ArticleJAMIA open2025
Social vulnerability, lower broadband internet access, and rurality associated with lower telemedicine use in U.S. Counties.
Article in JAMIA open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Built Environment, Community Safety, and Diabetes in the Deep South: A County Level Geospatial Analysis.Journal of racial and ethnic health disparities · 2026Article
- Barriers and Facilitators to Telehealth in Underserved Rural Communities: A Mixed-Methods Formative Evaluation.Health expectations : an international journal of public participation in health care and health policy · 2026Article
- Spatial and telehealth accessibility to eating disorder treatment in the United States: evidence from registry and LLM-augmented data.International journal of health geographics · 2026Article
- Description of a Pharmacist-Led Mobile Health Clinic to Fill Primary Care Coverage in a Medically Underserved Rural Area.International journal of environmental research and public health · 2026Article
- Resource Use Patterns in US Telehealth Services: Machine Learning and Clustering Analysis Across 4 Specialties.JMIR medical informatics · 2026Article
- Rural-Urban and Racial-Ethnic Differences in Tele-Behavioral Health Access for Medicaid Beneficiaries.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026Article
- National Trends in Telehealth Utilization, 2020-2023: Post-Pandemic Trends from the Medical Expenditure Panel Survey.Healthcare (Basel, Switzerland) · 2026Article
- Digital infrastructure and proxies of ambulatory care access in Russia, 2018-2024: a regional panel study with a national telemedicine signal analysis.Frontiers in digital health · 2026Article
- Digital Divide in Awareness, Want, and Adoption Across Diverse eHealth Services: Cross-Sectional Survey of Inpatients in Jinan, China.Journal of medical Internet research · 2025Article
Corrections and comments
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Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: Our objective was to determine how social vulnerabilities, broadband access, and rurality relate to telemedicine use across the United States through large-scale analysis of real-world telemedicine data. Materials and Methods: We conducted a retrospective, observational study of dyadic U.S. telemedicine sessions that occurred January 1, 2022 to December 31, 2022, linked to the 2020 Centers for Disease Control and Prevention Social Vulnerability Index (SVI) and the National Center for Health Statistics Urban-Rural Classification Scheme for Counties. We examined county-level telemedicine use rates (sessions per 1000 population) in relation to SVI indexes, broadband internet access, and rurality classifications using polynomial regression and data visualization. Results: We found a negative, nonlinear association between overall social and socioeconomic status vulnerabilities and telemedicine use. Telemedicine rates in urban counties exceeded that of rural counties. There was more variability in telemedicine use for the urban counties according to social vulnerability and broadband access. Discussion: Rurality and broadband access demonstrated a greater effect on telemedicine use than social vulnerability, and the relationship between social vulnerability, broadband access, and telemedicine use differed for rural versus urban areas. Conclusion: This observational study of nearly 8 million U.S. telemedicine sessions showed that rurality and broadband access are key drivers of telemedicine use and may be more important than many social vulnerabilities in determining community-level telemedicine use. We also found nuanced differences in the relationship between social vulnerability and telemedicine use between rural and urban counties, and at different levels of broadband access.
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