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- March 2024
- Article
Differences in Care Team Response to Patient Portal Messages by Patient Race and Ethnicity
By: Mitchell Tang, Rebecca Mishuris, Lily Payvandi and Ariel Dora Stern
Importance: The COVID-19 pandemic was associated with substantial growth in patient portal messaging. Higher message volumes have largely persisted, reflecting a new normal. Prior work has documented lower message use by patients who belong to minoritized racial...
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Keywords:
Health Pandemics;
Technology Adoption;
Prejudice and Bias;
Equality and Inequality;
Communication Technology;
Race;
Ethnicity;
Health Industry
Tang, Mitchell, Rebecca Mishuris, Lily Payvandi, and Ariel Dora Stern. "Differences in Care Team Response to Patient Portal Messages by Patient Race and Ethnicity." JAMA Network Open 7, no. 3 (March 2024).
- 2024
- Chapter
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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Stern, Ariel Dora. "The Regulation of Medical AI: Policy Approaches, Data, and Innovation Incentives." Chap. 4 in The Economics of Artificial Intelligence: Health Care Challenges, edited by Ajay Agrawal, Joshua Gans, Avi Goldfarb, and Catherine E. Tucker, 107–138. Chicago and London: University of Chicago Press, 2024.
- 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...
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Keywords:
Demographics;
Product Development;
Health Care and Treatment;
Medical Devices and Supplies Industry
Tang, Mitchell, Yashoda Sharma, Jennifer C. Goldsack, and Ariel Dora Stern. "Building the Business Case for an Inclusive Approach to Digital Health Measurement with a Web App (Market Opportunity Calculator): Instrument Development Study." JMIR Formative Research 7 (2023).
- 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.
- 2022
- Article
Rapid Growth of Remote Patient Monitoring Is Driven by a Small Number of Primary Care Providers
By: Mitchell Tang, Ateev Mehrotra and Ariel Dora Stern
Growing enthusiasm for remote patient monitoring has been motivated by the hope that it can improve care for patients with poorly controlled chronic illness. In a national commercially insured population in the U.S., we found that billing for remote patient monitoring...
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Keywords:
Remote Monitoring;
Medical Billing;
Health Care Costs;
Telehealth;
Diabetes;
Chronic Disease;
Insurance Claims;
Diseases;
Primary Care Providers;
COVID-19 Pandemic;
Health Care and Treatment;
Insurance;
Cost;
Health Industry;
United States
Tang, Mitchell, Ateev Mehrotra, and Ariel Dora Stern. "Rapid Growth of Remote Patient Monitoring Is Driven by a Small Number of Primary Care Providers." Health Affairs 41, no. 9 (2022): 1248–1254.
- 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.
- Article
Regulatory, Legal, and Market Aspects of Smart Wearables for Cardiac Monitoring
By: Jan Benedikt Brönneke, Jennifer Müller, Konstantinos Mouratis, Julia Hagen and Ariel Dora Stern
In the area of cardiac monitoring, the use of digitally driven technologies is on the rise. While the development of medical products is advancing rapidly, allowing for new use-cases in cardiac monitoring and other areas, regulatory and legal requirements that govern...
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Keywords:
Wearables;
Regulatory Changes;
Medical Technology;
Medical Devices;
Market Access;
Market Entry and Exit;
Information Technology;
Health Care and Treatment;
Governing Rules, Regulations, and Reforms;
United States;
Germany;
Belgium
Brönneke, Jan Benedikt, Jennifer Müller, Konstantinos Mouratis, Julia Hagen, and Ariel Dora Stern. "Regulatory, Legal, and Market Aspects of Smart Wearables for Cardiac Monitoring." Art. 4937. Sensors 21, no. 14 (July 2021).
- Article
Use of Connected Digital Products in Clinical Research Following the COVID-19 Pandemic: A Comprehensive Analysis of Clinical Trials
By: Caroline Marra, William J. Gordon and Ariel Dora Stern
Objectives: In an effort to mitigate COVID-19 related challenges for clinical research, the U.S. Food and Drug Administration (FDA) issued new guidance for the conduct of ‘virtual’ clinical trials in late March 2020. This study documents trends in the use of...
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Keywords:
Connected Digital Products;
Telehealth;
Remote Monitoring;
Health Testing and Trials;
Research;
Governing Rules, Regulations, and Reforms;
Information Technology
Marra, Caroline, William J. Gordon, and Ariel Dora Stern. "Use of Connected Digital Products in Clinical Research Following the COVID-19 Pandemic: A Comprehensive Analysis of Clinical Trials." BMJ Open 11, no. 6 (2021).
- April 15, 2021
- Article
Remote Patient Monitoring—Overdue or Overused?
By: Keizra Mecklai, Nicholas Smith, Ariel Dora Stern and Daniel B. Kramer
As the use of remote patient monitoring services grows—driven by health care limitations imposed by the COVID-19 pandemic—clinicians, payers, and patients face important questions regarding the volume, value, and appropriate use of this care model.
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Mecklai, Keizra, Nicholas Smith, Ariel Dora Stern, and Daniel B. Kramer. "Remote Patient Monitoring—Overdue or Overused?" New England Journal of Medicine 384, no. 15 (April 15, 2021): 1384–1386.
- Article
Ushering in Safe, Effective, Secure, and Ethical Medicine in the Digital Era
By: William J. Gordon, Andrea Coravos and Ariel Dora Stern
From clinical trials to care delivery, advanced, digitally enabled technologies and analytics offer new approaches to how we think about medicine, health, and biology. The COVID-19 pandemic has accelerated this conversation, and forced a roadmap, once measured in years...
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Gordon, William J., Andrea Coravos, and Ariel Dora Stern. "Ushering in Safe, Effective, Secure, and Ethical Medicine in the Digital Era." npj Digital Medicine 4, no. 56 (2021).
- 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...
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Keywords:
Mobile Health;
Smartphone;
Food And Drug Administration;
Risk-based Framework;
Health Care and Treatment;
Mobile and Wireless Technology;
Applications and Software;
Framework
Alon, Noy, Ariel Dora Stern, and John Torous. "Assessing the Food and Drug Administration's Risk-Based Framework for Software Precertification with Top Health Apps in the United States: Quality Improvement Study." JMIR mHealth and uHealth 8, no. 10 (October 2020).
- Other Article
How to Make Remote Monitoring Tech Part of Everyday Health Care
By: Samantha F. Sanders, Ariel Dora Stern and William J. Gordon
Remote patient monitoring is a subset of telehealth that involves the collection, transmission, evaluation, and communication of patient health data from electronic devices. These devices include wearable sensors, implanted equipment, and handheld instruments. During...
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Keywords:
Health Care and Treatment;
Information Technology;
Analytics and Data Science;
Technology Adoption
Sanders, Samantha F., Ariel Dora Stern, and William J. Gordon. "How to Make Remote Monitoring Tech Part of Everyday Health Care." Harvard Business Review (website) (July 2, 2020).
- July 2020
- Article
Lessons from the Impact of Price Regulation on the Pricing of Anticancer Drugs in Germany
By: Victoria D. Lauenroth, Aaron S. Kesselheim, Ameet Sarpatwari and Ariel Dora Stern
Worldwide spending on prescription drugs has increased dramatically in recent years. Although this increase has been particularly pronounced in the U.S., it remains largely unaddressed there. In Europe, however, different approaches to regulating drug prices have been...
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Keywords:
Pharmaceuticals;
Prescription Drug Costs;
Drug Pricing;
Access To Care;
Cost Reduction;
Health Care and Treatment;
Price;
Governing Rules, Regulations, and Reforms;
Cost Management;
Germany
Lauenroth, Victoria D., Aaron S. Kesselheim, Ameet Sarpatwari, and Ariel Dora Stern. "Lessons from the Impact of Price Regulation on the Pricing of Anticancer Drugs in Germany." Health Affairs 39, no. 7 (July 2020): 1185–1193.
- Article
Association of the Meaningful Use Electronic Health Record Incentive Program with Health Information Technology Venture Capital Funding
By: Samuel Lite, William J. Gordon and Ariel Dora Stern
IMPORTANCE
Although the Health Information Technology for Economic and Clinical Health (HITECH) Act has accelerated electronic health record (EHR) adoption since its passage, clinician satisfaction with EHRs remains low, and the association of HITECH with... View Details
Although the Health Information Technology for Economic and Clinical Health (HITECH) Act has accelerated electronic health record (EHR) adoption since its passage, clinician satisfaction with EHRs remains low, and the association of HITECH with... View Details
Keywords:
Health Care and Treatment;
Information Technology;
Laws and Statutes;
Innovation and Invention;
Entrepreneurship;
Venture Capital
Lite, Samuel, William J. Gordon, and Ariel Dora Stern. "Association of the Meaningful Use Electronic Health Record Incentive Program with Health Information Technology Venture Capital Funding." JAMA Network Open 3, no. 3 (March 2020).
- Article
Managing the Use and Dissemination of Information about Biomarkers: The Importance of Incentive Structures.
By: Ariel Dora Stern
The use of biomarkers holds great promise for the development of new therapeutics and the acceleration of clinical research. However, biomarkers must be validated—a complex and costly endeavor. Importantly, biomarker validation is meaningfully shaped by economic and...
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Stern, Ariel Dora. "Managing the Use and Dissemination of Information about Biomarkers: The Importance of Incentive Structures." Journal of Law, Medicine & Ethics 47, no. 3 (September 2019): 396–397.
- July 2019
- Article
Challenges and Opportunities in Software-Driven Medical Devices
By: William J. Gordon and Ariel Dora Stern
The safety and security of medical devices driven by software, the software-development processes, and the need for data collection and privacy, all offer challenges and opportunities for device regulation and clinical care.
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Keywords:
Medical Devices;
Healthcare;
Health Care;
Health Care and Treatment;
Applications and Software;
Governing Rules, Regulations, and Reforms;
Medical Devices and Supplies Industry
Gordon, William J., and Ariel Dora Stern. "Challenges and Opportunities in Software-Driven Medical Devices." Nature Biomedical Engineering 3, no. 7 (July 2019): 493–497.
- 2019
- Working Paper
Who Drives Digital Innovation? Evidence from the U.S. Medical Device Industry
By: Cirrus Foroughi and Ariel Dora Stern
Does the large-scale technological change that is characteristic of an industry-wide digital transformation entrench industry leaders or enable the rise of new entrants? We offer a novel approach to this question by studying the medical device industry, a unique...
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Keywords:
Innovation;
Medical Devices;
Digitization;
Medical Technology;
Technological Innovation;
Applications and Software;
Market Entry and Exit;
Industry Growth;
Medical Devices and Supplies Industry;
United States
Foroughi, Cirrus, and Ariel Dora Stern. "Who Drives Digital Innovation? Evidence from the U.S. Medical Device Industry." Harvard Business School Working Paper, No. 19-120, June 2019.
- February 2019
- Article
Physician Beliefs and Patient Preferences: A New Look at Regional Variation in Health Care Spending
By: David Cutler, Jonathan Skinner, Ariel Dora Stern and David Wennberg
There is considerable controversy about the causes of regional variations in health care expenditures. Using vignettes from patient and physician surveys linked to fee-for-service Medicare expenditures, this study asks whether patient demand-side factors or physician...
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Cutler, David, Jonathan Skinner, Ariel Dora Stern, and David Wennberg. "Physician Beliefs and Patient Preferences: A New Look at Regional Variation in Health Care Spending." American Economic Journal: Economic Policy 11, no. 1 (February 2019): 192–221.
- January 2017
- Article
Innovation Under Regulatory Uncertainty: Evidence from Medical Technology
By: Ariel Dora Stern
This paper explores how the regulatory approval process affects innovation incentives in medical technologies. Prior studies have found early mover regulatory advantages for drugs. I find the opposite for medical devices, where pioneer entrants spend 34% (7.2 months)...
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Stern, Ariel Dora. "Innovation Under Regulatory Uncertainty: Evidence from Medical Technology." Journal of Public Economics 145 (January 2017): 181–200.
- July 2016
- Article
Economic Implications of the Society for Assisted Reproductive Technology Embryo Transfer Guidelines: Healthcare Dollars Saved by Reducing Iatrogenic Triplets
By: Malinda S. Lee, Brady T. Evans, Ariel Dora Stern and Mark D. Hornstein
Objective: To estimate the national cost savings resulting from reductions in higher-order multiple (HOM) live births (defined as three or more fetuses), following the initial publication of the Society for Assisted Reproductive Technology (SART) guidelines on ET in...
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Lee, Malinda S., Brady T. Evans, Ariel Dora Stern, and Mark D. Hornstein. "Economic Implications of the Society for Assisted Reproductive Technology Embryo Transfer Guidelines: Healthcare Dollars Saved by Reducing Iatrogenic Triplets." Fertility and Sterility 106, no. 1 (July 2016): 189–195.e3.