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Accepted for/Published in: JMIR Medical Informatics

Date Submitted: Nov 8, 2024
Date Accepted: May 15, 2025

The final, peer-reviewed published version of this preprint can be found here:

Investigating the Role of Wearable Devices in Facilitating Telehealth Adoption Among the Aging Population: Mediation Analysis of US National Data

Wang R, Asan O, Liao T

Investigating the Role of Wearable Devices in Facilitating Telehealth Adoption Among the Aging Population: Mediation Analysis of US National Data

JMIR Med Inform 2025;13:e68559

DOI: 10.2196/68559

PMID: 40774324

PMCID: 12331362

Investigating the Role of Wearable Devices in Facilitating Telehealth Adoption among the Aging Population: A Mediation Analysis of U.S. National Data

  • Ruijing Wang; 
  • Onur Asan; 
  • Ting Liao

ABSTRACT

Background:

Telehealth adoption has grown significantly, presenting valuable opportunities for the aging population to access healthcare remotely. Despite evidence of its benefits in managing chronic conditions and promoting independence, many older adults remain hesitant to adopt telehealth, preferring traditional in-person visits even post-pandemic. Current literature largely focuses on younger or general populations, overlooking the unique barriers faced by older adults, such as technology literacy and access disparities.

Objective:

This study aims to investigate how the use of wearable technology influences telehealth adoption among the aging population and explores the mediating effects of demographic factors, health conditions, and physical activity levels.

Methods:

Data from the Health Information National Trends Survey (HINTS 6) was analyzed, focusing on individuals aged 65 and older. We construct regression and mediation analyses to understand the relationships between telehealth adoption and influential factors, including demographics, physical activity levels, health conditions, and the use of wearable technology.

Results:

We found that wearable technology use, while not directly significant, plays a critical role in adoption when mediated by factors such as education, income, and general health. Specifically, higher levels of education and income increased the likelihood of telehealth adoption, underscoring the importance of socioeconomic status. Additionally, rural versus urban residency emerged as a critical factor, with rural residents demonstrating lower adoption rates, highlighting the accessibility and technology literacy barriers in these areas. Health conditions were inversely associated with telehealth adoption, suggesting that healthier individuals may perceive less need for telehealth services. The findings underscore the role of socioeconomic factors in influencing the adoption of health technologies.

Conclusions:

Wearable technology promotes telehealth adoption among older adults, but its impact is largely mediated by socioeconomic factors and health status. Tailored strategies to address these barriers are essential to maximize the benefits of telehealth among aging populations.


 Citation

Please cite as:

Wang R, Asan O, Liao T

Investigating the Role of Wearable Devices in Facilitating Telehealth Adoption Among the Aging Population: Mediation Analysis of US National Data

JMIR Med Inform 2025;13:e68559

DOI: 10.2196/68559

PMID: 40774324

PMCID: 12331362

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