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  • 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.
  • 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.
  • May 2007
  • Article

Capital Flows and Capital Goods

By: Laura Alfaro and Eliza Hammel
Studying the relation between equity market liberalization and imports of capital goods, we examine one channel through which international financial integration can promote growth. For the period 1980–1997, we find that after controlling for other policies and... View Details
Keywords: Cash Flow; Equity; Financial Markets; Economy; Distribution Channels; Machinery and Machining; Capital
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Alfaro, Laura, and Eliza Hammel. "Capital Flows and Capital Goods." Journal of International Economics 72, no. 1 (May 2007): 128–150. (Link to working paper version.)
  • July 2020
  • Teaching Note

Shindigz

By: Frank Cespedes
Teaching Note for HBS Case No. 819-010. Shindigz sells party and celebratory items through its branded direct online channel, third-party retail and wholesale channels, and online marketplaces. Shindigz has for decades successfully executed a premium-priced branded... View Details
Keywords: Ecommerce; Pricing; Price; Strategy; Decision Making; Distribution Channels; Brands and Branding; E-commerce; Consumer Products Industry
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Cespedes, Frank. "Shindigz." Harvard Business School Teaching Note 821-024, July 2020.
  • September 2000 (Revised May 2003)
  • Case

Radio One, Inc.

By: Richard S. Ruback and Pauline M Fischer
Radio One (NYSE: ROIA and RIOAK), the largest radio group targeting African-Americans in the country, had the opportunity to acquire 12 urban stations in the top 50 markets from Clear Channel Communications, Inc. (NYSE: CCU) in the winter of 2000. The stations were... View Details
Keywords: Negotiation; Valuation; Race; Mergers and Acquisitions; Financial Strategy; Media and Broadcasting Industry; Indiana; United States; North Carolina
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Ruback, Richard S., and Pauline M Fischer. "Radio One, Inc." Harvard Business School Case 201-025, September 2000. (Revised May 2003.)
  • 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.)
  • May 2013
  • Case

Altius Golf and the Fighter Brand

By: Robert J. Dolan and Sunru Yong
Altius Golf is the clear leader in the golf ball market despite a long-term decline in the number of golfers and a drop in sales following the financial crisis. The firm has maintained its position by introducing generations of advanced, super-premium golf balls that... View Details
Keywords: Governing and Advisory Boards; Competitive Advantage; Decision Choices and Conditions; Distribution Channels; Sports; Financial Crisis; Brands and Branding; Segmentation; Sports Industry; Entertainment and Recreation Industry
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Dolan, Robert J., and Sunru Yong. "Altius Golf and the Fighter Brand." Harvard Business School Brief Case 913-578, May 2013.
  • August 1997
  • Case

Orbital Sciences Corporation: ORBCOMM

By: Das Narayandas and John A. Quelch
In late 1993, Orbital Communications Corp. (OCC), a subsidiary of Orbital Sciences Corp., is developing a global two-way wireless data communications system, called "ORBCOMM," based on a 26-satellite constellation in low earth orbit. Service is scheduled to begin in... View Details
Keywords: Business Subsidiaries; Business Model; Business Startups; Price; Global Strategy; Marketing Strategy; Demand and Consumers; Partners and Partnerships; Salesforce Management; Telecommunications Industry
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Narayandas, Das, and John A. Quelch. "Orbital Sciences Corporation: ORBCOMM." Harvard Business School Case 598-027, August 1997.
  • October 1991 (Revised August 2000)
  • Case

Becton Dickinson & Company: VACUTAINER Systems Division (Condensed)

By: V. Kasturi Rangan and Frank V. Cespedes
Becton Dickinson, a phenomenally successful company with an 80% market share in the blood collection needles and syringes market faces a change in the customer buying environment (cost containment pressures at hospitals). This forces a reevaluation of the company's... View Details
Keywords: Business Divisions; Customer Satisfaction; Demand and Consumers; Market Participation; Distribution Channels; Success; Corporate Strategy; Value Creation; Health Industry
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Rangan, V. Kasturi, and Frank V. Cespedes. "Becton Dickinson & Company: VACUTAINER Systems Division (Condensed)." Harvard Business School Case 592-037, October 1991. (Revised August 2000.)
  • August 2015 (Revised June 2021)
  • Case

Amazon.com, 2021

By: John R. Wells, Benjamin Weinstock, Gabriel Ellsworth and Galen Danskin
In February 2021, Amazon announced 2020 operating profits of $22,899 million, up from $2,233 million in 2015, on sales of $386 billion, up from $107 billion five years earlier (see Exhibit 1). The shareholders expressed their satisfaction (see Exhibit 2), but not all... View Details
Keywords: Strategic Analysis; Retail; E-commerce; Amazon; Internet; Amazon.com; AmazonFresh; Jeff Bezos; Cloud Computing; Marketplaces; Streaming; E-reader Market; Digital Media; Mobile App; Online Retail; Shipping; Database; Tablet; Kindle; Kindle Fire; Smartphone; Delivery; Digital Platforms; Competition; Internet and the Web; Corporate Strategy; Digital Marketing; Business Growth and Maturation; Business Model; Business Organization; For-Profit Firms; Film Entertainment; Games, Gaming, and Gambling; Music Entertainment; Television Entertainment; Profit; Revenue; Global Strategy; Multinational Firms and Management; Taxation; Business History; Human Resources; Resignation and Termination; Books; Human Capital; Working Conditions; Business or Company Management; Goals and Objectives; Growth and Development Strategy; Growth Management; Management Practices and Processes; Industry Growth; Industry Structures; Media; Distribution; Distribution Channels; Order Taking and Fulfillment; Infrastructure; Logistics; Product Development; Supply Chain; Supply Chain Management; Organizational Culture; Public Ownership; Work-Life Balance; Problems and Challenges; Labor and Management Relations; Strategy; Adaptation; Business Strategy; Competitive Strategy; Diversification; Expansion; Integration; Horizontal Integration; Vertical Integration; Information Infrastructure; Information Technology; Mobile and Wireless Technology; Price; Applications and Software; Marketing; Marketing Strategy; Working Capital; Customer Focus and Relationships; Customer Value and Value Chain; Retail Industry; Advertising Industry; Distribution Industry; Electronics Industry; Entertainment and Recreation Industry; Information Technology Industry; Manufacturing Industry; Motion Pictures and Video Industry; Music Industry; Publishing Industry; Shipping Industry; Technology Industry; Video Game Industry; Web Services Industry; United States; Washington (state, US); Seattle
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Wells, John R., Benjamin Weinstock, Gabriel Ellsworth, and Galen Danskin. "Amazon.com, 2021." Harvard Business School Case 716-402, August 2015. (Revised June 2021.)
  • 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.
  • 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.)
  • Article

Anger and Regulation

By: Rafael Di Tella and Juan Dubra
We study a model in which agents experience anger when they see a firm that has displayed insufficient concern for the welfare of its clients (i.e., altruism) making high profits. Regulation can increase welfare, for example, through fines (even with no changes in... View Details
Keywords: Altruism; Populism; Public Relations; Profit; Consumer Behavior; Perception; Governing Rules, Regulations, and Reforms
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Di Tella, Rafael, and Juan Dubra. "Anger and Regulation." Scandinavian Journal of Economics 116, no. 3 (July 2014): 734–765.
  • August 2016 (Revised November 2019)
  • Case

eSig: Growth Analysis

By: Mark Roberge and Tom Eisenmann
eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations (available as a... View Details
Keywords: Esignature; Computer Software; Business or Company Management; Marketing Channels; Applications and Software; Business Startups; Computer Industry
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Roberge, Mark, and Tom Eisenmann. "eSig: Growth Analysis." Harvard Business School Case 817-009, August 2016. (Revised November 2019.)
  • June 1998 (Revised August 2000)
  • Case

Microsoft CarPoint

By: Jeffrey F. Rayport
CarPoint.com was Microsoft's Web-based entry into on-line automobile retailing. While it could not, in fact, "sell" or deliver any cars, it could shift much of consumer search, comparison, and decision-making, including pricing, the traditional car dealer to the Web.... View Details
Keywords: Internet and the Web; Service Operations; Market Entry and Exit; Consumer Behavior; Auto Industry; Retail Industry
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Rayport, Jeffrey F., Avnish S. Bajaj, Steffan Haithcox, and Michael V. Kadyan. "Microsoft CarPoint." Harvard Business School Case 898-280, June 1998. (Revised August 2000.)
  • February 1982 (Revised November 1994)
  • Case

San Fabian Supply Co. (Philippines)

MacDowell Corp., a producer of construction supplies, terminated its exclusive distribution arrangement with San Fabian Supply Co., its sole distributor in the Philippines for nearly 20 years. Paul Cheng the owner of San Fabian had to decide whether to accept... View Details
Keywords: Relationships; Distribution Channels; Construction Industry; Manufacturing Industry; Philippines
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Malone, Claudine B. B. "San Fabian Supply Co. (Philippines)." Harvard Business School Case 582-104, February 1982. (Revised November 1994.)
  • November 1999 (Revised July 2000)
  • Case

Roly International: Consumer Licensed Products in China

In this case Roly International, the largest Disney apparel licensee in China, considers how to adapt their distribution channel strategy to the downturn in the Chinese market. View Details
Keywords: Emerging Markets; Distribution Channels; Brands and Branding; Apparel and Accessories Industry; China
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Arnold, David J., and Shivani Chand. "Roly International: Consumer Licensed Products in China." Harvard Business School Case 500-050, November 1999. (Revised July 2000.)
  • May 2024
  • Teaching Note

The Meteoric Rise of Skims

By: Ayelet Israeli, Jill Avery and Leonard A. Schlesinger
Teaching Note for HBS Case No. 524-023, "The Meteoric Rise of Skims." View Details
Keywords: Brand; Branding; Direct-to-consumer; DTC; Influencers; Influencer Marketing; Fashion; Growth; Direct Marketing; Influence; Reputation; Social Influence; Consumer Goods; Consumer Products; Female Entrepreneur; Female Protagonist; Entrepreneurship And Strategy; Brand & Product Management; Competitive Advantage; Online Followers; Retail; Retail Formats; Retailing; Online Retail; Celebrities; Celebrity; Celebrity Endorsement; Go To Market Strategy; Apparel; Startup Marketing; Startups; Brands and Branding; Growth and Development Strategy; Growth Management; Distribution Channels; Digital Marketing; Advertising; Power and Influence; Social Media; Fashion Industry; Apparel and Accessories Industry; Consumer Products Industry; United States
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Israeli, Ayelet, Jill Avery, and Leonard A. Schlesinger. "The Meteoric Rise of Skims." Harvard Business School Teaching Note 524-067, May 2024.
  • 19 Sep 2017
  • First Look

First Look at New Research and Ideas, September 19

September 2017 Management Science Channel Integration, Sales Dispersion, and Inventory Management By: Gallino, Santiago, Antonio Moreno, and Ioannis Stamatopoulos Abstract—We study the effects of the introduction of cross-channel... View Details
Keywords: Sean Silverthorne
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