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- September 24, 2021
- Article
A Labor Movement for the Platform Economy
By: Li Jin, Scott Duke Kominers and Lila Shroff
Platforms are fundamentally changing the contract between workers and companies—and the workers and creatives that create value for platform companies, and rely on platforms for their livelihoods, often have little power when it comes to getting their concerns...
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- September 2021
- Article
Network Interconnectivity and Entry into Platform Markets
Digital technologies have led to the emergence of many platforms in our economy today. In certain platform networks, buyers in one market purchase services from providers in many other markets, whereas in others, buyers primarily purchase services from providers within...
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- August 2021
- Case
Camera IQ: Building Augmented Reality Brand Experiences in Social Media
By: Jill Avery and Rayan Nahas
Camera IQ, a camera marketing software company that empowered brands to create and launch augmented reality experiences (AREs) across social platforms, had just raised an additional $5 million to fund further product development and expand its marketing and sales...
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Keywords:
Brand Management;
Social Media;
Digital Marketing;
Virtual Reality;
Augmented Reality;
B2B;
E-commerce;
Technology Platform;
Marketing;
Marketing Communications;
Marketing Strategy;
Brands and Branding;
Online Advertising;
Online Technology;
Growth Management;
Customer Relationship Management;
Customer Value and Value Chain;
Advertising Industry;
United States
- July 2021
- Article
The Effect of Price on Firm Reputation
By: Michael Luca and Oren Reshef
While a business's reputation can affect its pricing, prices can also affect its reputation. To explore the effect of prices on reputation, we investigate daily data on menu prices and online ratings from a large rating and ordering platform. We find that a price...
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- June 2021
- Case
Akira Fukabori and Kevin Kajitani at avatarin (A)
By: Linda A. Hill and Emily Tedards
In 2016, Akira Fukabori and Kevin Kajitani, aeronautical engineers at All Nippon Airways Co., Ltd., began to wonder why, in a world of accelerating globalization and digital connectivity, those who lived in far-remote villages or impoverished urban areas could not...
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Keywords:
Agility;
Ecosystem;
Innovation Ecosystems;
Crowdsourcing;
Open Innovation;
Partnership;
Government;
Collaboration;
Co-creation;
Purpose;
Impact;
Social Impact;
Movement;
Organizational Behavior;
Organizational Ambidexterity;
Ambidexterity;
Culture;
Culture Change;
Global Teams;
Experimentation;
Space;
Airline Industry;
Start-up;
Platform Business;
Platform Strategy;
Platform;
Digital;
Robotics;
Robots;
Mobility;
Strategy;
COVID-19;
Intrapreneurship;
Public-private Partnership;
XPRIZE;
Space Industry;
Avatar;
Telepresence;
Innovation Lab;
Innovation and Invention;
Technological Innovation;
Partners and Partnerships;
Collaborative Innovation and Invention;
Alignment;
Leadership;
Leading Change;
Diversity;
Organizational Culture;
Change Management;
Entrepreneurship;
Transportation Industry;
Aerospace Industry;
Japan
- June 2021
- Case
Akira Fukabori and Kevin Kajitani at avatarin (A) (Abridged)
By: Linda A. Hill and Emily Tedards
In 2016, Akira Fukabori and Kevin Kajitani, aeronautical engineers at All Nippon Airways Co., Ltd., began to wonder why, in a world of accelerating globalization and digital connectivity, those who lived in far-remote villages or impoverished urban areas could not...
View Details
Keywords:
Agility;
Ecosystem;
Innovation Ecosystems;
Innovation;
Crowdsourcing;
XPRIZE;
Open Innovation;
Partnership;
Government;
Collaboration;
Co-creation;
Purpose;
Impact;
Social Impact;
Movement;
Organizational Behavior;
Organizational Ambidexterity;
Ambidexterity;
Culture;
Culture Change;
Global Teams;
Experimentation;
Space;
Space Industry;
Airline Industry;
Start-up;
Platform Business;
Platform Strategy;
Platform;
Digital;
Robotics;
Robots;
Avatar;
Telepresence;
Innovation Lab;
Mobility;
COVID-19;
Intrapreneurship;
Public-private Partnership;
Innovation and Invention;
Technological Innovation;
Partners and Partnerships;
Collaborative Innovation and Invention;
Alignment;
Leadership;
Leading Change;
Diversity;
Organizational Culture;
Change Management;
Strategy;
Entrepreneurship;
Transportation Industry;
Aerospace Industry;
Japan
- May 2021 (Revised August 2021)
- Case
Melissa Wood Health: How to Win in the Creator Economy
By: Eva Ascarza
In October 2020, Melissa Wood-Tepperberg, founder of the digital subscription wellness platform Melissa Wood Health (MWH) and creator of ‘The MWH Method,’ was evaluating the strategic directions of her company. What had started as a way to share workouts and wellness...
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- May 2021
- Teaching Note
THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)
By: Ayelet Israeli and Jill Avery
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;
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
- May 2021
- Teaching Note
Michelin: Building a Digital Service Platform
By: Sunil Gupta
Teaching Note for HBS Case No. 520-061.
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- February 2021
- Case
Threadless: The Renewal of an Online Community
By: Shane Greenstein, Karim Lakhani and Christian Godwin
Threadless, an online apparel company and artist community which Jake Nickell founded in 2000, continued to maintain its status as a top company in the online apparel industry during its second decade. From 2010 to 2020, Threadless continued to operate its...
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Keywords:
Business Model;
Decision Making;
Entrepreneurship;
Innovation and Invention;
Leading Change;
Management;
Marketing;
Product Launch;
Operations;
Supply Chain;
Distribution;
Networks;
Sales;
Strategy;
Adaptation;
Technology;
Software;
Technology Platform;
Apparel and Accessories Industry;
Technology Industry;
North America
- February 2021 (Revised June 2021)
- Case
Brainlab: Imaging a MedTech Future
By: Regina E. Herzlinger, Gregory P. Licholai and Federica Gabrieli
Can Brainlab, a privately held firm, compete with giants like Medtronic and Amazon in delivering the Digital Operating Room of the future? The CEO is pondering solutions for secure exchange of medical information, pricing a new robotic imaging device, and reorganizing...
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Keywords:
Surgery;
Robotics;
Health Care;
Private Healthcare;
Pricing;
Technology Platform;
Acquisition;
Business Growth and Maturation;
Growth and Development Strategy;
Business Strategy;
Corporate Strategy;
Corporate Entrepreneurship;
Health Care and Treatment;
Health;
Innovation and Invention;
Innovation and Management;
Innovation Strategy;
Technological Innovation;
Software;
Hardware;
Information Technology;
Health Industry;
Europe;
Germany;
Munich
- February 2021 (Revised March 2021)
- Case
Shopify: The Conquest for Chinese E-Commerce
By: Jeffrey F. Rayport, Avani Patel, Ariel Yang and Samantha Lin
In mid-2020, Tobias Lütke, CEO of Shopify, faced a critical decision on how to time potential expansion into the China market. Over the prior 15 years, his Canadian software-as-a-service company had grown from a small e-commerce solutions provider to a full service...
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Keywords:
E-commerce;
Timing;
Corporate Entrepreneurship;
Service Operations;
Business Model;
Organizational Design;
Change Management;
Cross-Cultural and Cross-Border Issues;
Global Strategy;
Health Pandemics;
Growth Management;
Marketing Strategy;
Technology Platform;
Alliances;
Partners and Partnerships;
Opportunities;
Online Technology;
United States;
Canada;
China
- February 2021 (Revised July 2021)
- Case
TikTok in 2020: Super App or Supernova?
By: Jeffrey F. Rayport, Dan Maher and Dan O'Brien
TikTok’s parent company, ByteDance, was launched in 2012 around a simple idea – helping users entertain themselves on their smartphones while on the Beijing Subway. In less than a decade, it had become one of the world’s most valuable private companies, with investors...
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Keywords:
Business Model;
Business Startups;
Business Organization;
Change Management;
Disruption;
Cross-Cultural and Cross-Border Issues;
Global Strategy;
Health Pandemics;
Innovation Strategy;
Growth and Development Strategy;
Growth Management;
Brands and Branding;
Marketing Strategy;
Marketing Channels;
Network Effects;
Two-Sided Platforms;
Product Design;
Product Development;
Partners and Partnerships;
Opportunities;
Social Issues;
Mobile Technology;
Online Technology;
Value Creation;
United States;
China
- 2021
- Working Paper
Assessing the Strength of Network Effects in Social Network Platforms
By: Marco Iansiti
Network effects have risen to the forefront of platform competition discussions (e.g. the House Judiciary investigation of competition in digital markets, claiming that Facebook, for example, is entrenched due to strong network effects and high switching costs). While...
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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...
View Details
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 (Revised March 2021)
- Case
Arçelik: From a Dealer Network to an Omnichannel Experience
By: Ayelet Israeli and Fares Khrais
Arçelik Turkey, the country’s market leader in household appliances, was at an omnichannel crossroads in January 2020. Arçelik was a B2B player utilizing a dealership network with an umbrella of brands and had one of the largest brick-and-mortar store networks in...
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Keywords:
Digital Transformation;
Digital Marketing;
Bricks And Mortar;
Franchise Management;
Franchising;
Dealer Network;
Dealers;
B2B;
B2B2C;
Tradition;
Culture Change;
Cultural Adaptation;
Omnichannel;
Omnichannel Retail;
Omni-channel;
Omnichannel Retailing;
Sales Channels;
Sales Channel Development;
Channel Management;
Channels Of Distribution;
Marketplace;
Platforms;
Collaboration;
Online Channel;
Online Data;
Online Sales;
Online Shopping;
Online;
Retail;
Retailing;
Disruption;
Transformation;
Franchise Ownership;
Change Management;
Partners and Partnerships;
Consumer Behavior;
Sales;
Online Technology;
Marketing Strategy;
Conflict and Resolution;
Conflict Management;
Organizational Culture;
Distribution Channels;
Electronics Industry;
Retail Industry;
Consumer Products Industry;
Turkey
- December 2020
- Case
XP: Dual Track Financing Alternatives
By: Marco Di Maggio, Pedro Levindo and Carla Larangeira
XP, an investment platform, was on the verge of defining whether to do an IPO or selling off a majority stake to Itaú Unibanco, Brazil´s largest financial conglomerate. Under the leadership of Guilherme Benchimol, XP´s co-founder and CEO, XP had risen to become the...
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- December 2020 (Revised June 2021)
- Case
Komatsu and Smart Construction
By: Rajiv Lal, David J. Collis and Akiko Saito
Komatsu, Japan's leading construction equipment manufacturer, is considering investing in a digital platform "Smart Construction" that will digitise the entire work process on a construction site, allowing for substantial reductions in cost and time while improving...
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- 2020
- Working Paper
Biased Sampling of Early Users and the Direction of Startup Innovation
By: Ruiqing Cao, Rembrand Koning and Ramana Nanda
Using data from a prominent online platform for launching new digital products, we document that the composition of the platform's ‘beta testers’ on the day a new product is launched has a systematic and persistent impact on the venture's success. Specifically, we use...
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