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  • May 2017 (Revised March 2018)
  • Case

Predicting Consumer Tastes with Big Data at Gap

By: Ayelet Israeli and Jill Avery
CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
Keywords: Retailing; Preference Elicitation; Big Data; Predictive Analytics; Artificial Intelligence; Fashion; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Consumer Behavior; Demand and Consumers; Analytics and Data Science; Forecasting and Prediction; E-commerce; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; United States; Canada; North America
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Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Case 517-115, May 2017. (Revised 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.
  • November 2022
  • Background Note

The Future of E-Commerce: Lessons from the Livestream Wars in China

By: Ayelet Israeli, Jeremy Yang and Billy Chan
This note explores the emerging multi-billion dollar commerce trend of livestream commerce. Livestream commerce is the sale of goods or services directly to consumers via live shows on digital platforms (such as social media or e-commerce platforms). It is a form of... View Details
Keywords: Retail; Retailing; E-commerce; E-Commerce Strategy; Ecommerce; Channels Of Distribution; Marketing Communication; Livestream Commerce; Marketing; Marketing Channels; Marketing Strategy; Advertising; Brands and Branding; Media; Consumer Behavior; Social Media; Retail Industry; Retail Industry; Retail Industry; China; United States; United Kingdom
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Israeli, Ayelet, Jeremy Yang, and Billy Chan. "The Future of E-Commerce: Lessons from the Livestream Wars in China." Harvard Business School Background Note 523-055, November 2022.
  • October 2022
  • Supplement

Framebridge (A): Pitch Deck Supplement

By: Rembrand Koning and Alicia Dadlani
Early pitch deck. This document is a supplement to Framebridge (A): Reimagining Custom Framing 723-352. View Details
Keywords: Startup; Robotics; Framing; Retail; Business Startups; Business Strategy; Entrepreneurship; Consumer Products Industry; United States; District of Columbia; Kentucky
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Koning, Rembrand, and Alicia Dadlani. "Framebridge (A): Pitch Deck Supplement." Harvard Business School Supplement 723-376, October 2022.
  • 2019
  • Working Paper

The Effect of Payment Choices on Online Retail: Evidence from the 2016 Indian Demonetization

By: Chaithanya Bandi, Antonio Moreno, Donald Ngwe and Zhiji Xu
The Indian banknote demonetization in 2016 was one of the most significant international events of that year. Overnight, 86% of Indian currency in circulation was declared invalid unless exchanged for new bills. The sudden and unexpected demonetization constituted a... View Details
Keywords: Cash On Delivery; Online Retail; Product Returns; Payment Methods; Digitization; Emerging Markets; Currency; Internet and the Web; Demand and Consumers; Retail Industry; India
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Bandi, Chaithanya, Antonio Moreno, Donald Ngwe, and Zhiji Xu. "The Effect of Payment Choices on Online Retail: Evidence from the 2016 Indian Demonetization." Harvard Business School Working Paper, No. 19-123, June 2019.
  • September 2020
  • Supplement

Commonwealth Joe: January 2020 Update from CEO Robert Peck

By: Alexander J. MacKay
At the end of 2016, the leadership team of Commonwealth Joe Coffee Roasters—Robert Peck, Chase Damiano, and Jeremy Martin—had begun an ambitious retail expansion strategy in the Washington, D.C. metropolitan area for their specialty coffee business. That October, they... View Details
Keywords: Cold Brew Coffee; Specialty Coffee; On-premise Coffee Market; Retail Expansion Strategy; Entrepreneurship; Business Model; Brands and Branding; Expansion; Strategy; Decision Making; Food and Beverage Industry; Food and Beverage Industry
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MacKay, Alexander J. "Commonwealth Joe: January 2020 Update from CEO Robert Peck." Harvard Business School Multimedia/Video Supplement 721-851, September 2020. (Link to Supplement.)
  • Article

Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information

By: Santiago Gallino and Antonio Moreno
Using a proprietary data set, we analyze the impact of the implementation of a “buy-online, pick-up-in-store” (BOPS) project. The implementation of this project is associated with a reduction in online sales and an increase in store sales and traffic. These results can... View Details
Keywords: Retail Operations; Inventory Availability; Empirical Operations Management; Business Analytics; Online Retail; Ecommerce; Operations; Management; Distribution Channels; Consumer Behavior; E-commerce; Retail Industry
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Gallino, Santiago, and Antonio Moreno. "Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information." Management Science 60, no. 6 (June 2014): 1434–1451. (Finalist of Management Science Best Paper award in Operations Management.)
  • May 2020
  • Case

Trust Merchant Bank

By: Ramon Casadesus-Masanell, Pippa Tubman Armerding, Dilyana Karadzhova Botha and Salim Dewji
Trust Merchant Bank (TMB), a leading bank in the Democratic Republic of Congo (DRC), needs to decide whether to enter the soon-to-be-liberalized insurance industry. Since its founding in 2004, TMB has played a pivotal role in reshaping the DRC banking landscape by... View Details
Keywords: Retail Banking; Financial Services; Financial Inclusion; Turnaround; Fintech; Banks and Banking; Financial Condition; Insurance; Corporate Strategy; Expansion; Business Model; Family Business; Entrepreneurship; Information Technology; Monopoly; Banking Industry; Banking Industry; Africa; Congo, Democratic Republic of the
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Casadesus-Masanell, Ramon, Pippa Tubman Armerding, Dilyana Karadzhova Botha, and Salim Dewji. "Trust Merchant Bank." Harvard Business School Case 720-449, May 2020.
  • May 2017
  • Teaching Note

The Container Store

By: Tatiana Sandino and Kyle Thomas
“The Container Store” teaching note describes how the case can be taught to MBA or executive education students who are interested in developing a strong culture, implementing strategy, and managing growth. The authors wrote the case for teaching MBA courses such as... View Details
Keywords: Retail Chains; Growing Organization; Culture; Organizational Culture; Management Systems; Business Strategy; Growth and Development Strategy; Employee Relationship Management; Retail Industry
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Sandino, Tatiana, and Kyle Thomas. "The Container Store." Harvard Business School Teaching Note 117-009, May 2017.
  • 08 May 2008
  • Working Paper Summaries

Organizational Design and Control across Multiple Markets: The Case of Franchising in the Convenience Store Industry

Keywords: by Dennis Campbell, Srikant M. Datar & Tatiana Sandino; Retail; Retail
  • February 2021
  • Case

A Cultural Transformation at Southeastern Grocers

By: Suraj Srinivasan, Jonah S. Goldberg and Joseph A. Paul
When Anthony Hucker, the CEO of Southeastern Grocers (SEG), took over in that role in July 2017, the company was in dire financial and operational condition and was headed towards bankruptcy. SEG, the fifth largest grocery chain in the U.S. in early 2021, operated... View Details
Keywords: Business Transformation; Strategy Execution; Retail; Organizational Culture; Transformation; Growth and Development Strategy; Performance; Success; Retail Industry; Retail Industry; United States; Florida
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Srinivasan, Suraj, Jonah S. Goldberg, and Joseph A. Paul. "A Cultural Transformation at Southeastern Grocers." Harvard Business School Case 121-049, February 2021.
  • May 2019 (Revised July 2019)
  • Case

Walmart's Workforce of the Future

By: William R. Kerr and Jordan Bach-Lombardo
Faced with intense competition from Amazon, Walmart began a transformation of its operations and workforce in 2015. The goal was to create an omnichannel retail experience for customers that seamlessly joined online and offline shopping. This case explores Walmart's... View Details
Keywords: Walmart; Managing The Future Of Work; Workforce; Automation; Ecommerce; Omnichannel Retail; Operations; Transformation; Employees; Training; Information Technology; Infrastructure; Disruption; Competitive Strategy; E-commerce; Information Infrastructure; Retail Industry
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Kerr, William R., and Jordan Bach-Lombardo. "Walmart's Workforce of the Future." Harvard Business School Case 819-042, May 2019. (Revised July 2019.)
  • February 2017 (Revised March 2017)
  • Case

Link REIT

By: Siddharth Yog
Publicly listed in November 2005, Link REIT was the first real estate investment trust (REIT) in Hong Kong after the Hong Kong government decided to privatize a portfolio of community shopping malls, car parks, and fresh produce markets. Run by CEO George Hongchoy, the... View Details
Keywords: Hong Kong; REIT; Real Estate; Retail; Government; China; Housing; Public Company; Strategic Planning; Expansion; Public Equity; Real Estate Industry; Hong Kong; China
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Yog, Siddharth. "Link REIT." Harvard Business School Case 217-056, February 2017. (Revised March 2017.)
  • 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; Retail Industry
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Rayport, Jeffrey F., and Matthew G. Preble. "Chewy.com (B)." Harvard Business School Supplement 818-105, March 2018.
  • August 1984
  • Article

Kourigyou ni okeru Atarashii Data Kanri System no Kousou: Bumon-betsu ROI no Kaihatsu to Bunseki (A Plan for a New Data Management System in the Retailing Industry)

By: Hirotaka Takeuchi
Keywords: Management; System; Sales; Business Ventures; Retail Industry
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Takeuchi, Hirotaka. "Kourigyou ni okeru Atarashii Data Kanri System no Kousou: Bumon-betsu ROI no Kaihatsu to Bunseki (A Plan for a New Data Management System in the Retailing Industry)." Hitotsubashi bijinesu rebyū [Hitotsubashi Business Review] (August 1984).
  • August 2015
  • Article

Cost Conscious? The Neural and Behavioral Impact of Price Primacy on Decision-Making

By: Uma R. Karmarkar, Baba Shiv and Brian Knutson
Price is a key factor in most purchases, but it can be presented at different stages of decision making prior to a purchase. We examine the sequence-dependent effects of price and product information on the decision-making process at both neural and behavioral levels.... View Details
Keywords: fMRI; Retail Promotion; Purchase Decisions; Price; Value; Decision Choices and Conditions; Consumer Behavior; Product Marketing; Retail Industry
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Karmarkar, Uma R., Baba Shiv, and Brian Knutson. "Cost Conscious? The Neural and Behavioral Impact of Price Primacy on Decision-Making." Journal of Marketing Research (JMR) 52, no. 4 (August 2015): 467–481.
  • September 2014 (Revised February 2017)
  • Case

Belk: Towards Exceptional Scheduling

By: Ethan Bernstein, Saravanan Kesavan, Bradley Staats and Luke Hassall
With 24,000 staff and over 300 stores, Belk Inc. sought to replace its entirely manual labor scheduling system with an automated software solution from Reflexis. Belk hoped the upgrade would simplify scheduling, reduce time employees spent in non-customer-facing roles,... View Details
Keywords: Retail; Scheduling; Local Autonomy; Automation; Metrics; Organizational Change; Human Resource Management; Process Improvement; Performance Measurement; Transparency; Southern United States; Retailing; Department Stores; System Outsourced Services; Employee Relationship Management; Selection and Staffing; Change Management; Governance Controls; Resource Allocation; Service Operations; Organizational Culture; Organizational Change and Adaptation; Performance Evaluation; Performance Improvement; Applications and Software; Family Business; Retail Industry; Retail Industry; United States
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Bernstein, Ethan, Saravanan Kesavan, Bradley Staats, and Luke Hassall. "Belk: Towards Exceptional Scheduling." Harvard Business School Case 415-023, September 2014. (Revised February 2017.)
  • December 2015 (Revised February 2016)
  • Case

Ocado

By: José Alvarez, David E. Bell and Damien McLoughlin
In 2015, U.K.-based Ocado was the world's largest pure player in the online home-delivery grocery business and was gaining a growing share of the highly competitive U.K. grocery market. Ocado had made heavy investments in technology, including a highly automated... View Details
Keywords: Ocado; Grocery; Retail; Online Grocery; Supermarket; Delivery Models; Service Models; United Kingdom; Technology; Operations Management; Digital Platforms; Competition; Internet and the Web; Service Operations; Service Delivery; Supply Chain; Marketing; Retail Industry; Retail Industry; United Kingdom
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Alvarez, José, David E. Bell, and Damien McLoughlin. "Ocado." Harvard Business School Case 516-059, December 2015. (Revised February 2016.)
  • Fall 2016
  • Article

How Do Customers Respond to Increased Service Quality Competition?

By: Ryan W. Buell, Dennis Campbell and Frances X. Frei
When does increased service quality competition lead to customer defection, and which customers are most likely to defect? Our empirical analysis of 82,235 customers exploits the varying competitive dynamics in 644 geographically isolated markets in which a nationwide... View Details
Keywords: Service Quality Competition; Retail Banks; Empirical Operations; Retention; Service Operations; Quality; Competition; Banking Industry; United States
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Buell, Ryan W., Dennis Campbell, and Frances X. Frei. "How Do Customers Respond to Increased Service Quality Competition?" Manufacturing & Service Operations Management 18, no. 4 (Fall 2016): 585–607.
  • January 2015 (Revised April 2015)
  • Case

Lagkagehuset: Building a Bakery Chain

By: Krishna G. Palepu and Emer Moloney
A Danish bakery chain that was acquired by a private equity firm in 2008, and has grown from 3 to 31 stores, plans to address reoccuring operational and organizational issues before growing further. View Details
Keywords: Organizational Structure; Chain; Retail; Bakery; Operations; Retail Industry; Denmark
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Palepu, Krishna G., and Emer Moloney. "Lagkagehuset: Building a Bakery Chain." Harvard Business School Case 115-002, January 2015. (Revised April 2015.)
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