This study explores the impact of wearable health technologies on individuals’ confidence in managing their health, examining the mediating roles of social isolation, understanding of medical statistics, and confidence in finding online health resources via a national cross-sectional survey. Our findings indicate a significant direct effect of wearable device use on self-care confidence, with social isolation identified as a key mediator. However, understanding medical statistics and finding online health resources did not significantly mediate this relationship. The results highlight the potential of wearable technologies to enhance health management confidence, suggesting future enhancements should focus on fostering social connectivity and improving access to health information.
ChoudhuryAAsanO (2021) Impact of using wearable devices on psychological Distress: Analysis of the health information national Trends survey. International Journal of Medical Informatics156: 104612.
3.
DiasDPaulo Silva CunhaJ (2018) Wearable Health Devices—Vital Sign Monitoring, Systems and Technologies. Sensors18(8). 8. Multidisciplinary Digital Publishing Institute: 2414.
HaghiMThurowKStollR (2017) Wearable Devices in Medical Internet of Things: Scientific Research and Commercially Available Devices. Healthcare Informatics Research23(1). Korean Society of Medical Informatics: 4–15.
6.
HayesAF (2017) Introduction to Mediation, Moderation, and Conditional Process Analysis, Second Edition: A Regression-Based Approach. Guilford Publications.
7.
KoydemirHCOzcanA (2018) Wearable and Implantable Sensors for Biomedical Applications. Annual Review of Analytical Chemistry11(1): 127–146.
8.
LatikkaRRubio-HernándezRLohanES, et al. (2021) Older Adults’ Loneliness, Social Isolation, and Physical Information and Communication Technology in the Era of Ambient Assisted Living: A Systematic Literature Review. Journal of Medical Internet Research23(12): e28022.
9.
National Cancer Institute (2023a) Health Information National Trends Survey 6 (HINTS 6). Available at: https://hints.cancer.gov/ (accessed 20 January 2024).
ParéGLeaverCBourgetC (2018) Diffusion of the Digital Health Self-Tracking Movement in Canada: Results of a National Survey. Journal of Medical Internet Research20(5): e9388.
QirtasMMZafeiridiEPeschD, et al. (2022) Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review. JMIR mHealth and uHealth10(4): e34638.
15.
SchüllND (2016) Data for life: Wearable technology and the design of self-care. BioSocieties11(3): 317–333.
16.
StiglbauerBWeberSBatinicB (2019) Does your health really benefit from using a self-tracking device? Evidence from a longitudinal randomized control trial. Computers in Human Behavior94: 131–139.
17.
WangBAsanOMansouriM (2023) What May Impact Trustworthiness of AI in Digital Healthcare: Discussion from Patients’ Viewpoint. Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care12(1). SAGE Publications: 5–10.
18.
WangBAsanOZhangY (2024) Shaping the future of chronic disease management: Insights into patient needs for AI-based homecare systems. International Journal of Medical Informatics181: 105301.
