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Approach to the Postmarket Evaluation of Consumer Wearable Technologies.

Publication ,  Journal Article
Pundi, K; Bhavnani, S; Seninger, C; Zuckerman, B; Paulsen, J; Aguel, F; Din, N; Viggiano, B; Yoo, RM; Dalal, N; Go, AS; Granger, C; Lacar, K ...
Published in: JAMA Cardiol
October 1, 2025

IMPORTANCE: Consumer wearable technologies have wide applications, including some that have US Food and Drug Administration clearance for health-related notifications. While wearable technologies may have premarket testing, validation, and safety evaluation as part of a regulatory authorization process, information on their postmarket use remains limited. The Stanford Center for Digital Health organized 2 pan-stakeholder think tank meetings to develop an organizing concept for empirical research on the postmarket evaluation of consumer-facing wearables. OBSERVATIONS: The postmarket evaluation of consumer wearables involves broad consideration of an individual consumer's journey from acquisition, intended and unintended use of the wearable, and access to health care resources on receipt of a notification. For individuals who do access the health care system, a wearable's downstream effects can be studied through appropriate clinical evaluation, delivery of guideline-directed treatments, shared decision-making in areas of clinical equipoise, and analysis of clinical end points and patient harms. Effective postmarket research draws from denominators appropriate to the clinical question, with clearly defined parameters for success and failure. Generalizability related to data completeness and reliability should also be considered. As patients increasingly integrate wearables into their health monitoring, cross-platform data sharing with a focus on privacy and data quality can drive patient-centered innovation and identify opportunities to bridge gaps in medical care. RELEVANCE: The think tank identified priorities in postmarket research, comprising the journey from consumer to patient and accounting for patient, clinician, health care delivery system, and societal impacts of consumer wearables. Overall, this approach serves not only to organize the study of consumer wearables but also to act as a guidepost for using real-world data in postmarket research.

Duke Scholars

Published In

JAMA Cardiol

DOI

EISSN

2380-6591

Publication Date

October 1, 2025

Volume

10

Issue

10

Start / End Page

1061 / 1068

Location

United States

Related Subject Headings

  • Wearable Electronic Devices
  • United States Food and Drug Administration
  • United States
  • Product Surveillance, Postmarketing
  • Humans
  • 3201 Cardiovascular medicine and haematology
 

Citation

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Chicago
ICMJE
MLA
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Pundi, K., Bhavnani, S., Seninger, C., Zuckerman, B., Paulsen, J., Aguel, F., … Turakhia, M. P. (2025). Approach to the Postmarket Evaluation of Consumer Wearable Technologies. JAMA Cardiol, 10(10), 1061–1068. https://doi.org/10.1001/jamacardio.2025.3006
Pundi, Krishna, Sanjeev Bhavnani, Clark Seninger, Bram Zuckerman, Jessica Paulsen, Felipe Aguel, Natasha Din, et al. “Approach to the Postmarket Evaluation of Consumer Wearable Technologies.JAMA Cardiol 10, no. 10 (October 1, 2025): 1061–68. https://doi.org/10.1001/jamacardio.2025.3006.
Pundi K, Bhavnani S, Seninger C, Zuckerman B, Paulsen J, Aguel F, et al. Approach to the Postmarket Evaluation of Consumer Wearable Technologies. JAMA Cardiol. 2025 Oct 1;10(10):1061–8.
Pundi, Krishna, et al. “Approach to the Postmarket Evaluation of Consumer Wearable Technologies.JAMA Cardiol, vol. 10, no. 10, Oct. 2025, pp. 1061–68. Pubmed, doi:10.1001/jamacardio.2025.3006.
Pundi K, Bhavnani S, Seninger C, Zuckerman B, Paulsen J, Aguel F, Din N, Viggiano B, Yoo RM, Dalal N, Go AS, Granger C, Krumholz H, Lacar K, Li R, Lin S, Mahaffey KW, Mahoney M, McCall D, Hills MT, Harrington RA, Hernandez-Boussard T, Saha A, Shah N, Turakhia MP. Approach to the Postmarket Evaluation of Consumer Wearable Technologies. JAMA Cardiol. 2025 Oct 1;10(10):1061–1068.

Published In

JAMA Cardiol

DOI

EISSN

2380-6591

Publication Date

October 1, 2025

Volume

10

Issue

10

Start / End Page

1061 / 1068

Location

United States

Related Subject Headings

  • Wearable Electronic Devices
  • United States Food and Drug Administration
  • United States
  • Product Surveillance, Postmarketing
  • Humans
  • 3201 Cardiovascular medicine and haematology