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  • 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.)
  • 2021
  • Working Paper

The Value of Descriptive Analytics: Evidence from Online Retailers

By: Ron Berman and Ayelet Israeli
Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic difference-in-differences method to analyze the staggered adoption of a retail analytics dashboard by more than 1,500 e-commerce websites, and we find an... View Details
Keywords: Descriptive Analytics; Big Data; Synthetic Control; E-commerce; Online Retail; Difference-in-differences; Martech; Internet and the Web; Analytics and Data Science; Performance; Retail Industry
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Berman, Ron, and Ayelet Israeli. "The Value of Descriptive Analytics: Evidence from Online Retailers." Harvard Business School Working Paper, No. 21-067, November 2020. (Revised December 2021. Accepted at Marketing Science.)
  • 07 Aug 2000
  • Research & Ideas

Rocket Science Retailing

Marshall Fisher of the Wharton School at the University of Pennsylvania, Ananth Raman of HBS and their colleague Anna Sheen McClelland recently completed a survey of 32 retail companies focusing on their practices and progress in four... View Details
Keywords: by Marshall L. Fisher, Ananth Raman & Anna Sheen McClelland; Retail
  • November–December 2022
  • Article

The Value of Descriptive Analytics: Evidence from Online Retailers

By: Ron Berman and Ayelet Israeli
Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic difference-in-differences method to analyze the staggered adoption of a retail analytics dashboard by more than 1,500 e-commerce websites, and we find an... View Details
Keywords: Descriptive Analytics; Big Data; Synthetic Control; E-commerce; Online Retail; Difference-in-differences; Martech; Internet and the Web; Analytics and Data Science; Performance; Marketing; Retail Industry
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Berman, Ron, and Ayelet Israeli. "The Value of Descriptive Analytics: Evidence from Online Retailers." Marketing Science 41, no. 6 (November–December 2022): 1074–1096.
  • November 2012 (Revised July 2013)
  • Supplement

The Great East Japan Earthquake (B): Fast Retailing Group's Response

By: Hirotaka Takeuchi, Kenichi Nonomura, Dena Neuenschwander, Meghan Ricci, David Roth, Kate Schoch and Sergey Vartanov
A few hours after the earthquake hit on March 11, 2011, CEO Tadashi Yanai of Fast Retailing was eating sushi at a restaurant near his office. He was confident that his store managers would be able to decide for themselves the best action to take in the midst of this... View Details
Keywords: Japan; Earthquake; Fast Retailing Group; Decisions; Natural Disasters; Crisis Management; Retail Industry; Japan
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Takeuchi, Hirotaka, Kenichi Nonomura, Dena Neuenschwander, Meghan Ricci, David Roth, Kate Schoch, and Sergey Vartanov. "The Great East Japan Earthquake (B): Fast Retailing Group's Response." Harvard Business School Supplement 713-439, November 2012. (Revised July 2013.)
  • 2022
  • Working Paper

Retail Investors’ Contrarian Behavior Around News, Attention, and the Momentum Effect

By: Cheng (Patrick) Luo, Enrichetta Ravina, Marco Sammon and Luis M. Viceira
Using a large panel of U.S. brokerage accounts trades and positions, we show that a large fraction of retail investors trade as contrarians after large earnings surprises, especially for loser stocks, and that such contrarian trading contributes to post earnings... View Details
Keywords: Retail Investors; Post Earnings Announcement Drift; Price Momentum; Behavioral Finance; Investment; Demographics
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Luo, Cheng (Patrick), Enrichetta Ravina, Marco Sammon, and Luis M. Viceira. "Retail Investors’ Contrarian Behavior Around News, Attention, and the Momentum Effect." Working Paper, June 2022.
  • July 1994
  • Background Note

Retail Expansion Strategies

By: David E. Bell
Describes issues that should be considered by a retailer who is thinking of expanding the number of stores from one or two to many. View Details
Keywords: Growth and Development Strategy; Marketing Strategy; Cognition and Thinking; Expansion; Retail Industry
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Bell, David E. "Retail Expansion Strategies." Harvard Business School Background Note 595-005, July 1994.
  • Research Summary

Retail Store Operations

Professor Ton's research focuses on the last link in many supply chains, the retail store.  She examines how store operations should be designed and managed to ensure that both in-store logistics activities and customer service activities are performed... View Details

  • April 2011 (Revised October 2012)
  • Case

Fast Retailing Group

By: Hirotaka Takeuchi
On January 1, 2011, Tadashi Yanai, the CEO of Fast Retailing Group (FR), sent his annual New Year's message to everyone in the company. The message, entitled "Change or Die," declared that FR - which included UNIQLO, Theory, Comptoir des Cotonniers, Princesse tam.tam... View Details
Keywords: Expansion; Global Strategy; Retail Industry
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Takeuchi, Hirotaka. "Fast Retailing Group." Harvard Business School Case 711-496, April 2011. (Revised October 2012.)
  • June 1993 (Revised September 1993)
  • Case

Retail in Mexico 1993

By: David B. Yoffie and Charles McHugh LaFollette
In the wake of NAFTA, U.S. retail firms begin to see Mexico as an attractive market for international expansion. This case examines the structure of Mexico's volume retail (grocery, discount, warehouse club, hypermarket) industry, the joint ventures between U.S. and... View Details
Keywords: Expansion; Global Strategy; Joint Ventures; Industry Structures; Trade; Retail Industry; United States; Mexico
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Yoffie, David B., and Charles McHugh LaFollette. "Retail in Mexico 1993." Harvard Business School Case 793-144, June 1993. (Revised September 1993.)
  • Research Summary

Retail and the Internet

By: Rajiv Lal
The emergence of new technology, increasing number of new retail formats and the emphasis on store brands are contributing factors to enormous changes taking place in retailing. Rajiv Lal's work on the use of the Internet by retailers calls into question the... View Details
  • July 1994 (Revised May 1995)
  • Background Note

Note on Retail Economics

By: David E. Bell
Reviews some elementary statistics on financial ratios that are commonly used to evaluate retailing companies. View Details
Keywords: Economics; Retail Industry
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Bell, David E. "Note on Retail Economics." Harvard Business School Background Note 595-006, July 1994. (Revised May 1995.)
  • July 1994
  • Background Note

Note on Retail Organizations

By: David E. Bell
Describes a typical organizational structure for retailers and discusses duties of various individuals such as buyer, category manager, etc. View Details
Keywords: Customers; Managerial Roles; Organizational Structure; Retail Industry
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Bell, David E. "Note on Retail Organizations." Harvard Business School Background Note 595-009, July 1994.
  • August 2015
  • Case

Kjell & Company: Electronics Accessories Retail in the Nordics

By: Krishna Palepu, Das Narayandas and Kerry Herman
Swedish electronics accessories retailer Kjell is considering several issues as it plots its next stage of growth. How should it balance opportunities to expand retail stores into a new market (Oslo, Norway) with additional growth in its home market—Sweden—with... View Details
Keywords: Consumer Electronics Accessories; Online Channel; Omni-channel; Private Equity; Retail; Salesforce Management; Performance Management; Marketing; Sales; Strategy; Scandinavia; Sweden; Norway
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Palepu, Krishna, Das Narayandas, and Kerry Herman. "Kjell & Company: Electronics Accessories Retail in the Nordics." Harvard Business School Case 116-009, August 2015.
  • March 2025 (Revised April 2025)
  • Case

WallStreetBets: Democratizing Retail Investing

By: Joseph Pacelli and Alexis Lefort
In summer 2024, Jaime Rogozinski anticipated the launch of a day-trading eSports event, a vision he had nurtured for years. Rogozinski, the founder of the influential subreddit WallStreetBets (WSB), created the forum in 2012 as a space for retail traders to explore... View Details
Keywords: Investment; Emerging Markets; Market Participation; Financial Strategy; Lawsuits and Litigation; Financial Services Industry; United States
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Pacelli, Joseph, and Alexis Lefort. "WallStreetBets: Democratizing Retail Investing." Harvard Business School Case 125-002, March 2025. (Revised April 2025.)
  • Research Summary

Fast Retailing

I am conducting research on Fast Retailing, which is  a holding company in Japan best know for its UNIQLO and THEORY brands.  The company is going global in a big way and wants to be the No. 1 apparel company in the world, surpassing H&M, Zara, and GAP... View Details

  • October 2017 (Revised September 2018)
  • Supplement

Jumia Nigeria: from Retail to Marketplace (B)

By: Ramon Casadesus-Masanell and Namrata Arora
This follow up case study explores the ramifications of Jumia's decision to move from a retail-led to a markplace business model for its e-commerce platform. The case visits the company's successes as well as its many failures when adopting this vendor-led strategy. ... View Details
Keywords: Retail; Marketplace; Inventory; Funding; Business Ecosystems; Business Ecosystem; Competition; Business Model; Globalization; Emerging Markets; Expansion; Logistics; Retail Industry; India; Nigeria; Africa
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Casadesus-Masanell, Ramon, and Namrata Arora. "Jumia Nigeria: from Retail to Marketplace (B)." Harvard Business School Supplement 718-432, October 2017. (Revised September 2018.)
  • 18 Apr 2005
  • Research & Ideas

Prosper with Multi-Channel Retailing

For decades, major retailers offered customers only two methods of purchasing: directly at the store or from catalogs sent through the mail. With the advent of the Internet, retail companies that offered... View Details
Keywords: by Julie Jette; Retail; Retail
  • 2018
  • Working Paper

Need for Speed: The Impact of Website Performance on Online Retail

By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
The share of e-commerce sales is rapidly increasing and so are the associated losses generated by website outages and slow websites. We leverage novel retail and website performance data to investigate the impact of website performance on online sales. This question is... View Details
Keywords: Online Retail; Quasi-experiments; Abandonment; Synthetic Control; Internet and the Web; Performance; Service Operations
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Gallino, Santiago, Nil Karacaoglu, and Antonio Moreno. "Need for Speed: The Impact of Website Performance on Online Retail." Working Paper, October 2018.
  • 2009
  • Working Paper

Crafting Integrated Multichannel Retailing Strategies

Multichannel retailing is the set of activities involved in selling merchandise or services to consumers through more than one channel. Multichannel retailers dominate today's retail landscape. While there are many benefits of operating multiple channels, these... View Details
Keywords: Marketing Channels; Marketing Strategy; Distribution Channels; Sales; Integration; Retail Industry
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Zhang, Jie, Paul Farris, John Irvin, Tarun Kushwaha, Thomas J. Steenburgh, and Barton Weitz. "Crafting Integrated Multichannel Retailing Strategies." Harvard Business School Working Paper, No. 09-125, April 2009. (Revised January 2010.)
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