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Show Results For
- All HBS Web
(2,385)
- People (7)
- News (232)
- Research (1,909)
- Events (1)
- Multimedia (5)
- Faculty Publications (1,553)
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- January 2021
- Exercise
E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer
By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Ecommerce; CRM; Loyalty Management; Assortment Planning; Assortment Optimization; Lifetime Value (LTV); Analytics and Data Science; Analysis; Retention; E-commerce; Retail Industry; Retail Industry; United States
Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Exercise 521-079, January 2021.
- February 2013
- Article
Commercial Property Rent Dynamics in U.S. Metropolitan Areas: An Examination of Office, Industrial, Flex and Retail Space
By: Maria Ibanez and Anthony Pennington-Cross
This paper is concerned with the market rental rate for space offered by commercial property and how that rental rate evolves over time. Rental rates reflect the value of the services provided by the property and can have a significant impact on the ability of its... View Details
Keywords: Commercial Real Estate; Rent Dynamics; Office Property; Flex Property; Retail Property; Industrial Property; Property; Real Estate Industry; United States
Ibanez, Maria, and Anthony Pennington-Cross. "Commercial Property Rent Dynamics in U.S. Metropolitan Areas: An Examination of Office, Industrial, Flex and Retail Space." Journal of Real Estate Finance and Economics 46, no. 2 (February 2013): 232–259.
- March 2017 (Revised July 2019)
- Case
Walmart: Navigating a Changing Retail Landscape
By: Michael E. Porter and Jorge Ramirez-Vallejo
As the largest company, by revenue, in the world, Walmart has been a lightning rod for criticism. However, in an attempt to stay ahead of traditional and digital retailers, and keep customers satisfied with evolving demands, the company is strengthening its competitive... View Details
Keywords: Shared Value; Strategy; Department Stores; Sustainability; Social Responsibility Of Business; Value Creation; Competitive Strategy; Corporate Social Responsibility and Impact; Retail Industry
Porter, Michael E., and Jorge Ramirez-Vallejo. "Walmart: Navigating a Changing Retail Landscape." Harvard Business School Case 717-474, March 2017. (Revised July 2019.)
- May 2025
- Case
Boutiqaat: Influencing Retail in MENA
By: Juan Alcacer and Noor Al Qadhi
Boutiqaat, a Kuwait-based e-commerce platform, scaled an influencer-driven beauty retail model across MENA and now faces critical strategic choices about offline expansion and globalization. Founded in 2015, Boutiqaat combined social commerce, localized logistics, and... View Details
- 1996
- Book
Strategic Retail Management
By: D. E. Bell and W. J. Salmon
Bell, D. E., and W. J. Salmon. Strategic Retail Management. Cincinnati: South-Western College Publishing, 1996.
- 19 Nov 2018
- Sharpening Your Skills
E-Santa: Is Retail Ready for Digital Christmas?
carlballou Most industries are in major digital upheaval, but retail particularly seems in some kind of disruptive spin-cycle. As the retail season eneters its most crucial... View Details
- December 1998
- Case
Retail Financial Services in 1998: Travelers
By: Stephen P. Bradley and Takia Mahmood
Provides an overview of Travelers Group's current strategy for retail financial services. Retail Financial Services in 1998 should be given to all students as background material. The class should then be split into groups, with each group receiving one of the... View Details
Keywords: Investment Funds; Management Analysis, Tools, and Techniques; Industry Structures; Competition; Competitive Strategy; Financial Services Industry
Bradley, Stephen P., and Takia Mahmood. "Retail Financial Services in 1998: Travelers." Harvard Business School Case 799-056, December 1998.
- July 2022
- Supplement
Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer
By: Ayelet Israeli
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; Retail Industry; United States
- December 1998
- Background Note
Retail Financial Services in 1998
By: Stephen P. Bradley and Takia Mahmood
Provides an overview of the current restructuring that is taking place in the retail financial services industry. Provides a brief overview of the structural changes in banking, brokerage, insurance, and mutual funds. Used as background for examining the strategies of... View Details
Keywords: Economic Sectors; Economy; Financial Institutions; Financial Markets; Industry Growth; Strategy; Competitive Strategy; Banking Industry; Banking Industry
Bradley, Stephen P., and Takia Mahmood. "Retail Financial Services in 1998." Harvard Business School Background Note 799-051, December 1998.
- April 2002 (Revised March 2006)
- Background Note
Economics of Retail Banking Note
By: Frances X. Frei and Dennis Campbell
Explains the financial operations of retail banking, highlighting profitability challenges facing the industry. For U.S. banks, it is quite common for more than half of the customer base to be unprofitable and to have relatively few customers make up the vast majority... View Details
Keywords: Customers; Economics; Cost; Banks and Banking; Profit; Revenue; Service Operations; Banking Industry; United States
Frei, Frances X., and Dennis Campbell. "Economics of Retail Banking Note." Harvard Business School Background Note 602-153, April 2002. (Revised March 2006.)
- June 2020 (Revised August 2020)
- Supplement
Vanguard Retail Operations (B)
By: Willy C. Shih and Antonio Moreno
The first two cases in this series are set in the financial services industry, and explore whether it is better for back-office workers to be generalists who provide the flexibility of being able to handle the complete range of transactions that the company faces or... View Details
Keywords: Pooling; Generalist Model; Specialist Model; Service Operations; Management; Financial Services Industry; United States
Shih, Willy C., and Antonio Moreno. "Vanguard Retail Operations (B)." Harvard Business School Supplement 620-105, June 2020. (Revised August 2020.)
- March 2017 (Revised March 2022)
- Case
Flashion: Art vs. Science in Fashion Retailing
By: Kris Ferreira and Karim R. Lakhani
Kate Wilson, retail analytics manager at Flashion, a fashion flash-sale site, is tasked with developing analytics to optimize pricing for first-exposure products on the site. Many in the industry have relied on years of experience and intuition to determine pricing—can... View Details
Keywords: Analytics; Pricing; Data; Service Operations; Forecasting and Prediction; Internet and the Web; Technology Adoption; Mathematical Methods; Decision Making; E-commerce; Retail Industry; Retail Industry; United States
Ferreira, Kris, and Karim R. Lakhani. "Flashion: Art vs. Science in Fashion Retailing." Harvard Business School Case 617-059, March 2017. (Revised March 2022.)
- May 2025
- Teaching Note
Boutiqaat: Influencing Retail in MENA
By: Juan Alcacer and Noor Al Qadhi
Boutiqaat, a Kuwait-based e-commerce platform, scaled an influencer-driven beauty retail model across MENA and now faces critical strategic choices about offline expansion and globalization. Founded in 2015, Boutiqaat combined social commerce, localized logistics, and... View Details
- 19 Apr 2004
- Research & Ideas
Ground-Floor Opportunities for Retail in India
India's economic growth is an exciting new playing field for the retail industry and for entrepreneurs looking to get in on the ground level, a panel of that country's businessmen agreed. Rising incomes,... View Details
- February 1982 (Revised June 1985)
- Case
U.S. Retail Coffee Market (B)
Describes the corporate portfolio of General Foods, Procter & Gamble, and Nestle, thereby placing in context their coffee activities in the United States. The objective of this case is to allow students to evaluate each competitor's commitment to the U.S. retail coffee... View Details
Yip, George S., and Jeffrey R Williams. "U.S. Retail Coffee Market (B)." Harvard Business School Case 582-088, February 1982. (Revised June 1985.)
- 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
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.
- February 1982 (Revised August 1985)
- Case
U.S. Retail Coffee Market (A)
Set in mid-1978, this case covers all aspects of the U.S. retail coffee market both cross-sectionally and historically. The market is recovering from dramatic price rises and volume drops. The overall issue is the forecast of future market evolution and the... View Details
Keywords: Marketing Strategy; Industry Growth; Market Timing; Retail Industry; Retail Industry; United States
Yip, George S., and Jeffrey R Williams. "U.S. Retail Coffee Market (A)." Harvard Business School Case 582-087, February 1982. (Revised August 1985.)
- June 2020 (Revised May 2022)
- Case
Vanguard Retail Operations (A)
By: Willy C. Shih and Antonio Moreno
The first two cases in this series are set in the financial services industry, and explore whether it is better for back-office workers to be generalists who provide the flexibility of being able to handle the complete range of transactions that the company faces or... View Details
Keywords: Pooling; Generalist Model; Specialist Model; Operations; Service Operations; Management; Job Design and Levels; Financial Services Industry; United States
Shih, Willy C., and Antonio Moreno. "Vanguard Retail Operations (A)." Harvard Business School Case 620-104, June 2020. (Revised May 2022.)