Evidence map›Paper›PMID 39681131›Full record

ArticleApplied clinical informatics2025

The Rise, Fall, and Readjustment of Telehealth: Effect of Coronavirus Disease 2019 on Its Use in an Academic Health Clinic.

Ali Shammout, Shamsi D Berry, Peter Ziemkowski, Philip J Kroth

Abstract read
In one paragraph

Article in Applied clinical informatics, 2025. 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
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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

4 authors.

Ali ShammoutDepartment of Biomedical Informatics, Western Michigan University Homer Stryker, M.D., School of Medicine, Kalamazoo, Michigan, United States.
Shamsi D BerryDepartment of Biomedical Informatics, Western Michigan University Homer Stryker, M.D., School of Medicine, Kalamazoo, Michigan, United States.
Peter ZiemkowskiDepartment of Biomedical Informatics, Western Michigan University Homer Stryker, M.D., School of Medicine, Kalamazoo, Michigan, United States.
Philip J KrothDepartment of Biomedical Informatics, Western Michigan University Homer Stryker, M.D., School of Medicine, Kalamazoo, Michigan, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe coronavirus disease 2019 (COVID-19) pandemic accelerated the adoption of telehealth. Long-term implications for continued telehealth use on a large scale in primary care are still emerging, and the key to this understanding is how telehealth adoption impacts the delivery of health care.

objectivesOur objective was to quantify how telehealth adoption during the pandemic impacted patients' access to health care and the usage patterns of different access modalities (in-office, audio, and video).

methodsThis study analyzed 2 years of deidentified electronic health record data from the ambulatory clinics at a Midwest medical school from 2020 and 2021. We focused on patient demographics, primary diagnoses, and patient preferences for receiving health care throughout the COVID-19 pandemic.

resultsOf the 105,362 patient visits analyzed across in-office, audio, and video visits, demographic data varied by gender, age, and racial composition. During the early pandemic, telehealth usage peaked in April 2020, with audio and video visits accounting for 45.8 and 18.1% of the total visits, respectively. These rates declined to averages of 12.5 and 3.6%, respectively, over the following months. Primary diagnoses during telehealth visits are often related to COVID-19 exposure or mental health or behavioral issues. Lastly, statistically significant associations exist between the visit modality and primary diagnoses.

conclusionThe COVID-19 pandemic initially saw a surge in audio telehealth visits; however, as safety measures were established, the mix of visit modalities returned to prelockdown levels. Video and audio telehealth maintained increased usage relative to prepandemic levels, potentially owing to increased awareness of the technology as a means for accessing health care and a learning curve associated with adoption. Patients preferred remote care during high COVID-19 transmission. Video telehealth has shown significant associations with psychiatric, behavioral, and neurodevelopmental diagnoses. Disparities in video telehealth use among racial groups have highlighted potential access issues.

Indexed as

Academic Medical CentersCOVID-19TelemedicineAdolescentAdultAgedFemaleHumansMaleMiddle AgedSARS-CoV-2Young Adult

Identifiers

PMID39681131
PMCPMC12043373

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.