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Skip to content The HBS Digital Initiative brings together perspectives across disciplines to help people understand how technology is transforming...
- 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 17, 2021
- Other Article
Beyond Pajamas: Sizing Up the Pandemic Shopper
By: Ayelet Israeli, Eva Ascarza and Laura Castrillo
A first look at how the COVID-19 pandemic impacted e-commerce apparel shopping in the US and the UK. Extensive analysis and interactive graphics utilizing millions of transactions.
While the pandemic is still playing out, our preliminary investigations suggests... View Details
While the pandemic is still playing out, our preliminary investigations suggests... View Details
Keywords:
Retail;
Retail Analytics;
consumer;
Pandemic;
Covid;
Covid-19;
Apparel;
Ecommerce;
E-commerce;
Online Shopping;
Online Apparel;
Online Sales;
Returns;
Crm;
Customer Retention;
Customer Experience;
Customer Value;
Digital;
Customer Focus And Relationships;
Customers;
Health Pandemics;
consumer Behavior;
Customer Relationship Management;
Online Technology;
Behavior;
Retail Industry;
Apparel And Accessories Industry;
Technology Industry;
United States;
United Kingdom
- 2021
- Working Paper
Information Spillovers in Experience Goods Competition
By: Zhuoqiong Charlie Chen, Christopher Stanton and Catherine Thomas
When experience goods compete, consuming one product can be informative about value for similar untried products. We study a two-period model of duopoly competition in markets that have this feature and where firms can price discriminate between consumers based on...
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- February 2021
- Case
SafeGraph: Selling Data as a Service
By: Ramana Nanda, Abhishek Nagaraj and Allison Ciechanover
Set in January 2021, the CEO of SafeGraph, a four-year-old startup that sold Data as a Service, looked to the future. His aim was to become the most trusted source for data about a physical place. The company provided points of interest (POI) and foot traffic data on...
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- February 2021
- Teaching Plan
Soofa: Displaying the Right Path?
By: Jeffrey J. Bussgang and Amy Klopfenstein
This teaching plan serves as a supplement to the case “Soofa: Displaying the Right Path?” HBS 820-098. The case explores the tension between two different financing and expansion plans for a startup, and explores issues related to business model pivots and industry...
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Keywords:
Business Ventures;
Business model;
Business Plan;
Business Startups;
Entrepreneurship;
Decision Making;
Decisions;
Judgments;
Ethics;
Geography;
Geopolitical Units;
Finance;
Investment;
Markets;
Market Entry And Exit;
Demand And consumers;
Media;
Society;
Urban Development;
Sustainable Cities;
Technology;
Hardware;
Technology Platform;
Strategy;
Business Strategy;
Expansion;
Relationships;
Capital;
Venture Capital;
Advertising Industry;
Technology Industry;
Media And Broadcasting Industry;
North And Central America;
United States;
Massachusetts;
Cambridge
- 2021
- Working Paper
Consuming Contests: Outcome Uncertainty and Spectator Demand for Contest-based Entertainment
By: Patrick J. Ferguson and Karim R. Lakhani
Contests that are designed to be consumed for entertainment by non-contestants are a fixture of economic, cultural and political life. In this paper, we examine whether individuals prefer to consume contests that have more uncertain outcomes. We look to...
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- January 2021
- Article
A Model of Relative Thinking
By: Benjamin Bushong, Matthew Rabin and Joshua Schwartzstein
Fixed differences loom smaller when compared to large differences. We propose a model of relative thinking where a person weighs a given change along a consumption dimension by less when it is compared to bigger changes along that dimension. In deterministic settings,...
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- Article
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, medical diagnoses, and language translation, but how can machine learning help marketers improve marketing decisions? Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to...
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- 2020
- Working Paper
Translating Information into Action: A Public Health Experiment in Bangladesh
By: Reshmaan Hussam, Kailash Pandey, Abu Shonchoy and Chikako Yamauchi
Standard models of technology adoption posit learning as the basis of adoption. However, hygiene campaigns centered around information provision have been overwhelmingly unsuccessful in changing behavior and improving child health across the developing world. We design...
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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
'Repayment-by-Purchase' Helps Consumers to Reduce Credit Card Debt
By: Grant E. Donnelly, Cait Lamberton, Stephen Bush, Zoe Chance and Michael I. Norton
Many consumers struggle to repay their credit card debt, in part because paying small portions of large bills often feels fruitless. We introduce a novel credit card payment option—repayment-by-purchase—and examine its influence on both the amount consumers’ repay and...
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- October 29, 2020
- Article
How to Build a Digital Brand That Lasts
By: William Collis and David Collis
What makes a brand durable even as business models, technology and consumer behavior radically change? The key is that durable brands are adaptable brands—even legacy ones. To create durability, apply the MACE framework: 1) Mastery: Give your consumers...
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- September 2020
- Case
Algramo
By: Michael Chu, Monica Silva and Mariana Cal
Founded in 2013 by José Manuel Moller in Chile, Algramo first became known for addressing the “poverty tax” (the surcharge paid by lower income families for staples sold in smaller sizes) through specially-designed dispensers in low-income neighborhood grocery stores...
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Keywords:
Packaging-as-a-wallet;
Plastic Waste;
Business At The Base Of The Pyramid;
Reusable Packaging;
Alliances With Fmcgs To Meet Esg Goals;
Social Entrepreneurship;
Environmental Sustainability;
Strategy;
Value Creation;
Goals And Objectives;
Business model;
consumer Products Industry;
Latin America;
South America;
Chile
- September 2020
- Case
Disrupting Justice at RightNow: Persevere, Pivot or Perish
By: Shikhar Ghosh and Amir Reza Rezvani
The case examines the focus of an early stage company, and how an unexpected external incidence can threaten or void the business model. It encompasses issues such as defining and pivoting a business model, organizational requirements for a pivot, investor relations,...
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- September 2020
- Case
Drinkworks: Home Bar by Keurig
By: Sunil Gupta, Jonathan Levav and Julia Kelley
In the summer of 2018, Drinkworks CEO Nathaniel Davis needed to make a number of go-to-market decisions ahead of his company’s upcoming product launch. Formed through a joint venture between Keurig Dr. Pepper and Anheuser-Busch InBev, Drinkworks had developed an...
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Keywords:
Marketing;
Marketing Strategy;
Product Marketing;
Product Launch;
Product Positioning;
Markets;
Bids And Bidding;
Demand And consumers;
consumer Behavior;
Market Design;
Distribution;
Distribution Channels;
Product;
Product Design;
Product Development;
Business model;
Customers;
Customer Value And Value Chain;
Decision Making;
Decisions;
Goods And Commodities;
Innovation And Invention;
Technological Innovation;
Business Or Company Management;
Growth And Development Strategy;
Research;
Research And Development;
Strategy;
Adoption;
Competitive Advantage;
Segmentation;
Technology;
Hardware;
Value;
Value Creation;
Food And Beverage Industry;
consumer Products Industry;
North And Central America;
United States
- September 2020
- Teaching Note
Uber: Competing Globally
Teaching Note for HBS Case No. 720-404.
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Keywords:
Business Ventures;
Business Growth And Maturation;
Business model;
Geography;
Geographic Location;
Geographic Scope;
Global Strategy;
Globalization;
Multinational Firms And Management;
Globalized Markets And Industries;
Governance;
Governance Controls;
Governing Rules, Regulations, And Reforms;
Innovation And Invention;
Disruptive Innovation;
Innovation Strategy;
Law;
Management;
Growth And Development;
Growth Management;
Markets;
Demand And consumers;
consumer Behavior;
Network Effects;
Emerging Markets;
Market Design;
Market Entry And Exit;
Market Participation;
Supply And Industry;
Industry Structures;
Planning;
Strategic Planning;
Relationships;
Business And Community Relations;
Business And Government Relations;
Business And Stakeholder Relations;
Labor And Management Relations;
Networks;
Adaptation;
Strategy;
Business Strategy;
Competition;
Competitive Advantage;
Competitive Strategy;
Expansion;
Technology;
Mobile Technology;
Technology Platform;
Transportation Networks;
Transportation;
Transportation Industry;
Technology Industry;
Africa;
Ghana;
Asia;
China;
Shanghai;
Shanghai Shi;
India;
New Delhi;
Europe;
United Kingdom;
London;
England;
Latin America;
North And Central America;
United States;
New York (city, Ny);
New York (state, Us);
South America;
Colombia
- August 2020 (Revised March 2021)
- Case
Migros Turkey: Scaling Online Operations (A)
By: Antonio Moreno and Gamze Yucaoglu
The case opens in November 2019 as Ozgur Tort and Mustafa Bartin, CEO and chief large-format and online retail officer of Migros Ticaret A.S. (Migros), Turkey’s oldest and one of its largest supermarket chains, are contemplating what the best fulfillment format and...
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- Article
Matching in Networks with Bilateral Contracts: Corrigendum
By: John William Hatfield, Ravi Jagadeesan and Scott Duke Kominers
Hatfield and Kominers (2012) introduced a model of matching in networks with bilateral contracts and showed that stable outcomes exist in supply chains when firms' preferences over contracts are fully substitutable. Hatfield and Kominers (2012) also asserted that in...
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- 2020
- Working Paper
A Little Help from My Friends: How Receiving Assistance Affects Participation in Online Knowledge-Sharing Communities
By: Eunkwang Seo, Frank Nagle and Sonali K. Shah
Online knowledge-sharing communities are important arenas for the development and exchange of knowledge; both firm participation and sponsorship in communities are increasing, as is scholarly interest in understanding how interactions between members shape subsequent...
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- 2020
- Working Paper
Learning from Deregulation: The Asymmetric Impact of Lockdown and Reopening on Risky Behavior During COVID-19
By: Edward L. Glaeser, Ginger Zhe Jin, Michael Luca and Benjamin T. Leyden
During the COVID-19 pandemic, states issued and then rescinded stay-at-home orders that restricted mobility. We develop a model of learning by deregulation, which predicts that lifting stay-at-home orders can signal that going out has become safer. Using restaurant...
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