Publications

September 2012 (Revised December 2012)
Case

Kyruus: Big Data's Search for the Killer App

By: Robert F. Higgins, Penrose O'Donnell and Mehul Bhatt

Kyruus is used in a course at HBS on Entrepreneurship in Healthcare IT and Services (EHITS). It describes a young company that has built a very large database on physicians. The company has had some early successful pilots with prominent customers, but it is now faced... View Details

Keywords: Entrepreneurship; Information Technology; Business Startups; Boston

July 3, 2020
Article

Delivery Apps Need to Start Treating Suppliers As Partners

By: Scott Duke Kominers and Ian Macomber

Home delivery has shifted from a luxury service aimed at young urban professionals to a core part of many businesses, which is used by almost everyone. That upheaval has strained capacity of many delivery services and changed how they relate to the suppliers that they... View Details

Keywords: Service Delivery; Supply Chain; Performance Capacity; Performance Efficiency; Entrepreneurship

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July 2023
Teaching Note

Hello Heart: The Next Generation of Chronic Disease Management Apps

By: Ariel Dora Stern and Kumba Sennaar

Teaching Note for HBS Case No. 622-061. View Details

16 Feb 2024
Research & Ideas

As AI Upends Recruiting, Job Seekers Need a Waze App for Careers

becoming more important at all levels of the labor force as we move from a more mechanical engineering, manufacturing economy to a post-industrial society. Retaining and cultivating those skills as part of learning on the job is becoming more important than ever.” Waze... View Details

Keywords: by Rachel Layne; Information Technology; Technology

27 Mar 2019
Cold Call Podcast

Will Startup Fishbowl Become the Social Media App for Your Industry?

Keywords: Re: Leslie K. John; Consulting

Article

Assessing the Food and Drug Administration's Risk-Based Framework for Software Precertification with Top Health Apps in the United States: Quality Improvement Study

By: Noy Alon, Ariel Dora Stern and John Torous

BACKGROUND: As the development of mobile health apps continues to accelerate, the need to implement a framework that can standardize categorizing these apps to allow for efficient, yet robust regulation grows. However, regulators and researchers are faced with numerous... View Details

Keywords: Mobile Health; Smartphone; Food And Drug Administration; Risk-based Framework; Health Care and Treatment; Mobile and Wireless Technology; Applications and Software; Framework

2025
Working Paper

Lessons from an App Update at Replika AI: Identity Discontinuity in Human-AI Relationships

By: Julian De Freitas, Noah Castelo, Ahmet K. Uğuralp and Zeliha O. Uğuralp

As consumers increasingly interact with AI applications specialized for social relationships, what is the nature and depth of these relationships among actual users, and can company actions influence these dynamics? We find that active users of the US-based AI... View Details

Keywords: AI and Machine Learning; Welfare; Loss; Well-being; Identity; Perception; Relationships

SSRN

April 2019 (Revised June 2019)
Case

Voatz

By: Mitchell Weiss and Maddy Halyard

Nimit Sawhney scrolled through the tweet stream on his phone, unsure of what to make of it on August 6, 2018 or how to respond. Voatz, the Boston-based startup he co-founded and led, provided a mobile-voting platform. In March of 2018, had successfully piloted the new... View Details

Keywords: Mobile App; Business Startups; Voting; Mobile and Wireless Technology; Safety; Cybersecurity

January 2013 (Revised February 2013)
Case

EverTrue: Mobile Technology Development (A)

By: William R. Kerr and Alexis Brownell

Brent Grinna is evaluating different options for the technology development of his start-up's iPhone app, including hiring local programmers, finding a CTO, or outsourcing. He only has a little over two months before he presents his alumni networking app to Brown... View Details

Keywords: Start-up; Mobile App; oDesk; Outsourcing; CTO; Minimum Viable Product; App Development; Business Startups; Decisions; Entrepreneurship; Mobile and Wireless Technology; Intellectual Property; Product Development; Globalization; Technology Industry; Massachusetts; Boston; India

October 2020 (Revised August 2022)
Case

Epic Games: Nineteen Eighty-Fortnite

By: Andy Wu, Miaomiao Zhang and Christopher Zhang

In the midst of intensifying public and political attention towards the market power of big technology, Epic Games in 2020 challenged the status quo that has existed for years in the Apple iOS and Google Android mobile application marketplaces and payment systems.... View Details

Keywords: Mobile Platforms; Mobile App Industry; Mobile Payment Systems; Antitrust; Games, Gaming, and Gambling; Mobile and Wireless Technology; Lawsuits and Litigation; Entrepreneurship; Competitive Strategy; Digital Platforms; United States

January 2013
Supplement

EverTrue: Mobile Technology Development (B)

By: William R. Kerr and Alexis Brownell

Brent Grinna has one customer signed up for his alumni-networking mobile app, and is now trying to choose among three possibilities for a CTO. He decided to contract with a friend's company, Dashfire, to create a prototype of the app, and has signed up Brown University... View Details

Keywords: Start-up; Mobile App; CTO; Hiring; Scaling; Business Startups; Decisions; Entrepreneurship; Growth and Development; Mobile Technology; Technology Industry; Massachusetts; Boston

February 2017 (Revised April 2018)
Case

Shopkick: The Power of Shopper Data

By: John Deighton, Allison Ciechanover and Mike Horia Todorescu

Keywords: Big Data; Mobile App; Marketing; Mobile and Wireless Technology; Analytics and Data Science

May 2021 (Revised May 2022)
Case

Headspace vs. Calm: A Mindful Competition

By: Ayelet Israeli and Anne Wilson

By 2021, the mindfulness app wars reached their apex. Over 2,000 meditation apps were available to consumers, but two apps, Headspace and Calm, dominated the space, jointly holding about 70% of the total market. Headspace had established itself as the approachable... View Details

Keywords: Marketing Communication; Integrated Strategy; Brand; Brand ＆ Product Management; Brand Communication; Brand Differentiation; Brand Building; Brand Management; E-Commerce Strategy; Ecommerce; App; App Development; Applications; COVID; COVID-19; Pandemic; Pricing; Pricing Strategy; Subscription Model; Subscription; Partnerships; Strategic Partnerships; B2B Vs. B2C; B2B; Health ＆ Wellness; Wellbeing; Digitization; Commoditization; Mobile App; Mobile App Industry; Mobile Healthcare; Mobile Marketing; Digital Brand; Digital Health; Consumer Health; Apps; Online Business; Online Competition; Online Community; Online Entertainment; Entertainment And Leisure; Meditation; Marketing; Marketing Communications; Brands and Branding; Price; Strategy; Competition; Competitive Strategy; Competitive Advantage; Partners and Partnerships; Health; Well-being; Mobile and Wireless Technology; Communication; Communication Strategy; Disruption; Consumer Behavior; Digital Marketing; E-commerce; Applications and Software; Health Industry; Technology Industry; Communications Industry; United States; North America; United Kingdom

2013
Case

Advanced Leadership Pathways: Laurent Adamowicz and Bon'App

By: Rosabeth M. Kanter, Juliane Calingo Schwetz and Patricia Bissett Higgins

After a successful career as Chairman and CEO of Paris-based luxury food company, Fauchon, Laurent Adamowicz, sought to reduce obesity and improve health outcomes. Adamowicz created a mobile application to provide consumers with more accessible and interpretable... View Details

Keywords: Nutritional Information; Obesity; Weight Loss; App Development; Business Startups; Nutrition; Health; Information; Mobile and Wireless Technology; Entrepreneurship; Social Enterprise; Information Technology Industry; Health Industry

January 2017 (Revised May 2019)
Case

Paytm: Building a Payments Network

By: Sunil Gupta, Das Narayandas and Rachna Tahilyani

By January 2017, Paytm, a mobile payments company that started in 2010, became India’s largest mobile payments platform with over 142 million users and $5 billion valuation. Could Paytm become a $100 billion company its founder Vijay Shekhar Sharma envisioned it be? View Details

Keywords: Mobile Payments; Ecommerce; Mobile App; India; Entrepreneurship; Expansion; Service Operations; Mobile and Wireless Technology; E-commerce; Service Industry; India

September 2017 (Revised January 2025)
Case

Dinesh Moorjani and Hatch Labs

By: Christopher Stanton, Shikhar Ghosh, Allison Ciechanover and Jeff Huizinga

This case is about Tinder. It discusses different business models and ways of structuring the initial team. With a $6 million investment from IAC/Interactive in 2010, Dinesh Moorjani founded Hatch Labs to build mobile apps. His mission was to attract entrepreneurial... View Details

Keywords: Returns; Incubator; Mobile App; Venture Capital; Entrepreneurship; Decision Choices and Conditions; Business Model; Mobile and Wireless Technology; Talent and Talent Management; Valuation; Equity; Finance; United States; North America

April 2016 (Revised November 2017)
Case

InMobi: Reimagining Mobile Advertising

By: Sunil Gupta and Saloni Chaturvedi

InMobi, a mobile advertising company, considered one of India's first unicorns, has launched a new product called Miip. InMobi hopes that the product will grow its revenue eight times by 2018. Visually identified by a mascot, Miip seeks to reimagine adverting by... View Details

Keywords: Mobile App; Advertising; India; Applications and Software; Globalization; Digital Marketing; Mobile and Wireless Technology; Advertising Industry; China; India

2023
Article

Building the Business Case for an Inclusive Approach to Digital Health Measurement with a Web App (Market Opportunity Calculator): Instrument Development Study

By: Mitchell Tang, Yashoda Sharma, Jennifer C. Goldsack and Ariel Dora Stern

Background: The use of digital health measurement tools has grown substantially in recent years. However, there are concerns that the promised benefits from these products will not be shared equitably. Underserved populations, such as those with lower education and... View Details

Keywords: Demographics; Product Development; Health Care and Treatment; Medical Devices and Supplies Industry

2023
Working Paper

Personalized Game Design for Improved User Retention and Monetization in Freemium Games

By: Eva Ascarza, Oded Netzer and Julian Runge

One of the most crucial aspects and significant levers that gaming companies possess in designing digital games is setting the level of difficulty, which essentially regulates the user’s ability to progress within the game. This aspect is particularly significant in... View Details

Keywords: Freemium; Retention/churn; Field Experiment; Field Experiments; Gaming; Gaming Industry; Mobile App; Mobile App Industry; Monetization; Monetization Strategy; Games, Gaming, and Gambling; Mobile and Wireless Technology; Customers; Retention; Product Design; Strategy