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July 2022
Supplement

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

By: Ayelet Israeli

May 2021 (Revised February 2024)
Teaching Note

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Ayelet Israeli and Jill Avery

THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details

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

July 2022
Supplement

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

By: Ayelet Israeli

March 2002
Background Note

Virtuous Cycles: Improving Service and Lowering Costs in E-Commerce

Illustrates how various elements in a customer's encounter with Internet services relying on physical service (labor-intensive customer support and/or logistics) affect one another. Presents a framework that suggests: 1) that improving service quality in specific... View Details

Keywords: Internet and the Web; Service Delivery; Performance Efficiency; Performance Effectiveness; Service Industry

17 Sep 2001
Research & Ideas

Why E-commerce Didn’t Die With the Fall of Webvan

intimacy, and community offered by direct-to-consumer marketing will have an impact on every industry and intermediary," Deighton predicted. Supermarkets may have "dodged a bullet" for now, but direct-to-consumer marketing... View Details

Keywords: by Martha Lagace; Consumer Products; Retail

July 2022
Supplement

Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli

04 Mar 2016
Research & Ideas

Is E-commerce at Risk in Apple's Security Dispute with the FBI?

aspect. But as Tim Cook wrote in his letter, jeopardizing customer security is a slippery slope. Q: So is the cost not just to Apple but to the e-commerce industry prohibitive here? A: It’s a strange... View Details

Keywords: Re: Sunil Gupta; Technology

10 Jun 2002
Research & Ideas

Reinventing the Industrial Giant

In an effort to survive in the new economy, some-industrial giants have tried to chart an evolutionary path that combines their industrial core with new post-industrial businesses. The companies from our study that are most clearly... View Details

Keywords: by Nitin Nohria, Davis Dyer & Frederick Dalzell; Manufacturing

July 2022
Case

Yinglan Tan: Scaling a Venture Capital Firm in Southeast Asia

By: Josh Lerner and Richard Zhu

Yinglan Tan considered the future of his young Singapore-based venture capital firm. On the one hand, the intuition that was behind the initial creation of Insignia in 2017 had been proven correct. The venture capital market in Southeast Asia had grown rapidly, driven... View Details

Keywords: E-commerce; Scalability; Globalized Markets and Industries; Venture Capital; International Finance; Growth and Development; Expansion

April 2017 (Revised October 2017)
Case

Wal-Mart Update, 2017

By: David B. Yoffie and Eric Baldwin

In 2017 Wal-Mart was still the world’s largest company, with over $480 billion in annual revenue and operations in 28 countries. Although it had mostly vanquished its rival discount retailers in the U.S., it was struggling to find the right growth strategy. Facing a... View Details

Keywords: E-Commerce Strategy; Strategy; Competitive Strategy; Business Growth and Maturation; Growth and Development Strategy; Global Range; Business Strategy; Corporate Strategy; E-commerce; Retail Industry

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

April 2019
Case

Walmart Update, 2019

By: David B. Yoffie and Daniel Fisher

In 2019 Walmart was still the world's largest company, with over $500 billion in annual revenue and operations around the world. Although it had mostly vanquished its rival discount retailers in the U.S., it was struggling to find the right growth strategy. Facing a... View Details

Keywords: E-Commerce Strategy; Strategy; Competitive Strategy; Business Growth and Maturation; Growth and Development Strategy; Global Range; Business Strategy; Corporate Strategy; E-commerce; Retail Industry

November 2018 (Revised June 2019)
Case

Michael Rubin and Fanatics (A)

By: Robert F. Higgins and John Masko

In 2016, Michael Rubin’s Fanatics was the U.S.’ largest sports e-commerce company and operator of the official online store for all the major American sports leagues. That year, Fanatics began to dabble in manufacturing licensed sports merchandise, securing limited... View Details

Keywords: Fanatics; Licensed Merchandise; E-commerce; Entrepreneurship; Strategy; Organizational Change and Adaptation; Sports; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; United States

January 2023 (Revised February 2024)
Teaching Note

Perfect Diary (完美日记)

By: Shunyuan Zhang and Sunil Gupta

Teaching Note for HBS Case No. 522-030. View Details

Keywords: Digital Marketing; E-commerce; E-Commerce Strategy; Marketing; Beauty and Cosmetics Industry; China

November 2021 (Revised December 2022)
Case

Farfetch: Digital Transformation for Luxury Brands

By: Sunil Gupta, Jill Avery, Elena Corsi and Federica Gabrieli

Farfetch, a global luxury technology platform and digital marketplace had been surfing the wave of digital transformation in the luxury fashion industry since 2008. While the company’s stock price and market valuation had fluctuated since its IPO in 2018, it had... View Details

July 2015
Case

Vita: Cosmetics in the Nordics

By: Das Narayandas, Krishna Palepu and Kerry Herman

Vita is a Norwegian cosmetics retailer owned by FSN Capital, a Scandinavian private equity company. The company has a strong market position in Norway. The case focuses on two strategic issues: how to develop an e-commerce strategy to supplement the company's... View Details

Keywords: E-Commerce Strategy; Norway; Cosmetics; Managing Under Private Equity Ownership; Strategy; Private Equity; Internet and the Web; Growth and Development Strategy; E-commerce; Beauty and Cosmetics Industry; Beauty and Cosmetics Industry; Norway

November 2011
Article

Competing Matchmakers: An Experimental Analysis

By: Tanjim Hossain, Dylan B. Minor and John Morgan

Platform competition is ubiquitous, yet platform market structure is little understood. Theory models typically suffer from equilibrium multiplicity—platforms might coexist or the market might tip to either platform. We use laboratory experiments to study the outcomes... View Details

Keywords: Platform Competition; Two-Sided Markets; E-commerce; Competition; Two-Sided Platforms; Monopoly

Find at Harvard

Other Article

Online Discounting: Who is Leading the Race to the Bottom?

By: Ayelet Israeli, Eric Anderson and Anne Coughlan

A short review of the finidings in: Israeli, Ayelet, Eric Anderson, and Anne Coughlan. "Minimum Advertised Pricing: Patterns of Violation in Competitive Retail Markets." Marketing Science 35, no. 4 (July–August 2016): 539–564. View Details

Keywords: Pricing; Price Policies; Pricing Policies; Discounting; Retailing; Retailing Industry; Minimum Advertised Price; Ecommerce; E-Commerce Strategy; Price; Distribution Channels; Distribution; Digital Marketing; E-commerce; Retail Industry; Retail Industry; Retail Industry; United States

Research Summary

Overview

By: Kris Johnson Ferreira

Professor Ferreira's research primarily focuses on how retailers can use algorithms to make better revenue management decisions, including pricing, product display, and assortment planning. In the retail industry, anticipating consumer demand is arguably one of the... View Details

Keywords: E-commerce; Analytics; Revenue Management; Pricing; Assortment Planning; Field Experiments; Operations; Supply Chain; Supply Chain Management; Retail Industry

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