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All HBS Web
(1,799)
- People (1)
- News (231)
- Research (1,392)
- Multimedia (6)
- Faculty Publications (569)
- December 2018
- Case
Good Energy Group PLC
By: John R. Wells and Benjamin Weinstock
Founded at the end of 1999 by Juliet Davenport and Martin Edwards, Good Energy was the number-two renewable-energy seller in the United Kingdom at the end of 2016, supplying over 71,000 of the country’s 27 million households and small businesses with 100% renewable...
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Keywords:
Power/Energy;
Green Energy;
Renewables;
Wind Power;
Electricity;
Power;
Strategy Development;
Electric Vehicles;
Customer Service;
Energy Policy;
Barriers To Entry;
Renewable Energy;
Growth and Development Strategy;
Competitive Strategy;
Business and Government Relations;
Problems and Challenges;
Strategy;
Energy Industry;
United Kingdom
Wells, John R., and Benjamin Weinstock. "Good Energy Group PLC." Harvard Business School Case 719-439, December 2018.
- January 2019 (Revised February 2024)
- Teaching Note
Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing
By: Ayelet Israeli
Teaching Note for HBS No. 519-011. As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a...
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Keywords:
DTC;
Direct To Consumer Marketing;
Health Care;
Mobile;
Attribution;
Experimentation;
Experiments;
Churn/retention;
Customer Lifetime Value;
Internet Marketing;
Big Data;
Analytics;
A/B Testing;
CRM;
Advertising;
Marketing;
Marketing Channels;
Marketing Strategy;
Media;
Brands and Branding;
Marketing Communications;
Digital Marketing;
Acquisition;
Growth and Development Strategy;
Customer Focus and Relationships;
Consumer Behavior;
Social Media;
E-commerce
- 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
- 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.
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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
- 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)."
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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
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.)
- September 2020 (Revised July 2022)
- Technical Note
Algorithmic Bias in Marketing
By: Ayelet Israeli and Eva Ascarza
This note focuses on algorithmic bias in marketing. First, it presents a variety of marketing examples in which algorithmic bias may occur. The examples are organized around the 4 P’s of marketing – promotion, price, place and product—characterizing the marketing...
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Keywords:
Algorithmic Data;
Race And Ethnicity;
Promotion;
"Marketing Analytics";
Marketing And Society;
Big Data;
Privacy;
Data-driven Management;
Data Analysis;
Data Analytics;
E-Commerce Strategy;
Discrimination;
Targeting;
Targeted Advertising;
Pricing Algorithms;
Ethical Decision Making;
Customer Heterogeneity;
Marketing;
Race;
Ethnicity;
Gender;
Diversity;
Prejudice and Bias;
Marketing Communications;
Analytics and Data Science;
Analysis;
Decision Making;
Ethics;
Customer Relationship Management;
E-commerce;
Retail Industry;
Apparel and Accessories Industry;
United States
Israeli, Ayelet, and Eva Ascarza. "Algorithmic Bias in Marketing." Harvard Business School Technical Note 521-020, September 2020. (Revised July 2022.)
- May 2009 (Revised December 2009)
- Case
Reliance Baking Soda: Optimizing Promotional Spending
By: John A. Quelch and Heather Beckham
Reliance Baking Soda is Stewart Corporation's oldest and most established product. The new Domestic Brand Director needs to create a 2008 marketing budget that delivers a profit increase of 10% over 2007 levels. She must first evaluate the effectiveness of past...
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Keywords:
Communication Strategy;
Quantitative Analysis;
Consumer Marketing;
Marketing Planning;
Product Management;
Sales Promotions;
Program Budgeting;
Marketing Strategy;
Advertising;
Product Marketing;
Budgets and Budgeting;
Sales;
Consumer Products Industry
Quelch, John A., and Heather Beckham. "Reliance Baking Soda: Optimizing Promotional Spending." Harvard Business School Brief Case 094-127, May 2009. (Revised December 2009.)
- 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
- November 2017
- Teaching Note
Amazon.com, 2016
By: John R. Wells and Gabriel Ellsworth
Teaching Note for HBS No. 716-402.
On January 28, 2016, Amazon announced record 2015 operating profits of $2.2 billion on $107 billion of sales, and the markets responded with cautious optimism. For years, founder and CEO Jeffrey Bezos had prioritized growth and...
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Keywords:
Strategic Analysis;
Retail;
E-commerce;
Amazon;
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;
Market Platforms;
Two-Sided Platforms;
Competition;
Internet;
Corporate Strategy;
Online Advertising;
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;
Hardware;
Information Technology;
Mobile Technology;
Online Technology;
Technology Networks;
Technology Platform;
Web;
Web Sites;
Price;
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
- 2023
- Working Paper
Global Harms, Local Profits: How the Uneven Costs of Natural Disasters Affect Support for Green Political Platforms
By: Silvia Pianta and Paula Rettl
The emergence of green constituencies enables climate action. Conventional wisdom holds
that first-hand experience with natural disasters helps build green coalitions by increasing
the salience of the costs of environmental degradation. Focusing on fires in Brazil,...
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Keywords:
Climate Impact;
Politics;
Environmental Issues;
Environmental Protection;
Economic Analysis;
Economic Behavior;
Economic Geography;
Economy;
Economics;
Climate Change;
Environmental Management;
Political Elections;
Natural Disasters;
Green Technology;
Environmental Sustainability;
Latin America;
Brazil
Pianta, Silvia, and Paula Rettl. "Global Harms, Local Profits: How the Uneven Costs of Natural Disasters Affect Support for Green Political Platforms." Harvard Business School Working Paper, No. 24-023, September 2023.
- December 2009 (Revised September 2014)
- Case
TD Canada Trust
By: Dennis Campbell and Brent Kazan
The case illustrates the role of performance measurement and analytics in translating TD-Canada Trust's service model of "comfortable banking" into operational terms. In 2000, in a banking market where consumers and regulators were typically hostile to mergers and...
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Keywords:
Mergers and Acquisitions;
Customer Focus and Relationships;
Customer Satisfaction;
Commercial Banking;
Profit;
Balanced Scorecard;
Organizational Change and Adaptation;
Banking Industry;
Canada
Campbell, Dennis, and Brent Kazan. "TD Canada Trust." Harvard Business School Case 110-049, December 2009. (Revised September 2014.)
- 2014
- Other Teaching and Training Material
Marketing Reading: Segmentation and Targeting
By: Sunil Gupta
This Reading introduces two of the integral parts of any marketing strategy: segmentation and targeting. It covers, first, all of the methods, techniques, and variables with which a business first uncovers the full range of its potential customers and then...
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Keywords:
Behavioral Segmentation;
Conjoint Analysis;
Demographic Segmentation;
Geographic Segmentation;
Market Opportunities;
Market Segmentation;
Marketing;
Marketing Strategy;
Psychographic Segmentation;
Unethical Marketing Practices;
United States
Gupta, Sunil. "Marketing Reading: Segmentation and Targeting." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8219, 2014.
- 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
- February 2015 (Revised February 2017)
- Case
Winnan Metal: Fulfilling the Dream
By: William R. Kerr, Jim Sharpe and James Weber
Neil Kashyap and Neil Lombardo (HBS '08) acquired Winnan Metal, Inc., a metal fabrication shop, after raising a search fund and an 11 month search to fulfill their dreams of becoming business owners. Two weeks after they took control of the company, Winnan's largest...
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Keywords:
Entrepreneurs;
Entrepreneurial Management;
Turnarounds;
Bank Loan;
Crisis Management;
Financial Analysis;
Search Funds;
Acquisitions;
Financial Capital Needed;
Management;
Operations Management;
Sales;
Entrepreneurship;
Decision Making;
Change Management;
Manufacturing Industry;
United States;
Indiana
Kerr, William R., Jim Sharpe, and James Weber. "Winnan Metal: Fulfilling the Dream." Harvard Business School Case 815-104, February 2015. (Revised February 2017.)
- 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
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 2008
- Article
The Five Competitive Forces That Shape Strategy
This article includes a one-page preview that quickly summarizes the key ideas and provides an overview of how the concepts work in practice along with suggestions for further reading. In 1979, a young associate professor at Harvard Business School published his first...
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Keywords:
Profit;
Five Forces Framework;
Industry Growth;
Industry Structures;
Business and Government Relations;
Competitive Strategy
Porter, Michael E. "The Five Competitive Forces That Shape Strategy." Special Issue on HBS Centennial. Harvard Business Review 86, no. 1 (January 2008): 78–93.
- September 1996 (Revised June 1997)
- Case
QVC, Inc.
Illustrates the "Service Profit Chain" in action. QVC, whose initials stand for Quality, Value,, and Convenience, demonstrates clearly how a strong customer focus can lead to establishing a strong franchise in the retail sector and a highly profitable business whose...
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Rayport, Jeffrey F., and Dickson Louie. "QVC, Inc." Harvard Business School Case 897-050, September 1996. (Revised June 1997.)
- July 1989 (Revised April 2001)
- Case
Kanthal (A)
By: Robert S. Kaplan
Multinational company needs an improved cost system to determine the profitability of individual customer orders. Its strategy is to have significant sales and profitability growth without adding additional administrative and support people. The new cost system...
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Keywords:
Cost Accounting;
Earnings Management;
Cost Management;
Financial Management;
Multinational Firms and Management;
Business or Company Management;
Customer Relationship Management;
Sales;
Business Strategy;
Profit;
Electronics Industry
Kaplan, Robert S. "Kanthal (A)." Harvard Business School Case 190-002, July 1989. (Revised April 2001.)
- March 2006 (Revised April 2006)
- Case
NOK (A)
By: Das Narayandas and Kate Attea
Highlights issues that a multidivision firm faces as it moves from managing products for profit to managing customers for profit.
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Keywords:
Business Divisions;
Transformation;
Customer Focus and Relationships;
Profit;
Management;
Product Marketing;
Organizations;
Commercialization
Narayandas, Das, and Kate Attea. "NOK (A)." Harvard Business School Case 506-040, March 2006. (Revised April 2006.)