Evidence map›Paper›PMID 41636330›Full record

ArticleThe Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association2026

Provider-level variation in the delivery of primary care telehealth for the rural Medicare Advantage population.

Debra Bozzi, Amanda Sutherland, Melanie Canterberry, Emily Boudreau, Gosia Sylwestrzak

Abstract read
In one paragraph

Article in The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Provider-level variation in the delivery of primary care telehealth for the rural Medicare Advantage population.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026
    Article
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

5 authors.

Debra BozziHumana Healthcare Research, LLC, Louisville, Kentucky, USA.ORCID https://orcid.org/0009-0002-2719-9825
Amanda SutherlandHumana Healthcare Research, LLC, Louisville, Kentucky, USA.
Melanie CanterberryHumana Healthcare Research, LLC, Louisville, Kentucky, USA.
Emily BoudreauHumana Healthcare Research, LLC, Louisville, Kentucky, USA.
Gosia SylwestrzakHumana Healthcare Research, LLC, Louisville, Kentucky, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThe role of telehealth use in primary care among rural Medicare Advantage (MA) beneficiaries following Medicare's expanded telehealth coverage during COVID-19 is not well understood. With increasing evidence that provider characteristics influence patient access to telehealth, this study compared receipt of telehealth primary care between rural and nonrural MA beneficiaries by providers' level of telehealth delivery.

methodsUsing claims for MA beneficiaries from January 2021 to June 2024, we compared the proportion of primary care visits that were delivered via telehealth between rural and nonrural beneficiaries. We then categorized primary care physician (PCP) groups into quartiles based on the provision of telehealth as a share of total primary care visits. We conducted visit-level generalized linear regression analyses to assess whether differences in telehealth primary care receipt between rural and nonrural beneficiaries varied by PCP telehealth quartile.

findingsPCPs delivering the highest rates of telehealth were significantly more likely to provide primary care via telehealth to rural MA beneficiaries than nonrural ones (4th quartile odds ratio: 1.12, 95% confidence interval: 1.02, 1.22). This finding differed from the overall disparity in telehealth use between rural and nonrural populations, in which rural beneficiaries used less telehealth.

conclusionsResults showing increased telehealth use among rural MA beneficiaries receiving care from PCPs delivering the highest rates of telehealth may partly stem from unique capabilities among these providers, who are potentially better equipped with tools for implementing telehealth. As such, we provide insight on provider-oriented factors that can bolster telehealth access for rural MA populations.

Indexed as

Medicare Part CPrimary Health CareRural PopulationTelemedicineAccess to Primary CareAgedAged, 80 and overCOVID-19FemaleHealth Services AccessibilityHumansMaleUnited StatesMedicare Advantageprimary careruraltelehealth

Identifiers

PMID41636330
PMCPMC12870281

What Socratic 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 Socratic graph.