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- February 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 And Development Strategy;
Growth Strategy;
Platform;
Platforms;
Two Sided Markets;
Two-sided Market;
Two-sided Marketplace;
Two-sided Markets;
Two-sided Platforms;
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;
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
- Case
Andela: Africa's AWS for Talent
By: Caroline M. Elkins, Tarun Khanna and Joyce J. Kim
Five years after the company’s founding, Andela, a company that built and trained remote engineering teams, became arguably Africa’s greatest technology unicorn. By January 2019, Andela raised $100 million in Series D funding. As Andela looked to scale in an...
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- 2020
- Working Paper
The Value of Descriptive Analytics: Evidence from Online Retailers
By: Ron Berman and Ayelet Israeli
Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic control method to analyze the staggered adoption of a retail analytics dashboard by more than 1,000 e-commerce websites, and find an increase of 13–20%...
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- October 2020
- Article
IQ from IP: Simplifying Search in Portfolio Choice
By: Huaizhi Chen, Lauren Cohen, Umit Gurun, Dong Lou and Christopher J. Malloy
Using a novel database that tracks web traffic on the SEC’s EDGAR servers between 2004 and 2015, we show that mutual fund managers gather information on a very particular subset of firms and insiders, and their surveillance is very persistent over time. This tracking...
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- September 2020 (Revised October 2020)
- Case
Moderna (A)
By: Marco Iansiti, Karim R. Lakhani, Hannah Mayer and Kerry Herman
In summer 2020, Stephane Bancel, CEO of biotech firm Moderna, faces several challenges as his company races to develop a vaccine for COVID-19. The case explores how a company builds a digital organization, and leverages artificial intelligence and other digital...
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- 2021
- Working Paper
Digital Labor Market Inequality and the Decline of IT Exceptionalism
By: Ruiqing Cao and Shane Greenstein
Several decades of expansion in digital communications, web commerce, and online distribution have altered regional IT labor market returns in the United States. IT occupations experienced similar wage growth as STEM occupations involving IT-related work activities,...
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- June 2020
- Case
In-housing Digital Marketing at Sprint Corp.
By: David E. Bell, Rajiv Lal and Olivia Hull
In the fall of 2019, Sprint’s Chief Digital Officer Rob Roy reflected on the telecom’s efforts to improve the effectiveness of its digital marketing campaigns. Digital media buying had long been handled by an outside agency, but in 2017, Sprint brought those functions...
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- 2020
- Working Paper
Changing In-group Boundaries: The Role of New Immigrant Waves in the U.S.
By: Vasiliki Fouka, Shom Mazumder and Marco Tabellini
How do social group boundaries evolve? Does the appearance of a new out-group change the in-group’s perceptions of other out-groups? We introduce a conceptual framework of context-dependent categorization, in which exposure to one minority leads to recategorization of...
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Keywords:
In-group-out-group Relations;
Immigration;
Race;
Attitudes;
Boundaries;
Prejudice And Bias
- April 2020
- Case
Ment.io: Knowledge Analytics for Team Decision Making
By: Yael Grushka-Cockayne, Jeffrey T. Polzer, Susie L. Ma and Shlomi Pasternak
Ment.io was a software platform that used proprietary data analytics technology to help organizations make informed and transparent decisions based on team input. Ment was born out of founder Joab Rosenberg’s frustration that, while organizations collected ever...
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Keywords:
Decision Making;
Technology;
Knowledge;
Knowledge Acquisition;
Knowledge Management;
Operations;
Information Management;
Product;
Product Development;
Entrepreneurship;
Business Startups;
Communications Industry;
Information Industry;
Information Technology Industry;
web Services Industry;
Middle East;
Israel
- March 2020
- Case
Sizmek Chapter 11: Surviving Walled Gardens in Their Ad Tech Empire
By: Ayelet Israeli, Danilo Tauro and Sarah Gulick
This case provides a post-mortem of the advertising technology (adtech) company Sizmek. Sizmek grew via multiple acquisitions, with the vision of becoming an integrated adtech company that could leverage AI to buy digital media, while creating and serving display and...
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- March 2020 (Revised August 2020)
- Case
Culture at Google
By: Nien-hê Hsieh, Amy Klopfenstein and Sarah Mehta
Beginning in 2017, technology (tech) company Google faced a series of employee-relations issues that threatened its unique culture of innovation and open communication. Issues included protests surrounding Google’s contracts with the U.S. government, restrictions of...
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Keywords:
Human Resources;
Employee Relationship Management;
Recruitment;
Retention;
Resignation And Termination;
Labor;
Working Conditions;
Employment;
Labor Unions;
Wages;
Law;
Lawsuits And Litigation;
Rights;
Ethics;
Values And Beliefs;
Fairness;
Organizations;
Organizational Culture;
Mission And Purpose;
Social Psychology;
Attitudes;
Behavior;
Conflict Management;
Trust;
Motivation And Incentives;
Prejudice And Bias;
Power And Influence;
Technology;
Search Technology;
web;
Hardware;
Society;
Social Issues;
Culture;
Civil Society Or Community;
Demographics;
Diversity;
Ethnicity;
Gender;
Race;
Technology Industry;
North And Central America;
United States;
California
- December 2019
- Case
Walmart Ecommerce (A): Picking up the Pace
By: Ramon Casadesus-Masanell and Karen Elterman
This case is an abridged version (part 1 of 2) of "Walmart's Omnichannel Strategy: Revolution or Miscalculation?" HBS Case No. 720-370. The (A) case discusses Walmart's early forays into online retail, as well as improvements made under Doug McMillon beginning in 2014....
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- November 2019 (Revised May 2020)
- Case
Collibra
By: Lynda M. Applegate, Jeffrey F. Rayport and Julia Kelley
Founded in 2008 at Vrije Universiteit Brussels, Collibra was a data intelligence company that found product-market fit in the years after the global financial crisis when many companies were under pressure from consumers and governments to improve their data management...
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Keywords:
Entrepreneurship;
Governance;
Innovation And Invention;
Technological Innovation;
Markets;
Technology;
Information Technology;
Software;
Technology Adoption;
Technology Platform;
Semantic web;
Customer Focus And Relationships;
Customer Satisfaction;
Expansion;
Information Technology Industry;
Technology Industry;
Europe;
Belgium;
Brussels;
North And Central America;
United States;
New York (city, Ny);
New York (state, Us)
- October 14, 2019
- Article
Designing Better Online Review Systems
By: Geoff Donaker, Hyunjin Kim and Michael Luca
Online reviews are transforming the way consumers choose products and services of all sorts. We turn to TripAdvisor to plan a vacation, Zocdoc to find a doctor, and Yelp to choose a new restaurant. Reviews can create value for buyers and sellers alike, but only if they...
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- October 2019 (Revised January 2020)
- Case
Fixing Facebook: Fake News, Privacy, and Platform Governance
By: David Yoffie and Daniel Fisher
Mark Zuckerberg founded Facebook based on the idea that connecting people was a fundamentally good thing—and a way to turn a handsome profit. But from the beginning, Facebook received criticism both for how it handled user privacy and how it curated user-generated...
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- 2019
- Working Paper
Real Exchange Rate Behavior: New Evidence from Matched Retail Goods
By: Alberto Cavallo, Brent Neiman and Roberto Rigobon
We use a dataset containing daily prices for thousands of matched retail products in nine countries to study tradable-goods real exchange rates. Prices were collected from the web-sites of large multi-channel retailers and then carefully matched into narrowly-defined...
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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
- 2019
- Article
More Amazon Effects: Online Competition and Pricing Behaviors
By: Alberto Cavallo
I study how online competition, with its shrinking margins, algorithmic pricing technologies, and the transparency of the web, can change the pricing behavior of large retailers in the U.S. and affect aggregate inflation dynamics. In particular, I show that in the past...
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- July 2019 (Revised January 2021)
- Case
Acelerex
By: John R. Wells and Benjamin Weinstock
In early 2019, Randell Johnson, Founder and Chief Executive of Acelerex, was reflecting on the company’s first year of rapid growth and the challenges of scaling the business that lay ahead. Acelerex was riding the waves of change taking place in electrical power grids...
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