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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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- May 2021
- Article
Value-Based Healthcare in Urology: A Collaborative Review
By: Chanan Reitblat, Paul A. Bain, Michael E. Porter, David N. Bernstein, Thomas W. Feeley, Markus Graefen, Santosh Iyer, Matthew J. Resnick, C.J. Stimson, Quoc-Dien Trinh and Boris Gershman
Context:
In response to growing concerns over rising costs and major variation in quality, improving value for patients has been proposed as a fundamentally new strategy for how healthcare should be delivered, measured, and remunerated.
Objective:
To... View Details
In response to growing concerns over rising costs and major variation in quality, improving value for patients has been proposed as a fundamentally new strategy for how healthcare should be delivered, measured, and remunerated.
Objective:
To... View Details
- April 2021
- Case
Balancing Act: Deborah Lovich (A)
By: David G. Fubini and Patrick Sanguineti
Deborah Lovich, Partner at the Boston Consulting Group (BCG), has been given the opportunity of a lifetime: to join the firm's Executive Committee as its youngest member and only current woman, as well as just the second woman in its history. Encouraged by her mentors,...
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- April 2021
- Case
Codecademy: Where to Next?
By: Jeffrey F. Rayport, Max Mailman and Sarah Ascherman
In March 2020, Zach Sims, co-founder and CEO of online education platform Codecademy, prepared for a meeting with Chief of Staff Kunal Ahuja to discuss the company’s goals. Codecademy billed itself as the largest online resource for improving computer science literacy...
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- April 2021
- Case
Kitopi: The Brave New World of Cloud Kitchens
By: Antonio Moreno and Gamze Yucaoglu
The case opens in February 2021 as Mohamad Ballout, co-founder and CEO of Kitopi, a Dubai-based managed cloud kitchen platform, is looking over the company’s 2020 results. Propelled by the COVID-19 pandemic, delivery orders had been on the rise globally and dine-in...
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- April 2021
- Case
StockX: The Stock Market of Things (Abridged)
By: Chiara Farronato, John J. Horton, Annelena Lobb and Julia Kelley
Founded in 2015 by Dan Gilbert, Josh Luber, and Greg Schwartz, StockX was an online platform where users could buy and sell unworn luxury and limited-edition sneakers. Sneaker resale prices often fluctuated over time based on supply and demand, creating a robust...
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Keywords:
Markets;
Auctions;
Bids and Bidding;
Demand and Consumers;
Consumer Behavior;
Data and Data Sets;
Market Design;
Market Platforms;
Two-Sided Platforms;
Multi-Sided Platforms;
Market Transactions;
Marketplace Matching;
Supply and Industry;
Analysis;
Price;
Product Marketing;
Product Launch;
Apparel and Accessories Industry;
Fashion Industry;
North and Central America;
United States;
Michigan;
Detroit
- 2021
- Article
Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring
By: Tom Sühr, Sophie Hilgard and Himabindu Lakkaraju
Ranking algorithms are being widely employed in various online hiring platforms including LinkedIn, TaskRabbit, and Fiverr. Prior research has demonstrated that ranking algorithms employed by these platforms are prone to a variety of undesirable biases, leading to the...
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- April 2021
- Article
Homing and Platform Responses to Entry: Historical Evidence from the U.S. Newspaper Industry
By: K. Francis Park, Robert Seamans and Feng Zhu
We examine how heterogeneity in customers’ tendencies to single-home or multi-home affects a platform’s competitive responses to new entrants in the market. We first develop a formal model to generate predictions about how a platform will respond. We then empirically...
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- March 2021
- Case
Litigation Finance 2.0: LexShares
By: Lauren Cohen, Spencer C. N. Hagist and Yago Zavalia Gahan
Litigation finance - also referred to as third party litigation funding - was in its relative infancy as an asset class when Jay Greenberg and Max Volsky made a platform-play in the space. 7 years later, the market was far from "mainstream," but nonetheless had grown...
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- March 2021
- Case
CashDrop (A)
By: Rembrand Koning, Paul A. Gompers and Sarah Gulick
In July 2020, Ruben Flores-Martinez had launched a startup, CashDrop, which provided easy and cheap sales options for small businesses. The COVID-19 pandemic helped CashDrop quickly grow. Flores-Martinez, who had previously sought and been denied venture capital...
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- March 2021
- Supplement
CashDrop (B1)
By: Rembrand Koning, Paul A. Gompers and Sarah Gulick
After the events in CashDrop A, Flores-Martinez received two concrete offers from VC funds for his startup business, CashDrop. This case describes the tensions between the two funds: a traditional VC fund who would offer Flores-Martinez a prestigious platform, and a...
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- March 2021
- Supplement
Facebook's Libra (B): The Privatization of Money?
This case addresses the events that took place following the conclusion of the case “Facebook’s Libra (A): The Privatization of Money?” In October 2019, several months after the conclusion of the A case, multiple members of the Libra Association announced that they...
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Keywords:
Accounting;
Economics;
Money;
Governance;
Governing and Advisory Boards;
Policy;
Governance Controls;
Innovation and Invention;
Innovation Strategy;
Technological Innovation;
Disruptive Innovation;
Technology;
Technology Platform;
Technology Networks;
Technology Industry;
Europe;
Switzerland;
United States;
California
- March 2021
- Case
Proteak: Valuing Forestry Assets
By: Gerardo Pérez Cavazos and Carla Larangeira
In early 2020, 414 Capital was hired by Proteak, Mexico´s largest forestry platform, to perform a valuation of its teak business, a high-grade hardwood commonly used to build boat decks, outdoor walls, furniture, doors and small objects. Teak plantations typically...
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Keywords:
Forestry;
Assets;
Valuation;
Forest Products Industry;
Financial Services Industry;
Mexico
- March 2021
- Teaching Note
Afterpay U.S.: The Omnichannel Dilemma
By: Antonio Moreno and Anibha Singh
In 2018, Nick Molnar, the founder of the Australia-based online payment service Afterpay began its expansion to the U.S. market. The service had gained a loyal following in Australia by enabling customers to pay for online purchases through four interest-free...
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Keywords:
Online Advertising;
Business Startups;
Business Growth and Maturation;
Business Model;
Business Organization;
For-Profit Firms;
Change Management;
Customer Value and Value Chain;
Customer Relationship Management;
Customer Satisfaction;
Financing and Loans;
Microfinance;
Global Strategy;
Marketing Strategy;
Market Entry and Exit;
Market Platforms;
Multi-Sided Platforms;
Product Development;
Supply Chain Management;
Business and Stakeholder Relations;
Networks;
Network Effects;
Online Technology;
Financial Services Industry;
Technology Industry;
United States;
Australia
- March 2021
- Case
VideaHealth: Building the AI Factory
By: Karim R. Lakhani and Amy Klopfenstein
Florian Hillen, co-founder and CEO of VideaHealth, a startup that used artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. A process for quickly building and iterating on new...
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Keywords:
Artificial Intelligence;
Innovation and Invention;
Disruptive Innovation;
Technological Innovation;
Technology;
Software;
Technology Adoption;
Technology Platform;
Entrepreneurship;
Technology Industry;
Medical Devices and Supplies Industry;
North and Central America;
United States;
Massachusetts;
Cambridge
- March 2021
- Supplement
Snapp: Scaling Under Sanctions in Iran (B)
By: Meg Rithmire and Gamze Yucaoglu
The case opens in November 2020 as Eyad Alkassar and Mahmoud Fouz, co-founders of Iran’s first and leading ride-hailing platform, Snapp, eagerly await the results of the U.S. presidential elections.
The case takes us through the challenging times between November... View Details
The case takes us through the challenging times between November... View Details
Keywords:
Sanctions;
Change Management;
Disruption;
Volatility;
Decision Choices and Conditions;
Cross-Cultural and Cross-Border Issues;
Government and Politics;
International Relations;
National Security;
Crisis Management;
Risk Management;
Health Pandemics;
Transportation Industry;
Middle East;
Iran
- February 2021
- Case
Braintrust: The Blockchain-Powered Talent Network
By: Christopher Stanton, Joseph B. Fuller and George Gonzalez
San Francisco startup Braintrust developed a talent network governed and incentivized by a blockchain token as a way to align incentives between clients and freelancers. The COVID-19 pandemic led to a rise of remote work and accelerated the growth of the platform;...
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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 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 a potential move 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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