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  • All HBS Web  (3,522)
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    • News  (905)
    • Research  (1,936)
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  • 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.)
  • 16 Feb 2021
  • Research & Ideas

To Fight Climate Change, Should Green Investors Reconsider Big Oil?

Should eco-conscious investors support a company that’s developing innovative solutions to climate change—even if that company is also a major polluter? The market’s answer to this question has been a resounding “no,” as evidenced by the investment policies that... View Details
Keywords: by Kristen Senz; Energy
  • January 2021 (Revised March 2021)
  • Exercise

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

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; 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; Grocery Delivery; Margins; Analytics and Data Science; Retention; 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 (C): Free Delivery Terms." Harvard Business School Exercise 521-080, January 2021. (Revised March 2021.)
  • 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.)
  • 25 Jul 2011
  • Research & Ideas

How Disruptive Innovation is Remaking the University

Editor's note: It has been more than a decade since the publication of The Innovator's Dilemma, in which Clayton M. Christensen introduced the idea of disruptive technologies—those unexpected products and services that shake up the market not because they are better... View Details
Keywords: by Clayton M. Christensen & Henry J. Eyring; Education
  • January 1991 (Revised October 1993)
  • Background Note

Note on Bank Loans

Describes traditional bank lending product, the role of the lending officer, credit evaluation, and the structuring of credit facilities and loan agreements. View Details
Keywords: Financing and Loans; Banks and Banking; Banking Industry
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Mason, Scott P. "Note on Bank Loans." Harvard Business School Background Note 291-026, January 1991. (Revised October 1993.)
  • October 1997
  • Case

Polaroid Corporation: Digital Imaging Technology in 1997

Focuses on strategic decisions regarding investment in digital imaging technology facing Polaroid Corp., a worldwide leader in the traditional imaging marketplace, in July 1997. New Polaroid CEO Gary DiCamillo must decide how much emphasis to place on digital vs.... View Details
Keywords: Information Technology; Decision Choices and Conditions; Competitive Strategy; Consumer Products Industry
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Rosenbloom, Richard S., and Ellen Pruyne. "Polaroid Corporation: Digital Imaging Technology in 1997." Harvard Business School Case 798-013, October 1997.
  • 22 Aug 2018
  • Book

Developing a Strategy for the Digital World

Keywords: by Sean Silverthorne
  • 26 Oct 2017
  • Research Event

In an Era of 'Fake News,' What is the Future of Advertising and Publishing?

pondered the impact of fake news on democracy, the potential for government regulation of the internet, and the future of business models that support traditional media such as newspapers. The event was co-sponsored by the Tow Center for... View Details
Keywords: by Jen Deaderick; Media & Broadcasting; Journalism & News
  • January 1999
  • Case

State Street Corporation: Leading with Information Technology (B)

By: Stephen P. Bradley and Kelley Porter
With Multi-currency HORIZON, a real-time multi-currency accounting system that replaced the traditional batch-oriented single-currency accounting system, successfully launched, State Street Corp. (State Street) began to focus on growing the scope of its business... View Details
Keywords: Accounting; Trends; Global Strategy; Growth and Development Strategy; Competitive Strategy; Information Technology; Value Creation; Financial Services Industry
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Bradley, Stephen P., and Kelley Porter. "State Street Corporation: Leading with Information Technology (B)." Harvard Business School Case 799-034, January 1999.
  • 2023
  • Working Paper

How Private Investors Value 'Platformness': An Exploratory Study of Unicorns

By: David B. Yoffie, Michael A. Cusumano, Annabelle Gawer, Sarah von Bargen and Kwesi Acquay
This paper explores the premium investors have been willing to pay for private companies (unicorns) that are digital platforms vs. traditional companies. View Details
Keywords: Platforms And Ecosystems; Digital Platforms; Investment Portfolio
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Yoffie, David B., Michael A. Cusumano, Annabelle Gawer, Sarah von Bargen, and Kwesi Acquay. "How Private Investors Value 'Platformness': An Exploratory Study of Unicorns." Working Paper, October 2023.
  • Article

Platform Competition: Betfair and the U.K. Market for Sports Betting

By: Ramon Casadesus-Masanell and Neil Campbell
We examine two episodes of strategic interaction in the U.K. betting industry: (i) Betfair (an entrant multi-sided platform or MSP) vs. Flutter (also an MSP) and (ii) Betfair vs. traditional bookmakers. We find that although Betfair was an underfunded second mover in... View Details
Keywords: Platform Design; Betting; Complements; Competing Business Models; Co-opetition; Entry; Multi-Sided Platforms; Design; Network Effects; Business Model; Competition; Cooperation
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Casadesus-Masanell, Ramon, and Neil Campbell. "Platform Competition: Betfair and the U.K. Market for Sports Betting." Special Issue on Platforms. Journal of Economics & Management Strategy 28, no. 1 (Spring 2019): 29–40.
  • 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
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Porter, Michael E., and Jorge Ramirez-Vallejo. "Walmart: Navigating a Changing Retail Landscape." Harvard Business School Case 717-474, March 2017. (Revised July 2019.)
  • 20 Mar 2000
  • Research & Ideas

Incubators: The New Venture Capitalists?

skills," he continued. "But most venture capitalists will not be spending time in the trenches because that's not how they're structured, they don't have the people for it." Incubators Vs. Vcs Divine Interventures' Filipowski sees even more differences... View Details
Keywords: by Kenneth Liss
  • Article

Reimagining the Balanced Scorecard for the ESG Era

By: Robert S. Kaplan and David McMillan
Companies are increasingly aware that their customers and society in general expect businesses to adopt and work towards social and environmental objectives as well as the traditional financial ones. This involves not only re-evaluating firms’ models but re-imagining... View Details
Keywords: ESG (Environmental, Social, Governance) Performance; Business Ecosystems; Balanced Scorecard; Adaptation; Business Model; Business and Stakeholder Relations
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Kaplan, Robert S., and David McMillan. "Reimagining the Balanced Scorecard for the ESG Era." Harvard Business Review Digital Articles (February 3, 2021).
  • 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
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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.
  • May 2007 (Revised April 2009)
  • Case

Netflix

By: Willy C. Shih, Stephen P. Kaufman and David Spinola
Reed Hastings founded Netflix with a vision to provide a home movie service that would do a better job satisfying customers than the traditional retail rental model. But as it encouraged challenges it underwent several major strategy shifts, ultimately developing a... View Details
Keywords: Business Model; Film Entertainment; Disruptive Innovation; Growth and Development Strategy; Distribution Channels; Service Delivery; Renting or Rental; Competitive Strategy; Motion Pictures and Video Industry
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Shih, Willy C., Stephen P. Kaufman, and David Spinola. "Netflix." Harvard Business School Case 607-138, May 2007. (Revised April 2009.)
  • 14 Dec 2010
  • Op-Ed

Tax US Companies to Spur Spending

been a saving grace in ensuring that the financial crisis did not cause further damage to the economy. With traditional monetary and fiscal policy instruments seemingly exhausted, the mobilization of that cash hoard can prove critical to... View Details
Keywords: by Mihir A. Desai
  • September 2020
  • Case

Blackstone: Crocs Investment

By: Victoria Ivashina, John D. Dionne and Terrence Shu
This case follows Prakash Melwani (HBS MBA '86), CIO of Blackstone's Private Equity Group, and his teams’ investment in the footwear company Crocs. Instead of a traditional secondary offering, Crocs opted for a unique deal structure by taking Blackstone's cash in a... View Details
Keywords: Private Investment In Public Equity; PIPE Deal; Investment; Brands and Branding; Strategy
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Ivashina, Victoria, John D. Dionne, and Terrence Shu. "Blackstone: Crocs Investment." Harvard Business School Case 221-023, September 2020.
  • October 1994
  • Case

Yokohama Corporation, Ltd. (B): Cost Management System

Illustrates the budget planning process at a Japanese firm. Also describes a highly traditional cost accounting system, and shows how variances are used for performance measurement. View Details
Keywords: Cost Accounting; Performance Evaluation; Budgets and Budgeting; Japan
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Cooper, Robin, and Takeo Yoshikawa. "Yokohama Corporation, Ltd. (B): Cost Management System." Harvard Business School Case 195-108, October 1994.
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