Evidence map›Paper›PMID 42381899›Full record

ArticleFrontiers in public health2026

Telehealth services utilization among middle-aged and older informal caregivers: evidence from national-level data in the United States.

Asos Mahmood, Nikhil A Ahuja, Coree Entwistle, Satish Kedia, Courtney Sievers, Cyril F Chang

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

6 authors.

Asos MahmoodCenter for Health System Improvement, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States.
Nikhil A AhujaDepartment of Public Health Sciences, Slippery Rock University of Pennsylvania, Slippery Rock, PA, United States.
Coree EntwistleDivision of Social and Behavioral Sciences, School of Public Health, University of Memphis, Memphis, TN, United States.
Satish KediaDivision of Social and Behavioral Sciences, School of Public Health, University of Memphis, Memphis, TN, United States.
Courtney SieversPremise Health, Brentwood, TN, United States.
Cyril F ChangFogelman College of Business and Economics, University of Memphis, Memphis, TN, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Telehealth emerged as a vital tool for healthcare delivery during the COVID-19 pandemic. However, its utilization among middle-aged and older informal caregivers remains insufficiently explored in the U.S. This study examines the relationship between informal caregiving status and telehealth service utilization, including the modes of use, motivators, and barriers experienced during the pandemic in the U.S. Methods: Data were derived from the Health Information National Trends Survey (HINTS6), a nationally representative, cross-sectional survey of U.S. adults ( Results: Approximately 20% reported being informal caregivers. Compared to non-caregivers, caregivers were significantly more likely to have received (adjusted odds ratio [aOR] = 1.78; 95% CI: 1.31, 2.40) telehealth services during the pandemic. Caregivers more frequently cited convenience (66.4% vs. 56.2%; Conclusion: Informal caregivers exhibited higher rates of telehealth utilization and reported unique motivators and barriers. To enhance caregiver engagement and healthcare access, telehealth programs should optimize access and prioritize convenience, enable multi-participant visits, strengthen telehealth features that support care coordination. The findings may inform targeted telehealth policies and interventions for supporting this essential and vulnerable population.

Indexed as

CaregiversCOVID-19Patient Acceptance of Health CareTelemedicineAgedCross-Sectional StudiesDigital HealthFemaleHumansMaleMiddle AgedSARS-CoV-2United StatescaregivingCOVID-19healthcare disparitieshealth services utilizationinformal caregivermiddle-aged and older adultstelehealth

Identifiers

PMID42381899
PMCPMC13315035

What OpenQuestion holds

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LicenceCC BY
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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.