J. Steinlage

Shield AI’s quadcopter – with no pilot and no flight plan – could clear a building and outpace human warfighters by almost five minutes. This was not to say that it was better than the warfighters or would replace their jobs, but it was evidence that autonomous robots... View Details

August 2018
Teaching Note

Magpie: Developing and Using Buyer Personas

By: Frank V. Cespedes

Teaching Note for HBS No. 818-013. Magpie is a startup with a platform that allows publishers to natively tag the products discussed in their content and thus allows consumers to purchase those products without needing to leave that publisher’s web page. A key aspect... View Details

Keywords: Buying Process; Marketing; Sales; Distribution Channels; Segmentation; Entrepreneurship; Social Media; Consumer Products Industry; Consumer Products Industry; United States

August 2018 (Revised August 2018)
Case

The De Beers Group: Launching Lightbox Jewelry for Lab-Grown Diamonds

By: Benjamin C. Esty

In May 2018, the De Beers Group shocked the diamond industry when it announced it was launching a new fashion jewelry brand of laboratory-grown (synthetic) diamonds. The reaction was swift as people sought to understand the company’s motivations: was it a “huge gamble”... View Details