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  • All HBS Web  (1,476)
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    • News  (261)
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  • September 1984 (Revised October 1992)
  • Background Note

Distribution Policy

By: Robert J. Dolan
Presents some fundamental principles of channels of distribution management. View Details
Keywords: Distribution Channels
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Dolan, Robert J. "Distribution Policy." Harvard Business School Background Note 585-045, September 1984. (Revised October 1992.)
  • 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; Consumer Products Industry; United States
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Israeli, Ayelet. "Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Spreadsheet Supplement 523-705, July 2022.
  • July 2022
  • Teaching Note

eGrocery and the Role of Data and E-Commerce Analytics for CPG Firms

By: Ayelet Israeli
Teaching Note for HBS Case No. 521-077. 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. "eGrocery and the Role of Data and E-Commerce Analytics for CPG Firms." Harvard Business School Teaching Note 523-012, July 2022.
  • March 2025
  • Teaching Plan

Wasabi Technologies (A) and (B)

By: N. Louis Shipley and Stacy Straaberg
Teaching Plan for HBS Case Nos. 823-021 and 825-035. Set in 2019, the “Wasabi Technologies (A)” case centers on Wasabi Technologies (Wasabi), a successful hot cloud storage company based in Boston, Massachusetts. Founder and CEO David Friend is ready to scale the... View Details
Keywords: Sales; Product Development; Growth and Development Strategy; Business Divisions; Business Strategy; Marketing Strategy; Distribution Channels; Information Technology Industry; United States; Massachusetts; Boston
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Shipley, N. Louis, and Stacy Straaberg. "Wasabi Technologies (A) and (B)." Harvard Business School Teaching Plan 825-127, March 2025.
  • Research Summary

Multi-Channel Management

Extensive research on mutli channel management use at consumer goods producing companies like Procter&Gamble. Research cooperation with CMC (Compentence Center multi channel Management) of the University of Essen anf University of Muenster. Consulting of major... View Details
  • December 2022 (Revised January 2023)
  • Case

Cann: High Hopes for Cannabis Infused Beverages

By: Ayelet Israeli and Anne V. Wilson
Founded in 2018 by Jake Bullock and Luke Anderson, Cann sold “social tonics,” or cannabis-infused beverages. By 2022, the company had several notable celebrity investors and talent partners, had sold over 10 million beverages to consumers, was distributing in six... View Details
Keywords: Stigma; Product Innovation; Product Introduction; Product Differentiation; New Products; New Product Marketing; New Product Management; Brand Management; Branding; Packaging; Positioning; Growth Strategy And Execution; Growth; Cannabis Industry; Purpose; Purpose Brands; LGBTQ; Direct-to-consumer; DTC; Regulations; Channels Of Distribution; Product Development; Product Marketing; Product Positioning; Product; Innovation and Invention; Brands and Branding; Marketing; Marketing Communications; Marketing Channels; Advertising; Advertising Campaigns; Digital Marketing; Market Entry and Exit; Governing Rules, Regulations, and Reforms; Consumer Products Industry; Food and Beverage Industry; United States; Canada; North America
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Israeli, Ayelet, and Anne V. Wilson. "Cann: High Hopes for Cannabis Infused Beverages." Harvard Business School Case 523-074, December 2022. (Revised January 2023.)
  • July 2022
  • Supplement

Solution for E-Commerce Analytics for CPG Firms (A): Estimating Sales

By: Ayelet Israeli
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Estimation; Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Bricks And Mortar; Ecommerce; Analytics and Data Science; Analysis; Sales; Goods and Commodities; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet. "Solution for E-Commerce Analytics for CPG Firms (A): Estimating Sales." Harvard Business School Spreadsheet Supplement 523-704, July 2022.
  • January 2021 (Revised March 2021)
  • Supplement

E-Commerce Analytics for CPG Firms (A): Estimating Sales

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); Estimation; Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Bricks And Mortar; Ecommerce; Analytics and Data Science; Analysis; Sales; Goods and Commodities; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (A): Estimating Sales." Harvard Business School Spreadsheet Supplement 521-712, January 2021. (Revised March 2021.)
  • 2024
  • Working Paper

Operational Impact of Communication Channels: Evidence from Last-Mile Delivery Services

By: Natalie Epstein, Santiago Gallino and Antonio Moreno
Communication channels are often used to improve customer satisfaction and behavior. This paper studies how they can be used to enhance operational performance.
We partner with a last-mile delivery company and, through natural and field experiments, explore... View Details
Keywords: Customer Satisfaction; Consumer Behavior; Logistics; Communication
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Epstein, Natalie, Santiago Gallino, and Antonio Moreno. "Operational Impact of Communication Channels: Evidence from Last-Mile Delivery Services." Working Paper, August 2024.
  • September 2010
  • Case

NetApp

By: Das Narayandas and Elizabeth A. Kind
NetApp had undertaken an award-winning overhaul and upgrading of its channel strategy design that accounted for 46 percent of North America sales in 2006. Nonetheless, NetApp senior management announced they expected to grow revenue another 30% in fiscal 2007 with half... View Details
Keywords: Advertising; Business Model; Design; Revenue; Planning; Problems and Challenges; Sales; Manufacturing Industry; Computer Industry; Information Technology Industry
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Narayandas, Das, and Elizabeth A. Kind. "NetApp." Harvard Business School Case 511-058, September 2010.
  • March 2025
  • Supplement

Wasabi Technologies (B)

By: Lou Shipley and Stacy Straaberg
Set in 2019, the “Wasabi Technologies (A)” case centers on Wasabi Technologies (Wasabi), a successful hot cloud storage company based in Boston, Massachusetts. Founder and CEO David Friend is ready to scale the four-year-old venture rapidly. Wasabi had so far focused... View Details
Keywords: Information Management; Sales; Product Development; Growth and Development Strategy; Business Strategy; Information Technology Industry; United States; Massachusetts; Boston
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Shipley, Lou, and Stacy Straaberg. "Wasabi Technologies (B)." Harvard Business School Supplement 825-035, March 2025.
  • July 2022
  • Supplement

Solution for E-Commerce Analytics for CPG Firms (C): Free Delivery Terms

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; Consumer Products Industry; United States
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Israeli, Ayelet. "Solution for E-Commerce Analytics for CPG Firms (C): Free Delivery Terms." Harvard Business School Spreadsheet Supplement 523-706, July 2022.
  • October 1978 (Revised July 1991)
  • Case

U.S. Pioneer Electronics Corp.

By: Hirotaka Takeuchi
Focuses on the problem of the means by which a manufacturer controls its channel of distribution. U.S. Pioneer's retail outlets have turned "dissident" and management has to decide what tactics to employ to stop further erosion (short-run) and what long-run... View Details
Keywords: Decisions; Growth and Development Strategy; Distribution Channels; Production; Problems and Challenges; Software; Electronics Industry; United States
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Takeuchi, Hirotaka. "U.S. Pioneer Electronics Corp." Harvard Business School Case 579-079, October 1978. (Revised July 1991.)
  • January 2021
  • Supplement

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; Retail Analytics; Retailing Industry; Data; Data Sharing; Ecommerce; Assortment Optimization; Assortment Planning; Analytics and Data Science; Retention; Retail Industry; Consumer Products Industry; United States
Citation
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Spreadsheet Supplement 521-713, January 2021.
  • 05 Dec 2023
  • Cold Call Podcast

What Founders Get Wrong about Sales and Marketing

Keywords: Re: Mark N. Roberge
  • January 2021 (Revised March 2021)
  • Exercise

E-Commerce Analytics for CPG Firms (A): Estimating Sales

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); Estimation; Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Bricks And Mortar; Ecommerce; Direct-to-consumer; DTC; Analytics and Data Science; Sales; Marketing; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (A): Estimating Sales." Harvard Business School Exercise 521-078, January 2021. (Revised March 2021.)

    Accuracy, Timeliness, and Managerial Discretion of Fair Value Pricing Evidence from the US Banking Industry

    This paper investigates how recent institutional developments impact the potential channels, and thus available discretion, by which managers can manipulate reported fair values. First, I use extensive field research to document the mechanisms used by banks to procure... View Details
    • March 1989
    • Background Note

    Industrial Distribution Systems

    A comprehensive description of industrial distribution systems. Written from the perspective of industrial products manufacturers, concerned about building and managing channels systems for taking products from point of manufacture to point of use. Covers: 1) channels... View Details
    Keywords: Distribution Channels; Manufacturing Industry; Industrial Products Industry
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    Corey, E. Raymond. "Industrial Distribution Systems." Harvard Business School Background Note 589-101, March 1989.
    • Article

    Are Self-service Customers Satisfied or Stuck?

    By: Ryan W. Buell, Dennis Campbell and Frances X. Frei
    This paper investigates the impact of self-service technology (SST) usage on customer satisfaction and retention. Specifically, we disentangle the distinct effects of satisfaction and switching costs as drivers of retention among self-service customers. Our empirical... View Details
    Keywords: Service Delivery; Information Technology; Customer Satisfaction; Competition; Cost; Banks and Banking; Behavior; Market Transactions; Management Analysis, Tools, and Techniques
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    Buell, Ryan W., Dennis Campbell, and Frances X. Frei. "Are Self-service Customers Satisfied or Stuck?" Production and Operations Management 19, no. 6 (November–December 2010). (Awarded the Decision Sciences Institute Stan Hardy Award for Outstanding Paper Published during 2010 in the Field of Operations Management.)
    • October 2021 (Revised November 2021)
    • Case

    Bodega Aurrera: eCommerce at the Base of the Pyramid

    By: Michael Chu, Álvaro Rodríguez Arregui, Carla Larangeira and Jenyfeer Martinez Buitrago
    Bodega Aurrera, serving the base of the pyramid and Walmart’s main Mexican format, is considering launching a full eCommerce channel as Covid-19 has erupted in the country. In 2019, Bodega Aurrera accounted for 45% of revenues and 2,748 of Walmex’s 3,416 stores. Having... View Details
    Keywords: Bottom Of The Pyramid; Digitalization; Omnichannel; Walmart; Business Model; Internet and the Web; Marketing Channels; Technology Adoption; E-commerce; Retail Industry; Latin America; Mexico
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    Chu, Michael, Álvaro Rodríguez Arregui, Carla Larangeira, and Jenyfeer Martinez Buitrago. "Bodega Aurrera: eCommerce at the Base of the Pyramid." Harvard Business School Case 322-059, October 2021. (Revised November 2021.)
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