Evidence map›Paper›PMID 42043914›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2026

The digital divide in adoption and advanced use of electronic health records among US hospitals: rural versus urban disparities from 2008 to 2023.

A Jerrod Anzalone, Yinting Liu, Elizabeth Reisher, Emily Frankel, Jed R Hansen, Carol Reynolds Geary

Abstract readComparative Study
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 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.

A Jerrod AnzaloneDepartment of Biostatistics, College of Public Health, University of Nebraska Medical Center, Omaha, NE 68198, United States.ORCID 0000-0002-3212-7845
Yinting LiuDepartment of Biostatistics, College of Public Health, University of Nebraska Medical Center, Omaha, NE 68198, United States.
Elizabeth ReisherDepartment of Neurological Sciences, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, United States.
Emily FrankelDepartment of Family Medicine, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, United States.
Jed R HansenNebraska Rural Health Association, Papillion, NE 68133, United States.
Carol Reynolds GearyCollege of Nursing, Omaha Division, University of Nebraska Medical Center, Omaha, NE 68198, United States.

Funding

Tracking and Evaluation CoreU54GM115458 · NIGMS · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI ZHANG, YING · 2016 to 2025
$42.8M
Great Plains IDeA-CTR NetworkNIGMS NIH HHSNIGMS NIH HHS U54 GM115458U54 GM115458
6 · The paper itself

Abstract

objectiveUsing 15 years of hospital survey data (2008-2023), we examined rural-urban trends in electronic health records (EHR) adoption and advanced capabilities for data sharing, public health reporting, and care improvements. MATERIALS AND

methodsWe conducted a repeated cross-sectional study using the American Hospital Association Annual Survey Information Technology Supplement (2008-2018, 2020-2023). We constructed hospital-year measures of basic and comprehensive EHR capability, certified EHR technology (CEHRT) adoption, and advanced functions in patient engagement, interoperability, public health reporting, and social determinants of health (SDOH). We compared rural and urban adoption using descriptive analyses, Cochran-Armitage trend tests, and logistic regression with clustered standard errors, adjusted for bed size, ownership, and census division.

resultsThe cohort included 41 838 hospital-years (45% rural). Comprehensive capability rose from 2% in 2008 to 75% in 2020, and CEHRT was nearly universal by 2023. Rural hospitals lagged urban hospitals in adopting basic and comprehensive EHRs, with the gap peaking at 25% in 2016. By 2021-2023, most hospitals reported patient portals, interoperability, public health reporting, and SDOH capabilities. Rural hospitals remained 4%-15% behind urban peers in advanced functions, particularly interoperability, public health reporting, and SDOH data collection and use. DISCUSSION: Persistent rural-urban gaps in advanced EHR use may limit interoperability, data-driven care, and public health reporting in rural settings.

conclusionEHR adoption is widespread, but substantial rural-urban gaps persist in advanced EHR use. Support for advanced capabilities that enable data sharing, reporting, and data-driven improvement is needed to ensure that rural hospitals and communities benefit from digital transformation beyond adoption.

Indexed as

Electronic Health RecordsHospitals, RuralHospitals, UrbanCross-Sectional StudiesDigital HealthHealth Information InteroperabilityHumansSocial Determinants of HealthUnited Stateselectronic health recordsinteroperabilitypatient portalspublic health informaticsrural health

Identifiers

PMID42043914
PMCPMC13317969

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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.