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  • All HBS Web  (883)
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    • Research  (483)
    • Multimedia  (12)
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  • 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.)
  • 18 Nov 2015
  • Research & Ideas

Who Really Determines CEO Salary Packages?

It stands to reason that every major company has a unique set of strategic goals. Consequently, it stands to reason that the chief executive’s compensation package should be uniquely designed to align to those goals, while addressing the... View Details
Keywords: by Carmen Nobel; Consulting
  • 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.)
  • January 2018
  • Supplement

OldTown Berhad

By: Benjamin C. Esty and Greg Saldutte
In December 2017, Jacobs Douwe Egberts (JDE, a Dutch coffee company) made an offer to acquire OldTown Berhad (OTB), a Malaysian coffee company. Three large shareholders, representing more than half of the outstanding shares, have agreed to tender their shares and... View Details
Keywords: Mergers & Acquisitions; Discounted Cash Flow (DCF); Malaysia; Coffee; Consumer Packaged Goods (CPG); Free Cash Flow (FCF); Multiples; Bidding Premia; Netherlands; Tender Offer; Mergers and Acquisitions; Valuation; Value Creation; Food; Investment Return; Retail Industry; Consumer Products Industry; Food and Beverage Industry; Malaysia; Netherlands; Singapore; Asia
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Esty, Benjamin C., and Greg Saldutte. "OldTown Berhad." Harvard Business School Spreadsheet Supplement 218-714, January 2018.
  • 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.
  • November 1985 (Revised July 1989)
  • Supplement

Signode Industries, Inc. (D)

Signode's packaging division president makes a final decision on the price-flex policy. View Details
Keywords: Marketing Strategy; Price; Policy; Steel Industry
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Moriarty, Rowland T., Jr., and Gordon Swartz. "Signode Industries, Inc. (D)." Harvard Business School Supplement 586-062, November 1985. (Revised July 1989.)
  • February 2005 (Revised November 2006)
  • Background Note

Using Data Desk for Statistical Analysis

By: Frances X. Frei and Dennis Campbell
Describes how to use the Data Desk software package to perform statistical analysis. View Details
Keywords: Mathematical Methods
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Frei, Frances X., and Dennis Campbell. "Using Data Desk for Statistical Analysis." Harvard Business School Background Note 605-060, February 2005. (Revised November 2006.)
  • July 1999 (Revised January 2003)
  • Case

Harley-Davidson Motor Company: Enterprise Software Selection

Describes Harley-Davidson's decision process for defining and selecting an enterprise-wide procurement software package and the institutional changes introduced as part of this process. Tells the story of Harley-Davidson's approach in developing integrated business... View Details
Keywords: Organizational Change and Adaptation; Information Technology; Groups and Teams; Software; Motorcycle Industry
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Austin, Robert D., Deborah Soule, and Mark J. Cotteleer. "Harley-Davidson Motor Company: Enterprise Software Selection." Harvard Business School Case 600-006, July 1999. (Revised January 2003.)
  • July 1989 (Revised May 2004)
  • Case

Colonial Homes

By: David E. Bell
Colonial Homes supplies a complete raw materials package to build entire homes. The price of the package is guaranteed at the signing of the sales contract, while delivery (and payment) are not effected for up to six months. In an effort to reduce its exposure to... View Details
Keywords: Customer Value and Value Chain; Contracts; Price; Price Bubble; Fluctuation; Monopoly; Problems and Challenges; Sales; Accommodations Industry; Real Estate Industry
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Bell, David E. "Colonial Homes." Harvard Business School Case 190-008, July 1989. (Revised May 2004.)
  • August 2000 (Revised July 2002)
  • Case

Sara's Options

By: Peter Tufano, Brian J. Hall and Joshua Musher
This case describes the pay packages offered to Sara Becker, a graduating MBA student, including detailed information about two stock option packages (one of which is an indexed option package). She gathers the information and attempts to compare those compensation... View Details
Keywords: Stock Options; Compensation and Benefits; Recruitment; Information; Valuation
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Tufano, Peter, Brian J. Hall, and Joshua Musher. "Sara's Options." Harvard Business School Case 201-005, August 2000. (Revised July 2002.)
  • February 2023
  • Supplement

Graphic Packaging: Project Cowboy (A) Courseware

By: Benjamin C. Esty and Scott Mayfield
In July 2019, Graphic Packaging CEO Michael Doss was proposing a $600 million investment in a new machine to produce coated recycled board (CRB), a type of paper packaging used for consumer products (cups, cereal boxes, beverage boxes, etc.) that utilized recycled... View Details
Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Manufacturing Industry; United States; North America
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Esty, Benjamin C., and Scott Mayfield. "Graphic Packaging: Project Cowboy (A) Courseware." Harvard Business School Spreadsheet Supplement 223-709, February 2023.
  • January 2013 (Revised April 2013)
  • Case

Microsoft Server & Tools

By: Marco Iansiti and Alain Serels
In 2011, Microsoft's Server & Tools Business (STB) was large, fast growing and highly profitable on the strength of traditional packaged product lines led by the Windows Server operating system. Even as the current packaged business was performing exceptionally well,... View Details
Keywords: Technology; Computing; Enterprise Computing; Servers; Cloud Computing; Microsoft; Technology Evolution; Technological Innovation; Disruptive Innovation; Information Technology; Information Technology Industry
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Iansiti, Marco, and Alain Serels. "Microsoft Server & Tools." Harvard Business School Case 613-031, January 2013. (Revised April 2013.)
  • February 2021 (Revised February 2021)
  • Background Note

eGrocery and the Role of Data for CPG Firms

By: Ayelet Israeli, Fedor (Ted) Lisitsyn and Mark A. Irwin
This notes provides information about the eGrocery industry and how traditional CPG companies handle this channel and potential data. It is recommended to use together with a series of exercises entitled: "E-Commerce Analytics for CPG Firms (A), (B), and (C)." 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, Fedor (Ted) Lisitsyn, and Mark A. Irwin. "eGrocery and the Role of Data for CPG Firms." Harvard Business School Background Note 521-077, February 2021. (Revised February 2021.)
  • December 2010
  • Supplement

Fortis Industries, Inc. (D)

Fortis' packaging division president makes a final decision on the price-flex policy. View Details
Keywords: Decisions; Price; Steel Industry
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Moriarty, Rowland T., and Gordon Swartz. "Fortis Industries, Inc. (D)." Harvard Business School Supplement 511-082, December 2010.
  • October 2002 (Revised June 2006)
  • Case

KnowledgeNet (A)

By: William A. Sahlman and Elizabeth Kind
Describes the internal reporting package for a rapidly growing company in the e-learning industry. Management must analyze the data in the package and decide what actions to take. They must also decide what to communicate to the board of directors. Contains a... View Details
Keywords: Internet and the Web; Growth Management; Governing and Advisory Boards; Performance Improvement; Performance Evaluation; Education Industry
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Sahlman, William A., and Elizabeth Kind. "KnowledgeNet (A)." Harvard Business School Case 803-034, October 2002. (Revised June 2006.)
  • September 2003
  • Case

Executive Compensation at Reckitt Benckiser plc

By: V.G. Narayanan, Krishna G. Palepu and Lisa Brem
Investors felt betrayed by the increasingly lucrative pay packages awarded to CEOs and other top executives at multinational companies. Yet, board members charged with adequately rewarding executives were forced to compete with rising packages of salaries and stock... View Details
Keywords: Design; Stock Options; Investment Activism; Corporate Accountability; Compensation and Benefits; Employee Stock Ownership Plan; Management Teams; Business and Shareholder Relations; Consumer Products Industry; Netherlands; United States
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Narayanan, V.G., Krishna G. Palepu, and Lisa Brem. "Executive Compensation at Reckitt Benckiser plc." Harvard Business School Case 104-006, September 2003.
  • March 2016 (Revised February 2023)
  • Exercise

Advertising Experiments at RestaurantGrades

By: Michael Luca, Weijia Dai and Hyunjin Kim
Advertising Experiments at RestaurantGrades is an exercise in which students are asked to analyze and make a recommendation on the basis of simulated experimental data. The setting is a hypothetical restaurant review company called RestaurantGrades (RG), which shows... View Details
Keywords: Analysis; Digital Marketing
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Luca, Michael, Weijia Dai, and Hyunjin Kim. "Advertising Experiments at RestaurantGrades." Harvard Business School Exercise 916-038, March 2016. (Revised February 2023.)
  • October 1990 (Revised August 1991)
  • Case

Peanut Butter Fantasies

By: Amar Bhide and Myra M. Hart
Addresses the interrelated challenges of marketing and finance faced by a small, struggling packaged foods company. View Details
Keywords: Business Ventures; Finance; Business or Company Management; Marketing; Distribution; Problems and Challenges; Food and Beverage Industry
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Bhide, Amar, and Myra M. Hart. "Peanut Butter Fantasies." Harvard Business School Case 391-072, October 1990. (Revised August 1991.)
  • February 2023 (Revised March 2025)
  • Case

Graphic Packaging: Project Cowboy (A)

By: Benjamin C. Esty and E. Scott Mayfield
In July 2019, Graphic Packaging CEO Michael Doss was proposing a $600 million investment in a new machine to produce coated recycled board (CRB), a type of paper packaging used for consumer products (cups, cereal boxes, beverage boxes, etc.) that utilized recycled... View Details
Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Manufacturing Industry; United States; North America
Citation
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Esty, Benjamin C., and E. Scott Mayfield. "Graphic Packaging: Project Cowboy (A)." Harvard Business School Case 223-009, February 2023. (Revised March 2025.)
  • January 2021 (Revised March 2021)
  • Supplement

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; Retention; Analytics and Data Science; Analysis; 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 Spreadsheet Supplement 521-714, January 2021. (Revised March 2021.)
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