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  • All HBS Web  (682)
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    • News  (161)
    • Research  (376)
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  • 27 Oct 2011
  • Research & Ideas

Horrible Boss Workarounds

didn't use computers himself and didn't see the value in the strategy. So a group of self-starters went ahead and designed a small, low-risk e-commerce pilot anyway. It tested well, the CEO was at last impressed, and the project moved... View Details
Keywords: by Carmen Nobel
  • March 2018
  • Supplement

Chewy.com (B)

By: Jeffrey F. Rayport and Matthew G. Preble
Cohen and Chewy’s other board members decided to fully insource order fulfilment and commenced building an order fulfilment center near its 3PL partner’s facility. As soon as the 3PL learned that Chewy would be managing its own order fulfillment; however, it decided to... View Details
Keywords: Pet Food; Pet Products; Retail; Growth and Development Strategy; Service Operations; Decision Choices and Conditions; E-commerce; Retail Industry; Service Industry
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Rayport, Jeffrey F., and Matthew G. Preble. "Chewy.com (B)." Harvard Business School Supplement 818-105, March 2018.
  • January 2018
  • Supplement

Jumia Nigeria PowerPoint Supplement

By: Ramon Casadesus-Masanell
Founded in 2012, Jumia Nigeria, a startup effort by Germany-based Rocket Internet, aimed to become an African Amazon. The company entered the nascent market and immediately enjoyed an uptick in consumer spending fueled by the strength of Nigeria’s oil-based economy. By... View Details
Keywords: Retail; Marketplace; Inventory; Nigeria; Africa; Ecommerce; Funding; Business Ecosystems; Business Ecosystem; Competition; Business Model; Globalization; Emerging Markets; Expansion; Logistics; E-commerce; Retail Industry; India; Nigeria; Africa
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Casadesus-Masanell, Ramon. "Jumia Nigeria PowerPoint Supplement." Harvard Business School PowerPoint Supplement 718-468, November 2017.
  • January 2018 (Revised March 2019)
  • Teaching Note

Jumia Nigeria: from Retail to Marketplace (A) and (B)

By: Ramon Casadesus-Masanell and Karen Elterman
Founded in 2012, Jumia Nigeria, a startup effort by Germany-based Rocket Internet, aimed to become an African Amazon. The company entered the nascent market and immediately enjoyed an uptick in consumer spending fueled by the strength of Nigeria’s oil-based economy. By... View Details
Keywords: Retail; Marketplace; Inventory; Ecommerce; Funding; Business Ecosystems; Competition; Business Model; Globalization; Emerging Markets; Expansion; Logistics; E-commerce; Retail Industry; India; Nigeria; Africa
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Casadesus-Masanell, Ramon, and Karen Elterman. "Jumia Nigeria: from Retail to Marketplace (A) and (B)." Harvard Business School Teaching Note 718-467, January 2018. (Revised March 2019.)
  • 19 Nov 2018
  • Sharpening Your Skills

E-Santa: Is Retail Ready for Digital Christmas?

Is Amazon's growing retail power capable of breaking the "wheel of retailing" theory? Retail Reaches a Tipping Point—Which Stores Will Survive? E-commerce is about to deal severe blows to many familiar store-based brands. How to... View Details
Keywords: by Sean Silverthorne; Retail
  • May–June 2023
  • Article

Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail

By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
The impact of delays has been widely studied in various offline services. The focus of this study is online services, and we explore the impact of in-process delays—measured by website speed—on customer behavior. We leverage novel retail and website speed data to... View Details
Keywords: Online Retail; Quasi-experiments; Abandonment; Synthetic Control; E-commerce; Internet and the Web; Consumer Behavior; Policy; Retail Industry
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Gallino, Santiago, Nil Karacaoglu, and Antonio Moreno. "Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail." Operations Research 71, no. 3 (May–June 2023): 876–894.
  • December 2017 (Revised March 2019)
  • Case

Armarium: Luxury Fashion Brands for Rent

By: Jill Avery, David Fubini, Natasha Dossa and Devon Stewart
Armarium, a two-sided online 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: Brand Management; Retailing; Sharing Economy; Luxury Brand; Ecommerce; Startup; Fashion; Brand Positioning; Customer Acquisition; Internet Marketing; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Business Startups; Luxury; Consumer Behavior; Growth and Development Strategy; Social Media; E-commerce; Fashion Industry; Retail Industry; Apparel and Accessories Industry; United States; North America
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Avery, Jill, David Fubini, Natasha Dossa, and Devon Stewart. "Armarium: Luxury Fashion Brands for Rent." Harvard Business School Case 518-047, December 2017. (Revised March 2019.)
  • December 2016
  • Case

thredUP: Think Secondhand First

By: Thomas Eisenmann, Allison Ciechanover and Jeff Huizinga
In the fall of 2016, the management team at thredUP, the largest U.S. online retailer of second hand clothing, is deciding whether to expand into international markets. Over the past 12 months the 7-year-old startup, which had raised over $130 million in venture... View Details
Keywords: Scaling Start-ups; International Expansion; Online Consignment; Apparel; Internet and the Web; Expansion; Entrepreneurship; Global Strategy; Business Startups; E-commerce; Apparel and Accessories Industry; Retail Industry; San Francisco
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Eisenmann, Thomas, Allison Ciechanover, and Jeff Huizinga. "thredUP: Think Secondhand First." Harvard Business School Case 817-083, December 2016.
  • October 2018 (Revised July 2019)
  • Case

BulkWhiz: Negotiating as a Startup Founder in the UAE

By: Katherine Coffman, Christine Exley and Alpana Thapar
This case follows Amira Rashad as she founds BulkWhiz, a Dubai-based buy-in-bulk grocery delivery platform. Following its launch in September 2017, BulkWhiz experiences rapid growth of 30 percent per month in the United Arab Emirates. Despite this initial success,... View Details
Keywords: Entrepreneurial Management; Start-ups; Startup; Female Entrepreneur; Technology; Decision-making; Negotiations; Co-founders; Fundraising; Entrepreneurship; Business Startups; Management; Internet and the Web; Growth and Development Strategy; Decision Making; Negotiation; Expansion; E-commerce; Middle East; United Arab Emirates
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Coffman, Katherine, Christine Exley, and Alpana Thapar. "BulkWhiz: Negotiating as a Startup Founder in the UAE." Harvard Business School Case 919-004, October 2018. (Revised July 2019.)
  • November–December 2021
  • Article

Does Gender Matter? The Effect of Management Responses on Reviewing Behavior

By: Davide Proserpio, Isamar Troncoso and Francesca Valsesia
We study the effect of management responses on the reviewing behavior of self-identified female and male reviewers. Using data from Tripadvisor, we show that after hotels begin to respond to reviews, the probability that a negative review comes from a self-identified... View Details
Keywords: Word Of Mouth; Online Reviews; Management Responses; E-commerce; Gender; Prejudice and Bias; Digital Platforms; Customers
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Proserpio, Davide, Isamar Troncoso, and Francesca Valsesia. "Does Gender Matter? The Effect of Management Responses on Reviewing Behavior." Marketing Science 40, no. 6 (November–December 2021): 1199–1213.
  • November 2014
  • Supplement

The Grommet - Video Supplement

By: Lynda M. Applegate, Karen Gordon Mills, Lena G. Goldberg and Annelena Lobb
Keywords: Retail; Internet and the Web; Entrepreneurship; Product Launch; E-commerce; Retail Industry
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Applegate, Lynda M., Karen Gordon Mills, Lena G. Goldberg, and Annelena Lobb. "The Grommet - Video Supplement." Harvard Business School Multimedia/Video Supplement 815-703, November 2014.
  • 2025
  • Working Paper

Algorithmic Assortment Curation: An Empirical Study of Buybox in Online Marketplaces

By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
Most online sales worldwide take place in marketplaces that connect sellers and buyers. The presence of numerous third-party sellers leads to a proliferation of listings for each product, making it difficult for customers to choose between the available options. Online... View Details
Keywords: Algorithms; E-commerce; Sales; Digital Marketing; Internet and the Web; Customer Satisfaction
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Gallino, Santiago, Nil Karacaoglu, and Antonio Moreno. "Algorithmic Assortment Curation: An Empirical Study of Buybox in Online Marketplaces." Working Paper, 2025.
  • February 2021 (Revised February 2021)
  • Background Note

eGrocery and the Role of Data for CPG Firms

By: Ayelet Israeli, Fedor (Ted) Lisitsyn and Mark A. Irwin
This notes provides information about the eGrocery industry and how traditional CPG companies handle this channel and potential data. It is recommended to use together with a series of exercises entitled: "E-Commerce Analytics for CPG Firms (A), (B), and (C)." View Details
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, Fedor (Ted) Lisitsyn, and Mark A. Irwin. "eGrocery and the Role of Data for CPG Firms." Harvard Business School Background Note 521-077, February 2021. (Revised February 2021.)
  • June 2020 (Revised August 2020)
  • Case

Majid Al Futtaim Retail Geographic Expansion: Brick or Click?

By: Juan Alcácer and Alpana Thapar
This case illustrates the challenges that retailers face when they aggressively pursue geographical growth by expanding both their physical store network and their online presence. It features Majid Al Futtaim (MAF) Retail, a franchisee of Carrefour hypermarkets in the... View Details
Keywords: Stores; Ecommerce; Strategy; Expansion; Geographic Location; Decision Making; Internet and the Web; Digital Transformation; E-commerce; Retail Industry; Middle East
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Alcácer, Juan, and Alpana Thapar. "Majid Al Futtaim Retail Geographic Expansion: Brick or Click?" Harvard Business School Case 720-482, June 2020. (Revised August 2020.)
  • January 2017
  • Case

Expanding Ecommerce at Technos

By: Thales Teixeira, Rohit Deshpandé, Ruth Costas and Priscilla Zogbi
Technos was the market leader in the Brazilian watch market. Its CEO had made a firm commitment to evolve the company’s marketing and commercial practices by focusing less on pushing product to retail clients and more on branding to end consumers to pull watches from... View Details
Keywords: Technos; Watch; Wristwatch; Ecommerce; Online Shopping; Distribution; Website; Marketing; Brazil; Latin America; Branding; Trade; Marketplace; Brands and Branding; Marketing Strategy; Internet and the Web; E-commerce; Digital Marketing; Apparel and Accessories Industry; Brazil
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Teixeira, Thales, Rohit Deshpandé, Ruth Costas, and Priscilla Zogbi. "Expanding Ecommerce at Technos." Harvard Business School Case 517-078, January 2017.
  • January 2020 (Revised April 2020)
  • Teaching Note

Brandless: Disrupting Consumer Packaged Goods

By: Jill Avery
Brandless, an online direct-to-consumer seller of upscale private-label consumer packaged goods (CPG), offered consumers a limited assortment of values-conscious products delivered directly to their homes with the simplicity of one fixed $3.00 price point that promised... View Details
Keywords: Brand; Brand Management; DTC; Private Label; Groceries; Packaged Food; Personal Care; Startups; Retailing; Amazon; Brands and Branding; Marketing; Marketing Strategy; Business Startups; Disruption; E-commerce; Consumer Products Industry; Retail Industry; United States
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Avery, Jill. "Brandless: Disrupting Consumer Packaged Goods." Harvard Business School Teaching Note 520-058, January 2020. (Revised April 2020.)
  • May 2024
  • Case

Naked Wines: The Profit vs. Growth Decision

By: Benjamin C. Esty and Edward A. Meyer
Nick Devlin faced a difficult strategic decision in October 2022. As the CEO of a UK-based subscription business connecting wine drinkers in the US, UK, and Australia with winemakers from around the world (which one journalist called the “Netflix of Wine”), he had to... View Details
Keywords: Profit Vs. Growth; Platform Business; Economies Of Scale; Subscription Business; Wine; Scaling; Racing; Value Creation; Network Effects; Business Startups; Small Business; Financial Management; Financial Strategy; Growth Management; Business Strategy; Competitive Advantage; Expansion; Profit; E-commerce; Growth and Development Strategy; Agriculture and Agribusiness Industry; Food and Beverage Industry; United States; Australia; United Kingdom
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Esty, Benjamin C., and Edward A. Meyer. "Naked Wines: The Profit vs. Growth Decision." Harvard Business School Case 724-462, May 2024.
  • 15 Aug 2011
  • Research & Ideas

A New Model for Business: The Museum

future research, please consider the following questions, and share your thoughts in the comments section: What are the benefits and the pitfalls of a firm taking on the role of curator in its marketing functions? What are some e-commerce... View Details
Keywords: by Carmen Nobel
  • June 2022
  • Case

Worten Portugal: Becoming a Digital Marketplace

By: Antonio Moreno, Pedro Amorim and Tonia Labruyere
With Amazon's entry into Portugal, Miguel Mota Freitas, CEO of Portuguese electronics chain Worten, is reflecting on their strategy of building a competitive marketplace. View Details
Keywords: Digital Transformation; Digital Strategy; Digital Platforms; Brands and Branding; E-commerce; Logistics; Service Delivery; Supply Chain; Competitive Strategy; Diversification; Consumer Products Industry; Electronics Industry; Retail Industry; Portugal; Spain
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Moreno, Antonio, Pedro Amorim, and Tonia Labruyere. "Worten Portugal: Becoming a Digital Marketplace." Harvard Business School Case 622-062, June 2022.
  • September 2016 (Revised February 2017)
  • Case

Angie's List: Ratings Pioneer Turns 20

By: Robert J. Dolan and Ayelet Israeli
In 1995, before people “googled” or “yelped,” Angela Hicks (HBS, 2000) was establishing her Angie’s List as a pioneer in the accumulation and dissemination of consumer rating information. Hicks focused on the home repair and maintenance market and, as she put it,... View Details
Keywords: Pricing; Pricing Strategy; Services; Product Line Management; Growth; Conjoint Analysis; Market Research; Freemium; Growth Strategy; Two Sided Markets; Ecommerce; Platform; Platform Business; Platform Businesses; Platform Strategy; Platforms; Platforms And Ecosystems; Business Model; Internet and the Web; Business Growth and Maturation; Growth and Development Strategy; Price; Strategy; Digital Platforms; E-commerce; Service Industry; United States
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Dolan, Robert J., and Ayelet Israeli. "Angie's List: Ratings Pioneer Turns 20." Harvard Business School Case 517-016, September 2016. (Revised February 2017.)
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