ArticleApplied clinical informatics2021
Disparities in Telemedicine Access: A Cross-Sectional Study of a Newly Established Infrastructure during the COVID-19 Pandemic.
Article in Applied clinical informatics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 85 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
85 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Asian American Vaccination, Testing, and Other Healthcare Knowledge & Behaviors during COVID-19, A Systematic Review.Pathogens and global health · 2023Pooled it
- Modality and terminology changes for behavioral health service delivery during the COVID-19 pandemic: a systematic review.Frontiers in psychiatry · 2023Pooled it
- Feasibility of Virtually Delivering Functional Fitness Assessments and a Fitness Training Program in Community-Dwelling Older Adults.International journal of environmental research and public health · 2023Trial
- Examining the Relationship between Health Literacy, Health Numeracy, and Patient Portal Use.Applied clinical informatics · 2022Trial
- Comparison of buprenorphine treatment by virtual-only vs. traditional clinicians.Journal of substance use and addiction treatment · 2026Article
- Article
- Telemedicine Adoption, US Ambulatory Visits, and Total Medical Spending, 2019-2023.JAMA network open · 2026Article
- Geographical Disparities in Accessing and Utilizing Digital Health and Strategies to Mitigate These Disparities: A Literature Review.Health science reports · 2026Article
- Clinic Personnel Perspectives on Barriers to Video Visits for Patients with Non-English Language Preferences: A Qualitative Study.Journal of general internal medicine · 2026Article
- Validity and reliability of assessing strength and balance improvements by videoconference in pre-frail and frail older adults.Aging clinical and experimental research · 2025Article
- Rural Perspectives on Digital Health in Cardiovascular Care: Qualitative Study of Interviews With Rural and Rural-Serving Primary Care Providers and Cardiologists.Journal of medical Internet research · 2025Article
- Healthcare access satisfaction before and during the COVID-19 pandemic among Peruvian children with down syndrome.BMC pediatrics · 2025Article
- Factors Associated with Leaving Ambulatory Psychiatric Treatment in a Large, Academic Health System During the COVID-19 Pandemic.The Psychiatric quarterly · 2025Article
- Video and Telephone Telehealth Use and Web-Based Patient Portal Activation Among Rural-Dwelling Patients: Retrospective Medical Record Review and Policy Implications.Journal of medical Internet research · 2025Article
- Digital Health Technology Use Among Spanish Speakers in the US: A Scoping Review.JAMA network open · 2025Article
- Consumer Involvement in the Co-Design of Diabetes Self-Management Smartphone Apps: A Scoping Review.Applied clinical informatics · 2025Article
- Challenges to Video Visits for Patients With Non-English Language Preference: A Qualitative Study.JAMA network open · 2025Article
- Examining the affordable connectivity program and telehealth use: a pilot survey of the affordable connectivity program, telehealth, video and audio visits in a racially diverse, lower-income population.Scientific reports · 2025Article
- Telemedicine Use Among Older Adults During COVID-19: A Narrative Literature Review of Utilization Patterns.Telemedicine reports · 2025Review
- Higher than expected telemedicine use by racial and ethnic minority and cognitively impaired Medicare beneficiaries.Health affairs scholar · 2025Article
25 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
backgroundThe COVID-19 pandemic led to dramatic increases in telemedicine use to provide outpatient care without in-person contact risks. Telemedicine increases options for health care access, but a "digital divide" of disparate access may prevent certain populations from realizing the benefits of telemedicine.
objectivesThe study aimed to understand telemedicine utilization patterns after a widespread deployment to identify potential disparities exacerbated by expanded telemedicine usage.
methodsWe performed a cross-sectional retrospective analysis of adults who scheduled outpatient visits between June 1, 2020 and August 31, 2020 at a single-integrated academic health system encompassing a broad range of subspecialties and a large geographic region in the Upper Midwest, during a period of time after the initial surge of COVID-19 when most standard clinical services had resumed. At the beginning of this study period, approximately 72% of provider visits were telemedicine visits. The primary study outcome was whether a patient had one or more video-based visits, compared with audio-only (telephone) visits or in-person visits only. The secondary outcome was whether a patient had any telemedicine visits (video-based or audio-only), compared with in-person visits only.
resultsA total of 197,076 individuals were eligible (average age = 46 years, 56% females). Increasing age, rural status, Asian or Black/African American race, Hispanic ethnicity, and self-pay/uninsured status were significantly negatively associated with having a video visit. Digital literacy, measured by patient portal activation status, was significantly positively associated with having a video visit, as were Medicaid or Medicare as payer and American Indian/Alaskan Native race.
conclusionOur findings reinforce previous evidence that older age, rural status, lower socioeconomic status, Asian race, Black/African American race, and Hispanic/Latino ethnicity are associated with lower rates of video-based telemedicine use. Health systems and policies should seek to mitigate such barriers to telemedicine when possible, with efforts such as digital literacy outreach and equitable distribution of telemedicine infrastructure.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.