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All HBS Web
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- Faculty Publications (387)
- 2022
- Working Paper
The Regulation of Medical AI: Policy Approaches, Data, and Innovation Incentives
By: Ariel Dora Stern
For those who follow health and technology news, it is difficult to go more than a few days without reading about a compelling new application of Artificial Intelligence (AI) to health care. AI has myriad applications in medicine and its adjacent industries, with...
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Keywords:
AI and Machine Learning;
Health Care and Treatment;
Governing Rules, Regulations, and Reforms;
Technological Innovation;
Medical Devices and Supplies Industry
Stern, Ariel Dora. "The Regulation of Medical AI: Policy Approaches, Data, and Innovation Incentives." NBER Working Paper Series, No. 30639, December 2022.
- November 2022 (Revised March 2024)
- Case
Replika AI: Monetizing a Chatbot
By: Julian De Freitas and Nicole Tempest Keller
In early 2018, Eugenia Kuyda, co-founder and CEO of San Francisco-based chatbot Replika AI, was deciding how to monetize the app she had built. Launched in 2017, Replika was a consumer AI “companion app” developed by a team of AI software engineers originally based in...
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Keywords:
Mental Health;
Subscriber Models;
TAM;
Monetization Strategy;
Marketing Strategy;
Product Marketing;
AI and Machine Learning;
Applications and Software;
Product Positioning;
Health Disorders;
Technology Industry
De Freitas, Julian, and Nicole Tempest Keller. "Replika AI: Monetizing a Chatbot." Harvard Business School Case 523-016, November 2022. (Revised March 2024.)
- November 2022
- Case
Ajax Health: A New Model for Medical Technology Innovation
By: Regina E. Herzlinger and Ben Creo
This case teaches key success factors for both startup and established MedTech firms. It examines how to structure a firm to maximize innovation and financial returns with organizational structures that better align the incentives for the different skill sets...
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Keywords:
Business Startups;
Success;
Innovation Strategy;
Mergers and Acquisitions;
Market Entry and Exit;
Financial Strategy;
Business Model;
Partners and Partnerships;
Entrepreneurship;
Private Equity;
Technology Industry;
Technology Industry
Herzlinger, Regina E., and Ben Creo. "Ajax Health: A New Model for Medical Technology Innovation." Harvard Business School Case 323-043, November 2022.
- November 2022
- Teaching Note
Proximie: Using XR Technology to Create Borderless Operating Rooms
By: Ariel D. Stern, Alpana Thapar and Menna Hassan
Founded by Nadine Hachach-Haram in 2016, Proximie was a digital medicine platform that used mixed reality and a host of digital audio and visual tools to enable clinicians, proctors, and medical device company personnel to be virtually present in operating rooms (ORs),...
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- November 2022
- Case
The Battle Among Channels for Marketing Pharmaceuticals: UpScript, Pharmacy Benefit Managers, and Direct-to-Consumer Sales
By: Regina E. Herzlinger and Tiffany Farrell
Can an online, direct-to-consumer pharmacy both improve the quality and speed of care for patients who need branded drugs and stabilize profits for pharmaceutical manufacturers? UpScript, after years spent achieving legal and regulatory compliance and simultaneous...
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Keywords:
DTC;
Internet and the Web;
Marketing Channels;
Customer Value and Value Chain;
Governing Rules, Regulations, and Reforms;
Competitive Strategy;
Service Delivery;
Growth and Development Strategy;
Health Industry;
Health Industry;
Health Industry
Herzlinger, Regina E., and Tiffany Farrell. "The Battle Among Channels for Marketing Pharmaceuticals: UpScript, Pharmacy Benefit Managers, and Direct-to-Consumer Sales." Harvard Business School Case 323-031, November 2022.
- November 2022 (Revised February 2023)
- Case
Martine Rothblatt and United Therapeutics: A Series of Implausible Dreams
By: Debora L. Spar and Julia M. Comeau
In 1990, satellite expert and Sirius XM founder Martine Rothblatt was determined to save the life of her seven-year-old daughter, Jenesis, who was diagnosed with a terminal illness called Pulmonary Arterial Hypertension (PAH). At the time, there was little medication...
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Keywords:
Pharmaceutical Companies;
Technological And Scientific Innovation;
Organ Donation;
Health Care and Treatment;
Health Disorders;
Innovation and Invention;
Pharmaceutical Industry;
Medical Devices and Supplies Industry;
United States;
District of Columbia
Spar, Debora L., and Julia M. Comeau. "Martine Rothblatt and United Therapeutics: A Series of Implausible Dreams." Harvard Business School Case 323-039, November 2022. (Revised February 2023.)
- October 2022
- Case
Lyra Health: Transforming Mental Health
By: Rembrand Koning and Nicole Keller
In January 2022, Lyra Health was deciding between several different alternatives to grow the business. Founded in 2015, Lyra Health, was a digital mental health platform that combined technology with human therapists and coaches to deliver high quality mental health...
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- October 2022
- Background Note
Note on Cyberattacks and Regulatory Regimes
Describes common types of cyberattacks on enterprises and their costs, as well as the fragmentary regulatory regimes through which U.S. states and regulatory agencies at the start of 2021 attempted to encourage disclosure of cyberattacks and to pursue enforcement...
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Keywords:
Regulations;
Regulatory Agencies;
Cyberattacks;
Governance;
Corporate Disclosure;
Cybersecurity;
Information Technology Industry;
Information Technology Industry;
Information Technology Industry;
Information Technology Industry;
United States
Nagle, Frank, George A. Riedel, William R. Kerr, and David Lane. "Note on Cyberattacks and Regulatory Regimes." Harvard Business School Background Note 723-392, October 2022.
- October 2022 (Revised May 2023)
- Case
Podimetrics: Next Steps for Diabetes Cases
By: Regina E. Herzlinger and Ben Creo
Podimetrics, a virtual care management company treating adults with acute diabetes, sat at the intersection of medical device technology, digital health, and health services. Its SmartMat had demonstrated that it could help prevent amputations and that people with...
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Keywords:
Health Care;
Health Care Delivery;
Health Care Entrepreneurship;
Health Care Outcomes;
Diabetes;
Chronic Disease;
Chronic Illness;
Health Care and Treatment;
Health Disorders;
Medical Specialties;
Technological Innovation;
Innovation Strategy;
Product Development;
Business Model;
Customer Focus and Relationships;
Health Industry;
Health Industry
- 2022
- Book
Healthy Buildings: How Indoor Spaces Can Make You Sick—or Keep You Well
By: Joseph G. Allen and John D. Macomber
For too long we’ve designed buildings that haven’t focused on the people inside—their health, their ability to work effectively, and what that means for the bottom line. An authoritative introduction to a movement whose vital importance is now all too clear, Healthy...
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Allen, Joseph G., and John D. Macomber. Healthy Buildings: How Indoor Spaces Can Make You Sick—or Keep You Well. Revised and updated edition, Cambridge, MA: Harvard University Press, 2022.
- September 2022
- Case
Proactive for Her
By: Rembrand Koning and Kairavi Dey
Proactive for Her began amid the COVID-19 pandemic, in August 2020 as a digital platform to provide accessible, evidence-based, primary, preventive non-judgmental healthcare services for Indian women, who were often dissuaded from seeking help as premarital sex and...
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Keywords:
Women's Health;
Healthcare;
India;
Start-up;
Telehealth;
Digital Platforms;
Health Care and Treatment;
Customer Focus and Relationships;
Business Startups;
Health Industry;
Asia;
South Asia;
India
Koning, Rembrand, and Kairavi Dey. "Proactive for Her." Harvard Business School Case 723-351, September 2022.
- September 2022
- Teaching Note
Yummy: Delivering Value to Venezuela
By: Ayelet Israeli, Jenyfeer Martinez Buitrago and Carla Larangeira
Teaching Note for HBS Case No. 522-034.
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- August 2022 (Revised January 2023)
- Case
Icario Health: AI to Drive Health Engagement
By: David C. Edelman
Icario Health has built a market-leading artificial intelligence (AI) engine to help health insurers drive better health behaviors for their members, enabling the insurers to improve their Medicare performance.
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Keywords:
Marketing;
Health Care and Treatment;
AI and Machine Learning;
Health Industry;
United States
Edelman, David C. "Icario Health: AI to Drive Health Engagement." Harvard Business School Case 523-025, August 2022. (Revised January 2023.)
- August 3, 2022
- Article
How Will Amazon Approach U.S. Primary Care?
By: Robert S. Huckman and Bradley Staats
Amazon has a playbook for reinventing businesses that it enters. It includes simplifying processes, experimenting to determine which new approaches work best, and continuously recombining its existing assets to come up with a better way to do things. It is likely to...
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Keywords:
Amazon;
Health Care;
Technology;
Primary Care;
Health Care and Treatment;
Information Infrastructure;
Health Industry;
Health Industry;
United States
Huckman, Robert S., and Bradley Staats. "How Will Amazon Approach U.S. Primary Care?" Harvard Business Review (website) (August 3, 2022).
- 2023
- Working Paper
Scapegoating and Discrimination in Times of Crisis: Evidence from Airbnb
By: Michael Luca, Elizaveta Pronkina and Michelangelo Rossi
We present evidence that discrimination against Asian-American Airbnb users sharply increased at the
start of the COVID-19 pandemic. Using a DiD approach, we find that hosts with distinctively Asian
names experienced a 20 percent decline in guests relative to hosts...
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Keywords:
Discrimination;
Behavioral Economics;
Market Design;
Health Pandemics;
Prejudice and Bias;
Digital Platforms;
Design
Luca, Michael, Elizaveta Pronkina, and Michelangelo Rossi. "Scapegoating and Discrimination in Times of Crisis: Evidence from Airbnb." Harvard Business School Working Paper, No. 23-012, August 2022. (Revised March 2023.)
- August 2022
- Article
Regulatory Considerations to Keep Pace with Innovation in Digital Health Products
By: John Torous, Ariel Dora Stern and Florence T. Bourgeois
Rapid innovation and proliferation of software as a medical device have accelerated the clinical use of digital technologies across a wide array of medical conditions. Current regulatory pathways were developed for traditional (hardware) medical devices and offer a...
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Keywords:
Emerging Technologies;
Governing Rules, Regulations, and Reforms;
Innovation and Invention;
Medical Devices and Supplies Industry
Torous, John, Ariel Dora Stern, and Florence T. Bourgeois. "Regulatory Considerations to Keep Pace with Innovation in Digital Health Products." npj Digital Medicine 5, no. 121 (August 2022).
- September 2022
- Article
Trends in Remote Patient Monitoring Use in Traditional Medicare
By: Mitchell Tang, Carter Nakamoto, Ariel Dora Stern and Ateev Mehrotra
Remote patient monitoring (RPM), the collection by patients of physiological measurements that are automatically sent to their health care practitioners, has been touted as a promising tool for improving chronic disease management. Interest in RPM has grown because of...
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Tang, Mitchell, Carter Nakamoto, Ariel Dora Stern, and Ateev Mehrotra. "Trends in Remote Patient Monitoring Use in Traditional Medicare." JAMA Internal Medicine 182, no. 9 (September 2022): 1005–1006.
- July 2022
- Teaching Note
TraceTogether
By: Mitchell Weiss and Sarah Mehta
This Note provides guidance for teaching "TraceTogether," HBS Case No. 820-111.
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- July 2022 (Revised February 2024)
- Teaching Note
The DivaCup: Navigating Distribution and Growth
By: Ayelet Israeli
Teaching Note for HBS Case No. 519-055. When the mother-daughter founders of DivaCup set out with a mission to disrupt the menstrual care industry with an innovative product form, they initially struggled to gain legitimacy and convince retailers to carry their unique...
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Keywords:
Female;
Female Ceo;
Female Entrepreneur;
Female Protagonist;
Health & Wellness;
Healthcare;
Price Policies;
Minimum Advertised Price;
Differentiation;
Positioning;
Growth;
Health;
Health Care and Treatment;
Price;
Disruption;
Distribution;
Distribution Channels;
Competitive Strategy;
Competition;
Growth Management;
Mission and Purpose;
Product Development;
Product Marketing;
Product Launch;
Product Positioning;
Advertising;
Business Startups;
Internet and the Web;
Entrepreneurship;
Social Entrepreneurship;
Social Issues;
Social Enterprise;
Health Industry;
Health Industry;
Health Industry;
Health Industry;
Health Industry;
Health Industry;
Health Industry;
Health Industry;
Canada;
United States;
United Kingdom
- July 2022
- Teaching Plan
Wellthy: The Economics of Caring
By: Brian Trelstad
Teaching Plan for HBS Case No. 320-028. In 2014, Lindsay Jurist-Rosner (MBA ’09) founded Wellthy, a B2C business that coordinates care for working professionals seeking help to support loved ones with chronic diseases or aging parents. With personal experience as a...
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