Publications

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2024
Working Paper

Webmunk: A New Tool for Studying Online Behavior and Digital Platforms

By: Chiara Farronato, Andrey Fradkin and Chris Karr

Understanding the behavior of users online is important for researchers, policymakers, and private companies alike. But observing online behavior and conducting experiments is difficult without direct access to the user base and software of technology companies. We... View Details

Keywords: Policy; Technology Adoption; Behavior; Research; Consumer Behavior; Internet and the Web

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May 2021 (Revised February 2024)
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... View Details

Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Predictive Analytics; App Development; ＂Marketing Analytics＂; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States

06 Jul 2016
News

The UX Secret That Will Ruin Apps For You

December 2023
Case

TikTok: The Algorithm Will See You Now

By: Shikhar Ghosh and Shweta Bagai

In a world where attention is a scarce commodity, this case explores the meteoric rise of TikTok—an app that transformed from a niche platform for teens into the most visited domain by 2021—surpassing even Google. Its algorithm was a sophisticated mechanism for... View Details

Keywords: Social Media; Applications and Software; Disruptive Innovation; Business and Government Relations; International Relations; Cybersecurity; Culture; Technology Industry; China; United States; India

February 2023
Case

Roblox: Virtual Commerce in the Metaverse

By: Ayelet Israeli and Nicole Tempest Keller

In 2022, Roblox had 58.8 million daily active users, including over half of all children and teens under the age of 16 in the United States. Roblox, a free-to-use “co-experience platform”, allowed users to come together in immersive 3D experiences to socialize, work,... View Details

18 Sep 2013
HBS Seminar

Steven Tadelis, University of California Berkeley Haas School of Business

21 Oct 2024
Research & Ideas

What Happens in Vegas Could Shape the Metaverse

a virtual world than a video game: Millions of users have gathered on the platform for online concerts headlined by Ariana Grande, Travis Scott, and other stars. Tim Sweeney, the CEO of Fortnite parent company Epic Games, has likened the... View Details

Keywords: by Scott Nover; Computer; Information Technology

December 2018 (Revised February 2020)
Case

Fishbowl: Scaling Up

By: Leslie K. John

Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and across industry. Unlike many other social media apps, on which users typically present idealized portraits of themselves, on Fishbowl,... View Details

November 2002
Case

Siemens ShareNet: Building a Knowledge Network

By: Alan D. MacCormack, Sven Volpel and Kerry Herman

Describes the development of ShareNet, an innovative knowledge management system used by a division of Siemens. ShareNet attempts to capture the knowledge and experience of Siemen's many dispersed sales and marketing units around the globe, making it available to all.... View Details

Keywords: Cost Management; Investment Return; Revenue; Knowledge Acquisition; Knowledge Management; Sales

June 2014 (Revised March 2016)
Case

Relating to Peapod

By: Susan Fournier and Jill Avery

Explores the relationships formed between consumers and the Peapod consumer-direct grocery delivery service, as revealed through an ethnographic study of Boston-area Peapod shoppers conducted between the Summer of 1997 and the Fall of 1999. Three representative case... View Details

Keywords: Brands and Branding; Customer Relationship Management; Marketing Strategy; Service Industry; Boston

September 2019 (Revised February 2020)
Teaching Note

Fishbowl: Scaling Up

By: Leslie K. John

Email mking@hbs.edu for a courtesy copy.

Teaching Note for HBS No. 919-013. Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and... View Details

February 2013
Case

YouTube Channels

By: Sunil Gupta and Dharmishta Rood

In December 2011 YouTube launched a website redesign that made Channels the central focus of the site. This redesign was the company's first foray into a strategy designed to foster long-form user engagement. YouTube invested $100 million in 100 Channels, often created... View Details

Keywords: Competition; Internet and the Web; Entertainment; Growth and Development Strategy; Entertainment and Recreation Industry; Media and Broadcasting Industry

February 2012 (Revised January 2013)
Case

The New York Times Paywall

By: Vineet Kumar, Bharat Anand, Sunil Gupta and Felix Oberholzer-Gee

On March 28, 2011, The New York Times website became a restricted site where most of the content was protected behind a "paywall." Users who exceeded the limit of 20 free articles per month were required to pay for either a digital or print subscription. The newspaper... View Details

Keywords: Newspapers; Strategy; Journalism and News Industry; Publishing Industry

January 2006 (Revised August 2006)
Case

Wikis at Dresdner Kleinwort Wasserstein: (A)

In October 2005, Myrto Lazopoulou, head of user centered design at the investment bank Dresdner Kleinwort Wasserstein (DrKW), contemplates how to spread the usage of wikis inside the company. As a "social software" like chats and blogs (both already in use at DrKW),... View Details

Keywords: Communication Technology; Information Technology; Performance Productivity; Investment Banking; Applications and Software; Social and Collaborative Networks; Cooperation; Banking Industry; Financial Services Industry

January 2023 (Revised June 2023)
Case

Replika: Embodying AI

By: Shikhar Ghosh, Shweta Bagai and Marilyn Morgan Westner

Replika was a virtual AI companion that provided a way for people to process their emotions, build connections in a safe environment, and get through periods of loneliness. The chatbot fulfilled a user's need for a friend, romantic partner, or purely an emotional... View Details

Keywords: AI; AI and Machine Learning; Applications and Software; Human Needs; California

Forthcoming
Article

Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation

By: Maya Balakrishnan, Kris Ferreira and Jordan Tong

Even if algorithms make better predictions than humans on average, humans may sometimes have private information which an algorithm does not have access to that can improve performance. How can we help humans effectively use and adjust recommendations made by... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Forecasting and Prediction; Digital Marketing