Abstract 4365966: Who’s Left Behind? Exploring the Digital Divide in Health App Use Among Adults with Hypertension and Diabetes

N Nana Ofori Adomako (Johns Hopkins University, Baltimore, Maryland, United States) K Kezia Owusu Nti (Johns Hopkins University, Baltimore, Maryland, United States) J Joyline Chepkorir (Johns Hopkins University, MIDDLE RIVER, Maryland, United States) Y Yuling Chen K Kwabena Asabere Asante (Johns Hopkins University, Baltimore, Maryland, United States) E Ethel Agordekpe (Johns Hopkins University, Baltimore, Maryland, United States) N Nicholas Ofori (Johns Hopkins University, Baltimore, Maryland, United States) I Ibrahim Ali (Johns Hopkins University, Perry hall, Maryland, United States) C Cheryl Himmelfarb (Johns Hopkins University, Baltimore, Maryland, United States)

Abstract

Background: Mobile health applications (apps) offer promising tools for managing chronic conditions like hypertension and diabetes. However, disparities in access and use—often referred to as the digital divide—may limit their benefits for vulnerable populations. Understanding these disparities is essential for developing equitable digital health strategies. Objective: To assess the prevalence and predictors of mobile health app use among U.S. adults with hypertension and/or diabetes and to identify sociodemographic, technological, and health-related disparities using nationally representative data. Methods: Data were drawn from the 2024 Health Information National Trends Survey (HINTS 7), a cross-sectional study of the US adults who are speaking English and Spanish. Adults with self-reported hypertension and/or diabetes (n=3,349) were included. The outcome was self-reported mobile health app use. Independent variables included sociodemographic characteristics, technological access (smartphone ownership, internet use), digital literacy (confidence using devices, frustration with technology, search skills), and health-related factors (chronic conditions, smoking, alcohol use, physical activity, and sleep). Survey-weighted multivariable log-binomial regression was used to estimate adjusted prevalence ratios (RRs) and 95% confidence intervals (CIs). Results: Significant disparities in app use were observed. Adults aged 65–74 (RR=0.70, 95% CI: 0.56–0.88) and 75+ years (RR=0.50, 95% CI: 0.35–0.71) were less likely to use apps than younger adults. Males (RR=0.85, 95% CI: 0.74–0.97) were less likely to use apps than females. Higher income (≥$100,000: RR=1.39, 95% CI: 1.06–1.81) and education (college+: RR=1.42, 95% CI: 1.17–1.73) were associated with greater use. Lack of smartphone (RR=0.42, 95% CI: 0.24–0.75) and never using the internet (RR=0.07, 95% CI: 0.01–0.46) were strong barriers. Lower digital confidence (RR=0.74, 95% CI: 0.56–0.97) and high frustration with technology (RR=0.61, 95% CI: 0.43–0.87) were also associated with reduced use. Health-related factors were not significantly associated with app use. Conclusion: Substantial disparities in mobile health app use persist among U.S. adults with hypertension and/or diabetes, particularly by age, sex, income, education, and digital access. Addressing technological barriers and digital literacy is critical to promoting equitable engagement with digital health tools.

Article Details

Journal Circulation
Volume / Issue Vol. 152, Issue Suppl_3
Published November 04, 2025
ISSN 0009-7322
Publisher Lippincott Williams & Wilkins

Journal Info

Circulation

Lippincott Williams & Wilkins

ISSN: 0009-7322 Health Sciences

Authors (9)

N

Nana Ofori Adomako

Johns Hopkins University, Baltimore, Maryland, United States

K

Kezia Owusu Nti

Johns Hopkins University, Baltimore, Maryland, United States

J

Joyline Chepkorir

Johns Hopkins University, MIDDLE RIVER, Maryland, United States

Y

Yuling Chen

K

Kwabena Asabere Asante

Johns Hopkins University, Baltimore, Maryland, United States

E

Ethel Agordekpe

Johns Hopkins University, Baltimore, Maryland, United States

N

Nicholas Ofori

Johns Hopkins University, Baltimore, Maryland, United States

I

Ibrahim Ali

Johns Hopkins University, Perry hall, Maryland, United States

C

Cheryl Himmelfarb

Johns Hopkins University, Baltimore, Maryland, United States