Evidence map›Paper›PMID 36251295›Full record

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.

Amy M J O'Shea, Aaron Baum, Bjarni Haraldsson, Ariana Shahnazi, Matthew R Augustine, Kailey Mulligan, Peter J Kaboli

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
5.4field-weighted citation impact, top 4% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

24 citing papers in PubMed, 29 citations in OpenAlex.

  1. Article
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  3. 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 · 2026
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  8. 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 · 2026
    Review
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  13. Observational
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 4 institutions in 1 country.

Amy M J O'SheaVeterans Rural Health Resource Center-Iowa City, Veterans Affairs Office of Rural Health, and Center for Access and Delivery Research and Evaluation at the Iowa City Veterans Affairs Healthcare System, Iowa City, Iowa.
Aaron BaumDepartment of Research and Development, Waymark, San Francisco, California.
Bjarni HaraldssonVeterans Rural Health Resource Center-Iowa City, Veterans Affairs Office of Rural Health, and Center for Access and Delivery Research and Evaluation at the Iowa City Veterans Affairs Healthcare System, Iowa City, Iowa.
Ariana ShahnaziVeterans Rural Health Resource Center-Iowa City, Veterans Affairs Office of Rural Health, and Center for Access and Delivery Research and Evaluation at the Iowa City Veterans Affairs Healthcare System, Iowa City, Iowa.
Matthew R AugustineGeriatric Research Education and Clinical Center, James J. Peters Veterans Affairs Medical Center, Bronx, New York.
Kailey MulliganVeterans Rural Health Resource Center-Iowa City, Veterans Affairs Office of Rural Health, and Center for Access and Delivery Research and Evaluation at the Iowa City Veterans Affairs Healthcare System, Iowa City, Iowa.
Peter J KaboliVeterans Rural Health Resource Center-Iowa City, Veterans Affairs Office of Rural Health, and Center for Access and Delivery Research and Evaluation at the Iowa City Veterans Affairs Healthcare System, Iowa City, Iowa.
Iowa City VA Health Care System · USGeriatric Research Education and Clinical Center · USMount Sinai Health System · USUniversity of Iowa · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

COVID-19Cohort StudiesFemaleHumansInternetMaleMiddle AgedPandemicsPrimary Health CareVeterans Health

Identifiers

PMID36251295
PMCPMC9577674
OpenAlexW4306663452

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.