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Skip to content The HBS Digital Initiative brings together perspectives across disciplines to help people understand how technology is transforming...
- February 2021
- Background Note
Jobs to Be Done: A Toolbox
By: Derek C. M. van Bever, Bob Moesta, Iuliana Mogosanu, Shaye Roseman and Katie Zandbergen
The Jobs to Be Done methodology is both a theory and a practical approach for understanding customer behavior and why people make the choices they make. Many practitioners, whether they work for startups or incumbent businesses, find Jobs to Be Done useful because it...
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- February 2021 (Revised March 2021)
- Case
AptDeco: Circular Economy Furniture Marketplace
By: Ayelet Israeli and Jamie Merkrebs
AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120 billion furniture market, despite its...
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Keywords:
E-commerce;
E-commerce Strategy;
Mobile;
Digital Marketing;
Word-of-mouth;
Word-of-mouth Marketing;
Word Of Mouth;
Internet Marketing;
Growth Strategy;
Platform;
Platforms;
Two Sided Markets;
Two-sided Market;
Two-sided Marketplace;
Two-sided Markets;
Two-sided Network;
Black Entrepreneurs;
Black Leadership;
African Americans;
Circular;
Peer-to-peer Markets;
Furniture Industry;
Furniture;
Growth Hacking;
Monetization Strategy;
Growth Management;
Marketing Strategy;
Entrepreneurship;
Market Platforms;
Marketing Channels;
Online Advertising;
Consumer Behavior;
Acquisition;
Growth and Development Strategy;
Two-Sided Platforms;
Customer Focus and Relationships;
Retail Industry;
Consumer Products Industry;
Technology Industry;
Web Services Industry;
United States;
North America;
New York (city, NY);
New York (state, US)
- January 2021 (Revised March 2021)
- Case
THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)
By: Jill Avery, Ayelet Israeli and Emma von Maur
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...
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Keywords:
Data;
Data Analytics;
Artificial Intelligence;
Ai;
Ai Algorithms;
Ai Creativity;
Fashion;
Retail;
Retail Analytics;
Digital Marketing;
E-commerce;
E-commerce Strategy;
Platform;
Platforms;
Big Data;
Preference Elicitation;
Preference Prediction;
Predictive Analytics;
App Development;
＂marketing Analytics＂;
Advertising;
Mobile App;
Mobile Marketing;
Apparel;
Referral Rewards;
Referrals;
Female Ceo;
Female Entrepreneur;
Female Protagonist;
Data and Data Sets;
Analysis;
Creativity;
Marketing Strategy;
Brands and Branding;
Consumer Behavior;
Demand and Consumers;
Forecasting and Prediction;
Marketing Channels;
Online Advertising;
Online Technology;
Mobile Technology;
Fashion Industry;
Retail Industry;
Apparel and Accessories Industry;
Consumer Products Industry;
United States
- January 2021
- Case
Digital Transformation 2.0: CEO Elie Girard at Atos
By: Tsedal Neeley and James Barnett
Elie Girard has taken the helm as CEO of Atos—multinational IT giant—to lead the company into the next era of digital transformation. Noticing that customers’ digital needs were evolving to become even more specialized and global in scope, he made a bold first step as...
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- December 2020 (Revised February 2021)
- Case
Kerry Group: Inspiring Food, Nourishing Life
By: Forest L. Reinhardt, José B. Alvarez, Damien McLoughlin, Tonia Labruyere and Tonia Junker
The Irish company Kerry Group, one of the leading global players in the taste and nutrition industry, wants to ensure its future growth in developing and developed markets. Founded in 1972 as a dairy cooperative, it had grown into a provider of taste and nutrition...
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- November 2020 (Revised November 2020)
- Case
Roll-Ups and Surprise Billing: Collisions at the Intersection of Private Equity and Patient Care
By: Trevor Fetter and Kira Seiger
This case describes the increasing investment by private equity (PE) firms in patient care and other healthcare services. The case focuses on investments in physician staffing firms and roll-up strategy investments in physician practice management (PPM). Included in...
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Keywords:
Business Ventures;
Acquisition;
Mergers and Acquisitions;
Business Model;
Change;
Disruption;
Fluctuation;
Trends;
Customers;
Customer Value and Value Chain;
Ethics;
Fairness;
Finance;
Equity;
Insurance;
Private Equity;
Geography;
Geographic Scope;
Health;
Health Care and Treatment;
Markets;
Demand and Consumers;
Supply and Industry;
Industry Structures;
Ownership;
Ownership Type;
Private Ownership;
Relationships;
Agency Theory;
Business and Community Relations;
Business and Shareholder Relations;
Business and Stakeholder Relations;
Networks;
Strategy;
Competition;
Consolidation;
Expansion;
Integration;
Horizontal Integration;
Vertical Integration;
Value;
Value Creation;
Health Industry;
Insurance Industry;
United States
- 2020
- Working Paper
Determinants of Early-Stage Startup Performance: Survey Results
To explore determinants of new venture performance, the CEOs of 470 early-stage startups were surveyed regarding a broad range of factors related to their venture’s customer value proposition, product management, marketing, technology and operations, financial...
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- September 2020
- Teaching Note
TransDigm in 2017: The Beginning of the End or the End of the Beginning?
By: Benjamin C. Esty and Daniel Fisher
Teaching Note for HBS Case No. 720-422. TransDigm was a highly acquisitive company that manufactured a wide range of highly engineered aerospace parts for both military and commercial customers. Over the ten years ending in 2016, its stock price had increase ten times,...
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Keywords:
Value Capturing;
Pricing Strategy;
Supplier Power;
Buyer Power;
Porter's Five Forces;
Bargaining Power;
Monopoly;
Aerospace;
Acquisition Strategy;
Value Drivers;
Ethical Behavior;
Regulation;
Growth Strategy;
Business Ethics;
Defense;
Procurement;
Sustainability;
Value-based Business Strategy;
Acquisition;
Ethics;
Private Equity;
Financial Strategy;
Growth Management;
Performance Evaluation;
Business Strategy;
Competitive Strategy;
Horizontal Integration;
Value Creation;
Competitive Advantage;
Aerospace Industry;
Air Transportation Industry;
United States
- July 3, 2020
- Article
Delivery Apps Need to Start Treating Suppliers As Partners
By: Scott Duke Kominers and Ian Macomber
Home delivery has shifted from a luxury service aimed at young urban professionals to a core part of many businesses, which is used by almost everyone. That upheaval has strained capacity of many delivery services and changed how they relate to the suppliers that they...
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- June 2020
- Teaching Note
Armarium: Luxury Fashion Brands for Rent
By: Jill Avery and David Fubini
Armarium, a two-sided digital platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:...
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Keywords:
Luxury Brand;
Fashion;
Sharing Economy;
Two-sided Marketplace;
Target Market;
Customer Selection;
Marketing;
Brands and Branding;
Luxury;
Two-Sided Platforms;
Business Model;
Growth and Development Strategy;
Customer Value and Value Chain;
Fashion Industry;
Consumer Products Industry;
United States;
North America
- May 2020
- Article
Sales Leadership During and After the Crisis
Because customer acquisition and retention are the lifeblood of a for-profit enterprise, sales activities establish foundational conditions for a business. In turn, sales managers’ responsibilities in a crisis extend beyond keeping the lights on. Their leadership makes...
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- April 2020
- Technical Note
Quantitative Analysis in Marketing
By: Sunil Gupta
Marketing is a combination of art and science that requires both qualitative and quantitative analysis to arrive at effective decisions. This note highlights how quantitative analysis can help in the following marketing decisions: estimating market size, determining...
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- April 2020 (Revised July 2020)
- Supplement
TransDigm in 2017: The Beginning of the End or the End of the Beginning?
By: Benjamin C. Esty and Daniel Fisher
TransDigm was a highly acquisitive company that manufactured a wide range of highly engineered aerospace parts for both military and commercial customers. Over the ten years ending in 2016, its stock price had increase ten times, and both EBITDA and revenues had grown...
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- April 2020 (Revised July 2020)
- Case
TransDigm in 2017: The Beginning of the End or the End of the Beginning?
By: Benjamin C. Esty and Daniel Fisher
TransDigm was a highly acquisitive company that manufactured a wide range of highly engineered aerospace parts for both military and commercial customers. Over the ten years ending in 2016, its stock price had increased ten times, and both EBITDA and revenues had grown...
View Details
Keywords:
Value Capturing;
Pricing Strategy;
Supplier Power;
Buyer Power;
Porter's Five Forces;
Bargaining Power;
Monopoly;
Aerospace;
Acquisition Strategy;
Value Drivers;
Ethical Behavior;
Regulation;
Growth Strategy;
Business Ethics;
Defense;
Procurement;
Sustainability;
Value-based Business Strategy;
Acquisition;
Ethics;
Private Equity;
Financial Strategy;
Growth Management;
Performance Evaluation;
Business Strategy;
Competitive Strategy;
Horizontal Integration;
Value Creation;
Competitive Advantage;
Aerospace Industry;
Air Transportation Industry;
United States
- January 2020
- Case
Banorte Móvil: Data-Driven Mobile Growth
By: Ayelet Israeli, Carla Larangeira and Mariana Cal
In mid-2019, Carlos Hank was deliberating over the results for Banorte Móvil—the mobile application for Banorte, Mexico’s most profitable and second-largest financial institution. Hank, who had been appointed as Banorte´s Chairman of the Board in January 2015, had...
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- 2019
- Working Paper
From Know-It-Alls to Learn-It-Alls: Executive Development in the Era of Self-Refining Algorithms, Collaborative Filtering and Wearable Computing
By: Mihnea Moldoveanu and Das Narayandas
We examine the future of executive education on a technological and cultural landscape that is imminent but different to the one we are accustomed to. We show how the contextualization, socialization and personalization of learning—avowed but distal goals of current...
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- November 2019 (Revised January 2020)
- Case
Bayer Crop Science
By: David E. Bell, Damien McLoughlin, Natalie Kindred and James Barnett
In mid-2019, a year after German conglomerate Bayer Group closed its acquisition of U.S.-based seeds giant Monsanto, the leadership of Bayer’s Crop Science division (which absorbed Monsanto) is reflecting on the opportunities ahead. Some observers have questioned...
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- November 2019 (Revised December 2020)
- Case
Grupo Éxito: Facing Colombia's Competitive Grocery Retail Industry
By: José B. Alvarez, Carla Larangeira, Jenyfeer Martinez Buitrago and Miguel Diaz Moreno
Grupo Éxito, a leading South American retailer, faced declining market shares in Colombia in 2019 with the arrival of low-cost competitors and emerging digital trends. Originally founded in Medellín, Éxito had over the course of its seventy-year history evolved from a...
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Keywords:
Grocery;
Market Share;
Technology;
Trends;
Competitive Strategy;
Retail Industry;
Colombia;
Latin America
- September 2019 (Revised June 2020)
- Case
Othellonia: Growing a Mobile Game
In the summer of 2019, Yu Sasaki, Head of the Game Division of DeNA, a Japanese mobile gaming company, is evaluating various growth strategies for its recent game Othellonia. Sasaki needs to decide if he should focus on customer acquisition, retention, or monetization.
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- September 2019 (Revised September 2019)
- Case
Facebook Fake News in the Post-Truth World
By: John R. Wells, Carole A. Winkler and Benjamin Weinstock
In August 2019, Mark Zuckerberg, founder and CEO of Facebook, was surrounded by controversy. The first major storm of protest followed the surprise election of Donald Trump as President of the United States on November 8, 2016; many put the blame at the door of fake...
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Keywords:
Facebook;
Fake News;
Mark Zuckerberg;
Donald Trump;
Algorithms;
Social Networks;
Partisanship;
Social Media;
App Development;
Instagram;
Whatsapp;
Smartphone;
Silicon Valley;
Office Space;
Digital Strategy;
Democracy;
Entry Barriers;
Online Platforms;
Controversy;
Tencent;
Agility;
Social Networking;
Gaming;
Gaming Industry;
Computer Games;
Mobile Gaming;
Messaging;
Monetization Strategy;
Advertising;
Online Advertising;
Business Ventures;
Acquisition;
Mergers and Acquisitions;
Business Growth and Maturation;
Business Headquarters;
Business Organization;
For-Profit Firms;
Trends;
Communication;
Communication Technology;
Forms of Communication;
Interactive Communication;
Interpersonal Communication;
Talent and Talent Management;
Crime and Corruption;
Voting;
Demographics;
Entertainment;
Games, Gaming, and Gambling;
Moral Sensibility;
Values and Beliefs;
Initial Public Offering;
Profit;
Revenue;
Geography;
Geographic Location;
Global Range;
Local Range;
Country;
Cross-Cultural and Cross-Border Issues;
Globalized Firms and Management;
Globalized Markets and Industries;
Governing Rules, Regulations, and Reforms;
Government and Politics;
International Relations;
National Security;
Political Elections;
Business History;
Recruitment;
Selection and Staffing;
Information Management;
Information Publishing;
News;
Newspapers;
Innovation and Management;
Innovation Strategy;
Technological Innovation;
Knowledge Dissemination;
Human Capital;
Law;
Leadership Development;
Leadership Style;
Leading Change;
Business or Company Management;
Crisis Management;
Goals and Objectives;
Growth and Development Strategy;
Growth Management;
Management Practices and Processes;
Management Style;
Management Systems;
Management Teams;
Managerial Roles;
Marketing Channels;
Social Marketing;
Network Effects;
Market Entry and Exit;
Market Platforms;
Two-Sided Platforms;
Marketplace Matching;
Industry Growth;
Industry Structures;
Monopoly;
Media;
Product Development;
Service Delivery;
Corporate Social Responsibility and Impact;
Mission and Purpose;
Organizational Change and Adaptation;
Organizational Culture;
Organizational Structure;
Public Ownership;
Problems and Challenges;
Business and Community Relations;
Business and Government Relations;
Groups and Teams;
Networks;
Rank and Position;
Opportunities;
Behavior;
Emotions;
Identity;
Power and Influence;
Prejudice and Bias;
Reputation;
Social and Collaborative Networks;
Status and Position;
Trust;
Society;
Civil Society or Community;
Culture;
Public Opinion;
Social Issues;
Societal Protocols;
Strategy;
Adaptation;
Business Strategy;
Commercialization;
Competition;
Competitive Advantage;
Competitive Strategy;
Corporate Strategy;
Customization and Personalization;
Diversification;
Expansion;
Horizontal Integration;
Segmentation;
Information Technology;
Internet;
Mobile Technology;
Online Technology;
Software;
Technology Networks;
Technology Platform;
Web;
Web Sites;
Wireless Technology;
Valuation;
Advertising Industry;
Communications Industry;
Entertainment and Recreation Industry;
Information Industry;
Information Technology Industry;
Journalism and News Industry;
Media and Broadcasting Industry;
Service Industry;
Technology Industry;
Telecommunications Industry;
Video Game Industry;
United States;
California;
Sunnyvale;
Russia