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All HBS Web
(6,221)
- Faculty Publications (2,280)
- September 2020 (Revised June 2023)
- Exercise
Artea: Designing Targeting Strategies
By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The...
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Keywords:
Algorithmic Data;
Race And Ethnicity;
Experimentation;
Promotion;
"Marketing Analytics";
Marketing And Society;
Big Data;
Privacy;
Data-driven Management;
Data Analytics;
Data Analysis;
E-Commerce Strategy;
Discrimination;
Targeted Advertising;
Targeted Policies;
Targeting;
Pricing Algorithms;
A/B Testing;
Ethical Decision Making;
Customer Base Analysis;
Customer Heterogeneity;
Coupons;
Algorithmic Bias;
Marketing;
Race;
Gender;
Diversity;
Customer Relationship Management;
Marketing Communications;
Advertising;
Decision Making;
Ethics;
E-commerce;
Analytics and Data Science;
Retail Industry;
Apparel and Accessories Industry;
United States
Ascarza, Eva, and Ayelet Israeli. "Artea: Designing Targeting Strategies." Harvard Business School Exercise 521-021, September 2020. (Revised June 2023.)
- September 2020 (Revised July 2022)
- Supplement
Spreadsheet Supplement to "Artea: Designing Targeting Strategies"
By: Eva Ascarza and Ayelet Israeli
Spreadsheet Supplement to "Artea: Designing Targeting Strategies" (521-021).
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- September 2020 (Revised July 2022)
- Supplement
Spreadsheet Supplement to Artea (B) and (C)
By: Eva Ascarza and Ayelet Israeli
Spreadsheet Supplement to "Artea (B): Including Customer-level Demographic Data" and "Artea (C): Potential Discrimination through Algorithmic Targeting"
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- September 2020 (Revised June 2023)
- Supplement
Spreadsheet Supplement to Artea Teaching Note
By: Eva Ascarza and Ayelet Israeli
Spreadsheet Supplement to Artea Teaching Note 521-041. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and...
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- September 2020
- Case
&pizza: Leading an ‘Employee-First’ Company During a Period of Societal Challenges
By: Francesca Gino and Jeffrey Huizinga
&Pizza is a pizza chain that in the spring of 2020 finds its business completely up-ended by the COVID-19 crisis and shut-down. Many companies in the restaurant and hospitality sector responded to the crisis by shutting down their operations and laying off employees....
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Keywords:
Agility;
Crisis;
Culture;
Values;
COVID-19 Pandemic;
Crisis Management;
Leadership;
Organizational Culture;
Values and Beliefs;
Employee Relationship Management
Gino, Francesca, and Jeffrey Huizinga. "&pizza: Leading an ‘Employee-First’ Company During a Period of Societal Challenges." Harvard Business School Case 921-017, September 2020.
- September 2020 (Revised June 2021)
- Supplement
Eaton Corporation: Portfolio Transformation and The Cost of Capital
By: Benjamin C. Esty, Scott Mayfield and Daniel Fisher
In 2000, Eaton Corporation was a broadly diversified industrial conglomerate. But its strategy was evolving and its focus was narrowing around “power management” and more recently on “intelligent power,” the use of digitally enabled products and services designed to...
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- September 2020 (Revised June 2021)
- Case
Eaton Corporation: Portfolio Transformation and The Cost of Capital
By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
In 2000, Eaton Corporation was a broadly diversified industrial conglomerate. But its strategy was evolving and its focus was narrowing around “power management” and more recently on “intelligent power,” the use of digitally enabled products and services designed to...
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Keywords:
Mergers and Acquisitions;
Business Conglomerates;
Business Divisions;
Cost of Capital;
Corporate Finance;
Value;
Valuation;
Industrial Products Industry;
United States;
Denmark;
Republic of Ireland
Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "Eaton Corporation: Portfolio Transformation and The Cost of Capital." Harvard Business School Case 221-006, September 2020. (Revised June 2021.)
- September 2020 (Revised November 2020)
- Case
PDS: Ring-Fencing the Ranch
By: Dennis Campbell, Tarun Khanna and Kerry Herman
Pallak Seth, Group CEO of PDS Multinational Fashions, is contemplating options to bring better collaboration across his global apparel supply chain platform. PDS, a group of 50-plus subsidiary companies, each led by its own CEO and with different apparel industry...
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Keywords:
Collaboration;
Supply Chain Management;
Performance;
Partners and Partnerships;
Employee Stock Ownership Plan;
Apparel and Accessories Industry
Campbell, Dennis, Tarun Khanna, and Kerry Herman. "PDS: Ring-Fencing the Ranch." Harvard Business School Case 721-361, September 2020. (Revised November 2020.)
- Article
Conversational Receptiveness: Expressing Engagement with Opposing Views
By: M. Yeomans, J. Minson, H. Collins, H. Chen and F. Gino
We examine “conversational receptiveness”—the use of language to communicate one’s willingness to thoughtfully engage with opposing views. We develop an interpretable machine-learning algorithm to identify the linguistic profile of receptiveness (Studies 1A-B). We then...
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Keywords:
Receptiveness;
Natural Language Processing;
Disagreement;
Interpersonal Communication;
Relationships;
Conflict Management
Yeomans, M., J. Minson, H. Collins, H. Chen, and F. Gino. "Conversational Receptiveness: Expressing Engagement with Opposing Views." Organizational Behavior and Human Decision Processes 160 (September 2020): 131–148.
- September–October 2020
- Article
Managing Churn to Maximize Profits
By: Aurelie Lemmens and Sunil Gupta
Customer defection threatens many industries, prompting companies to deploy targeted, proactive customer retention programs and offers. A conventional approach has been to target customers either based on their predicted churn probability or their responsiveness to a...
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Keywords:
Churn Management;
Defection Prediction;
Loss Function;
Stochastic Gradient Boosting;
Customer Relationship Management;
Consumer Behavior;
Profit
Lemmens, Aurelie, and Sunil Gupta. "Managing Churn to Maximize Profits." Marketing Science 39, no. 5 (September–October 2020): 956–973.
- September 2020
- Teaching Note
Miami's Tech Future (B): Building the Entrepreneurial Ecosystem
By: Rosabeth Moss Kanter and Joyce J. Kim
In 2017, Miami was rated #1 among U.S. cities for startups, but about 40th for “scale-ups” – growth companies. This case shows how leaders of incubators and accelerators supported startups and a culture of entrepreneurship, but also describes some factors limiting...
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- September 2020
- Teaching Note
Miami's Tech Future (C): Reaching Another Miami
By: Rosabeth Moss Kanter and Joyce J. Kim
The effects of Miami’s startup scene have not reached many “left-behind” lower-income Black communities, which are disproportionately affected by problems such as segregation and racial discrimination, lack of transportation access, crime, education quality, government...
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Keywords:
Technology;
Change;
Transformation;
Progress;
Community;
Scaling;
Income Inequality;
Racism;
Community Impact;
Community Relations;
Change Management;
Business Startups;
Information Technology;
Diversity;
Race;
Equality and Inequality;
Social Issues;
Business and Community Relations;
Miami;
Florida
- August 2020 (Revised May 2021)
- Case
PayPal: The Next Chapter
By: Michael Porter, Mark Kramer and Annelena Lobb
Can a social purpose and stakeholder capitalism confer a powerful competitive advantage in the age of COVID-19? For PayPal, the answer is yes. After spinning off from eBay in a 2015 IPO, the company declared its purpose as "democratizing financial services" by ensuring...
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Keywords:
Mission and Purpose;
Finance;
Business and Stakeholder Relations;
Social Entrepreneurship;
Competitive Advantage;
Financial Services Industry
Porter, Michael, Mark Kramer, and Annelena Lobb. "PayPal: The Next Chapter." Harvard Business School Case 721-378, August 2020. (Revised May 2021.)
- August 2020 (Revised October 2024)
- Case
Digital Marketing at HBS Online
By: Sunil Gupta and Rajiv Lal
In July 2020, the management team of Harvard Business School Online (HBS Online) had to decide how to allocate its marketing budget for fiscal year 2021 between various digital channels and its portfolio of courses. Since its launch in 2014, HBS Online had grown to...
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Keywords:
Marketing Strategy;
Advertising;
Digital Marketing;
Marketing Channels;
Brands and Branding;
Business Education;
Education Industry;
United States;
Boston
Gupta, Sunil, and Rajiv Lal. "Digital Marketing at HBS Online." Harvard Business School Case 521-027, August 2020. (Revised October 2024.)
- August 2020
- Article
Improving Working Conditions in Global Supply Chains: The Role of Institutional Environments and Monitoring Program Design
By: Jodi L. Short, Michael W. Toffel and Andrea R. Hugill
Activism seeking to improve labor conditions in global supply chains has led many transnational corporations to adopt codes of conduct and monitor suppliers for compliance. Drawing on thousands of audits conducted by a major social auditor, we identify structural...
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Keywords:
Monitoring;
Supplier Relationship;
Sustainability;
Sustainability Management;
Sustainable Operations;
Sustainable Supply Chains;
NGO;
Operations;
Supply Chain Management;
Governance Compliance;
Corporate Social Responsibility and Impact;
Global Range;
Working Conditions
Short, Jodi L., Michael W. Toffel, and Andrea R. Hugill. "Improving Working Conditions in Global Supply Chains: The Role of Institutional Environments and Monitoring Program Design." ILR Review 73, no. 4 (August 2020): 873–912.
- 2020
- Working Paper
Updating the Balanced Scorecard for Triple Bottom Line Strategies
By: Robert S. Kaplan and David McMillan
Many companies are now attempting to achieve triple bottom line performance on financial, environmental, and societal metrics. Successful strategies for such performance, however, generally require new relationships among multiple players in multiple sectors across a...
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Keywords:
Balanced Scorecard;
Adaptation;
Environmental Sustainability;
Social Issues;
Performance;
Strategy
Kaplan, Robert S., and David McMillan. "Updating the Balanced Scorecard for Triple Bottom Line Strategies." Harvard Business School Working Paper, No. 21-028, August 2020.
- July 2020 (Revised November 2020)
- Case
Gera Developments: Leadership at a Crossroads
By: Christina R. Wing and John Masko
For decades, Gera Developments (Gera) was a boutique family-owned real estate development firm in Pune, India. But since 2000, managing director Rohit Gera had turned the company into a dynamic innovator in housing solutions for urban Indian families. Over the 2010s,...
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Keywords:
Buildings and Facilities;
Business Growth and Maturation;
Construction;
Geographic Location;
Global Strategy;
Globalized Firms and Management;
Housing;
Leadership Style;
Management Succession;
Organizational Change and Adaptation;
Organizational Culture;
Family Ownership;
Family and Family Relationships;
Urban Development;
Customization and Personalization;
Real Estate Industry;
Maharashtra;
India;
United States
Wing, Christina R., and John Masko. "Gera Developments: Leadership at a Crossroads." Harvard Business School Case 621-018, July 2020. (Revised November 2020.)
- July 2020 (Revised January 2021)
- Case
Pattern Brands
By: Sunil Gupta, Elie Ofek and Julia Kelley
In March 2020, direct-to-consumer (DTC) company Pattern Brands needed to decide how to allocate resources across its different brands. Pattern Co-Founders Nick Ling and Emmett Shine hoped to avoid the pitfalls faced by some DTC companies—such as inability to scale and...
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Keywords:
Direct-to-consumer;
Brands and Branding;
Marketing Channels;
Marketing Strategy;
Product Marketing;
Product Launch;
Product Positioning;
Business Model;
Business Startups;
Growth and Development Strategy;
Demand and Consumers;
Business Strategy;
Diversification;
Competitive Advantage;
Consumer Products Industry;
Retail Industry;
North and Central America;
United States;
New York (city, NY);
New York (state, US)
Gupta, Sunil, Elie Ofek, and Julia Kelley. "Pattern Brands." Harvard Business School Case 521-009, July 2020. (Revised January 2021.)
- July 2020
- Case
Karen Bruck: Growing Managers at MercadoLibre
By: Joshua D. Margolis, Fernanda Miguel and Mariana Cal
Karen Bruck, Corporate Sales Director at MercadoLibre, Latin America's largest e-commerce platform, needs to make a decision about one of her managers, who, while analytically savvy, has an approach that does not fit in with the company's culture.
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Keywords:
Performance Evaluation;
Employee Relationship Management;
Decision Making;
Interpersonal Communication;
Organizational Culture;
Retail Industry;
Latin America;
Argentina
Margolis, Joshua D., Fernanda Miguel, and Mariana Cal. "Karen Bruck: Growing Managers at MercadoLibre." Harvard Business School Case 421-013, July 2020.
- 2020
- Working Paper
Best Ideas
By: Miguel Antón, Randolph B. Cohen and Christopher Polk
We find that the stocks in which active mutual fund or hedge fund managers display the most conviction towards ex-ante, their “Best ideas,” outperform the market, as well as the other stocks in those managers’ portfolios, by approximately 2.8 to 4.5 percent per year,...
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Keywords:
Mutual Funds;
Managerial Skill;
Market Efficiency;
Investment Funds;
Management;
Investment Portfolio;
Decision Making
Antón, Miguel, Randolph B. Cohen, and Christopher Polk. "Best Ideas." Harvard Business School Working Paper, No. 21-004, June 2020.