Evidence map›Paper›PMID 42017577›Full record

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

The Association Between Telehealth Use and Health Care Costs Among Rural Medicare Fee for Service Beneficiaries During the COVID-19 Pandemic.

Yvonne Jonk, Heidi O'Connor, Deborah Thayer

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. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Yvonne JonkMuskie School of Public Service, University of Southern Maine, Portland, Maine, USA.ORCID https://orcid.org/0000-0003-3309-3445
Heidi O'ConnorMuskie School of Public Service, University of Southern Maine, Portland, Maine, USA.
Deborah ThayerMuskie School of Public Service, University of Southern Maine, Portland, Maine, USA.

Funding

HRSA HHSthe Office for the Advancement of Telehealth (OAT)U.S. Department of Health and Human Services U3GRH40003-01-03
6 · The paper itself

Abstract

purposeTo address rural-urban differences in health services use and costs among Medicare fee-for-service (FFS) beneficiaries by telehealth use before and during the COVID-19 pandemic.

methodsThe study population consisted of a nationally representative 5% sample of Medicare FFS beneficiaries aged 65 years and older during 2019-2020. Rural-Urban Continuum Codes identified rural-urban residential locations. Propensity scores were used to correct for selection bias and identify matching cohorts of telehealth and non-telehealth users. Differences in health services use and costs by telehealth use were addressed using difference in differences logistic and generalized linear models.

findingsTelehealth use curbed the decline in in-person outpatient visits for rural and urban beneficiaries early in the pandemic. During 2020, both rural and urban telehealth users had significantly lower probabilities of being hospitalized compared to 2019 (marginal effects [ME]: rural -0.22, urban -0.18), and were less likely to visit the emergency department (ED) (ME: rural -0.23, urban -0.20). Yet, telehealth users were more likely to be hospitalized than non-telehealth users during 2020 (ME: rural 0.018, urban 0.011) and more likely to visit the ED (ME: rural 0.032, urban 0.024). While total costs were significantly higher for telehealth users (rural $8484, urban $7272) than non-telehealth users (rural $6749, urban $5201) during 2020, total costs were reduced by a greater amount ($9200) for rural telehealth users than urban ($8000) and rural non-telehealth ($6900) counterparts.

conclusionsWhile telehealth users realized higher total costs of care in 2019-2020, rural telehealth users realized greater declines in total costs than rural non-telehealth users and urban beneficiaries.

Indexed as

COVID-19Fee-for-Service PlansHealth Care CostsMedicareRural PopulationTelemedicineAgedAged, 80 and overDigital HealthFemaleHumansMalePandemicsSARS-CoV-2United StatescostsCOVID‐19Medicarepublic health emergencytelehealth

Identifiers

PMID42017577
PMCPMC13479329

What OpenQuestion holds

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Registered trials

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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.