ArticleJAMA network open2022
Association of Adequacy of Broadband Internet Service With Access to Primary Care in the Veterans Health Administration Before and During the COVID-19 Pandemic.
Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
What it found
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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.
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Who cites it
24 citing papers in PubMed, 29 citations in OpenAlex.
- How Equity and Quality Are Considered by Cancer Centers Offering Practice-Integrated Telehealth Visits: A Qualitative Study.The Permanente journal · 2026Article
- Geographic Disparities in Access to Broadband, Ambulance Services, and Health Care and Implications for Telehealth.JAMA health forum · 2026Article
- Prevalence and Correlates of Social Risks and Receipt of Resources Among Rural and Urban Veterans.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026Article
- Primary Care Access and the Role of Telemedicine for Traditional Medicare Beneficiaries.JAMA health forum · 2026Article
- Acute Care Use and Mortality by Tele-Emergency Care Use, Modality, and Clinician Type.JAMA network open · 2026Observational
- Primary Care by Telehealth and Care Quality in the Veterans Health Administration.JAMA network open · 2026Article
- Willingness for video visits for non-emergent health issues, mental health, or specialty visits.Frontiers in digital health · 2026Article
- Health care access from the rural perspective: A narrative review.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026Review
- Census-tract broadband connectivity and the risk of diabetes, hypertension and obesity/overweight in California.BMC public health · 2025Article
- High Users of Primary Care Secure Messaging in the Veterans Health Administration.Annals of family medicine · 2025Article
- The association of neighborhood-level deprivation with glioblastoma outcomes: a single center cohort study.Journal of neuro-oncology · 2025Article
- Telehealth payment parity and outpatient service utilization: evidence from privately insured workers.Health affairs scholar · 2025Article
- Impact of a Remote Primary Care Telehealth Staffing Model on Primary Care Access in the Veterans Health Administration.Journal of general internal medicine · 2024Observational
- Identifying Patterns of Primary Care In-Person and Telemedicine Use in the Veterans Health Administration: A Latent Class Analysis.Journal of general internal medicine · 2024Article
- Primary Care Telehealth Initiation and Engagement Among Veterans at High Risk, 2019-2022.JAMA network open · 2024Article
- The Role of Human-Centered Design in Healthcare Innovation: a Digital Health Equity Case Study.Journal of general internal medicine · 2024Article
- Research Priorities to Expand Virtual Care Access for Patients in the Veterans Affairs Health Care System.Journal of general internal medicine · 2024Review
- Telehealth Expansion, Internet Speed, and Primary Care Access Before and During COVID-19.JAMA network open · 2024Article
- Telehealth delivery of physical therapist-led interventions for persons with chronic low back pain in underserved communities: lessons from pragmatic clinical trials.Frontiers in pain research (Lausanne, Switzerland) · 2024Article
- Dual Barriers: Examining Digital Access and Travel Burdens to Hospital Maternity Care Access in the United States, 2020.The Milbank quarterly · 2023Article
Corrections and comments
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Authors and funding
7 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Although telemedicine expanded rapidly during the COVID-19 pandemic and is widely available for primary care, required broadband internet speeds may limit access. Objective: To identify disparities in primary care access in the Veterans Health Administration based on the association between broadband availability and primary care visit modality. Design, Setting, and Participants: This cohort study used administrative data on veterans enrolled in Veterans Health Administration primary care to identify visits at 937 primary care clinics providing telemedicine and in-person clinical visits before the COVID-19 pandemic (October 1, 2016, to February 28, 2020) and after the onset of the pandemic (March 1, 2020, to June 30, 2021). Exposures: Federal Communications Commission-reported broadband availability was classified as inadequate (download speed, ≤25 MB/s; upload speed, ≤3 MB/s), adequate (download speed, ≥25 <100 MB/s; upload speed, ≥5 and <100 MB/s), or optimal (download and upload speeds, ≥100 MB/s) based on data reported at the census block by internet providers and was spatially merged to the latitude and longitude of each veteran's home address using US Census Bureau shapefiles. Main Outcomes and Measures: All visits were coded as in-person or virtual (ie, telephone or video) and counted for each patient, quarterly by visit modality. Poisson models with Huber-White robust errors clustered at the census block estimated the association between a patient's broadband availability category and the quarterly primary care visit count by visit type, adjusted for covariates. Results: In primary care, 6 995 545 veterans (91.8% men; mean [SD] age, 63.9 [17.2] years; 71.9% White; and 63.0% residing in an urban area) were seen. Adjusted regression analyses estimated the change after the onset of the pandemic vs before the pandemic in patients' quarterly primary care visit count; patients living in census blocks with optimal vs inadequate broadband had increased video visit use (incidence rate ratio [IRR], 1.33; 95% CI, 1.21-1.46; P < .001) and decreased in-person visits (IRR, 0.84; 95% CI, 0.84-0.84; P < .001). The increase in the rate of video visits before vs after the onset of the pandemic was greatest among patients in the lowest Area Deprivation Index category (indicating least social disadvantage) with availability of optimal vs inadequate broadband (IRR, 1.73; 95% CI, 1.42-2.09). Conclusions and Relevance: This cohort study found that patients with optimal vs inadequate broadband availability had more video-based primary care visits and fewer in-person primary care visits after the onset of the COVID-19 pandemic, suggesting that broadband availability was associated with video-based telemedicine use. Future work should assess the association of telemedicine access with clinical outcomes.
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