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25 May 2021
Research & Ideas

White Airbnb Hosts Earn More. Can AI Shrink the Racial Gap?

services to e-commerce platforms like eBay and Uber. “If other companies invest in building similar race-blind algorithms, that may even the playing field for users,” Zhang says. Without AI, white hosts earn more Airbnb has faced... View Details

Keywords: by Lane Lambert; Technology; Accommodations

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

November 2017 (Revised October 2018)
Case

Brandless: Disrupting Consumer Packaged Goods

Brandless, an online direct-to-consumer seller of upscale private-label consumer packaged goods, offered consumers a limited assortment of values-conscious products delivered directly to their homes with the simplicity of one fixed $3 price point that promised an... View Details

August 2021 (Revised March 2022)
Case

Camera IQ and the Metaverse: Building Augmented Reality Brand Experiences

By: Jill Avery and Rayan Nahas

Camera IQ, a camera marketing software company that empowered brands to create and launch augmented reality experiences (AREs) across social platforms, had just raised an additional $5 million to fund further product development and expand its marketing and sales... View Details

18 Aug 2003
Research & Ideas

How New Managers Become Great Managers

president of the company's e-commerce business, a key strategic initiative for the future success of the company. The best managers are those who have an appetite for learning and are willing to work on themselves. This manager, like the... View Details

Keywords: by Linda Hill

January 2024 (Revised July 2024)
Case

CloudEats: Revolutionizing the Cloud Kitchen in Southeast Asia

By: Paul A. Gompers and Adina Wong

Philippines-headquartered cloud kitchen CloudEats harbored the ambition of becoming the largest cloud kitchen in Southeast Asia, but it was considering several strategic paths forward. View Details

Keywords: Technological Innovation; E-commerce; Disruptive Innovation; Growth and Development Strategy; Expansion; Competitive Advantage; Food and Beverage Industry; Philippines; Southeast Asia

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... View Details

Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing

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August 2023
Supplement

Reimagining Hindustan Unilever (B)

By: Sunil Gupta and Rachna Tahilyani

In April 2023, as the CEO and MD of Hindustan Unilever (HUL), India’s largest fast-moving consumer goods (FMCG) firm, prepared to hand over the firm’s reins to his successor, he proudly reflected on the last decade. His quest to digitally transform HUL into an... View Details

Keywords: Experimentation; Digital Transformation; Digital Strategy; Leading Change; Organizational Change and Adaptation; Business Strategy; Marketing; Performance; Competition; E-commerce; Consumer Behavior; Transformation; Distribution; Decisions; Consumer Products Industry; Asia; India

14 Jul 2020
Research & Ideas

Restarting Under Uncertainty: Managerial Experiences from Around the World

the imposed closure of most of the stores and shopping malls who had to quickly reroute their business toward e-commerce and direct delivery of products to customers’ homes. This shift heavily impacted Logistics operations, increasing... View Details

Keywords: by Raffaella Sadun, Andrea Bertoni, Alexia Delfino, Giovanni Fassio, and Mariapaola Testa

May 2021 (Revised February 2025)
Teaching Note

Zara: An Integrated Store and Online Model (A) and (B)

By: Antonio Moreno and Anibha Singh

Teaching Note for HBS Case Nos. 620-073 and 620-074. View Details

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

19 Nov 2018
Sharpening Your Skills

E-Santa: Is Retail Ready for Digital Christmas?

brick-and-mortar shops: Shove your best deals to the back of the store. Should Retailers Match Their Own Prices Online and in Stores? For multichannel retailers, pricing strategy can be difficult to execute and confusing to shoppers. Can... View Details

Keywords: by Sean Silverthorne; Retail

November 2013
Article

Adding Bricks to Clicks: On the Role of Physical Stores in a World of Online Shopping

By: Jill Avery, Thomas Steenburgh, John A. Deighton and Mary Caravella

Buying a product has never been easier. Consumers can shop online, over the phone or via mail order, from home or on the go, and if they want to experience touch and feel, they can also visit a "real" store. Often, one and the same retailer offers several of these... View Details

Keywords: Channel Management; Retailing; Marketing; Marketing Channels; Marketing Strategy; E-commerce; Retail Industry; United States

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August 2014
Case

Rent the Runway (Abridged)

By: Thomas R. Eisenmann, Brent Goldfarb and David A. Kirsch

Two months after a successful launch In November 2009, the cofounders of Rent the Runway (RTR), a website that rented designer dresses, are debating whether to grow their startup at a measured pace and focus on improving operational effectiveness, or raise a new round... View Details

Keywords: Lean Startup; Electronic Commerce; Fashion; Expansion; Business Startups; Growth and Development Strategy; E-commerce; Fashion Industry

Article

Innovations in Retail Operations: Thirty Years of Lessons from Production and Operations Management

By: Marshall Fisher and Ananth Raman

We review papers published in Production and Operations Management (POM) during its thirty-year history that deal with retail operations issues with an empirical approach. The papers span a range of issues, from traditional ones like forecasting and inventory... View Details

Keywords: RFID; Innovation and Invention; Technology Adoption; Operations; E-commerce; Strategy; Retail Industry

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May 2021 (Revised August 2021)
Supplement

Zara: An Integrated Store and Online Model (A) and (B)

By: Antonio Moreno and Anibha Singh

Keywords: Stores; Integration; Operations; Business Model; Strategic Planning; E-commerce; Retail Industry; Fashion 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; Fashion Industry

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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

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

February 2020 (Revised June 2020)
Background Note

China Commerce 2020

By: William R. Kerr, Daniel O'Connor and Nathaniel Schwalb

China's digital commerce platforms engage billions of consumers daily across a number of routine tasks from banking, retail purchases, travel, gaming, payments, and more. These platforms are the most sophisticated/informed and highest performing/capable in the world.... View Details

Keywords: Platforms; Strategy; Leadership; E-commerce; Digital Platforms; Retail Industry; Technology Industry; Consumer Products Industry; China

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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