Evidence map›Paper›PMID 40446288›Full record

ArticleJournal of medical Internet research2025

Patients' Understanding of Health Information in Online Medical Records and Patient Portals: Analysis of the 2022 Health Information National Trends Survey.

Katerina Andreadis, Nancy Buderer, Aisha Tene Langford

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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.

Katerina AndreadisDepartment of Population Health, NYU Grossman School Of Medicine, New York, NY, United States.ORCID 0000-0001-8586-450X
Nancy BudererNancy Buderer Consulting LLC, Oak Harbor, OH, United States.ORCID 0000-0002-8187-2710
Aisha Tene LangfordDepartment of Family Medicine and Public Health Sciences, Wayne State University School of Medicine, Detroit, MI, United States.ORCID 0000-0003-1758-691X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe 21st Century Cures Act mandated instant digital access for patients to see their test results and clinical notes (eg, via patient portals). Entirely using and understanding such health information requires some degree of personal health literacy.

objectiveThis study aims to assess the associations between ease of understanding online health information and various factors, including sociodemographics, health-related variables, numeracy, and technology-related factors.

methodsThis cross-sectional study used data from the National Cancer Institute's 2022 Health Information National Trends Survey (HINTS), a nationally representative survey of US adults that tracks individuals' access and use of their health information. Data was collected from March to December 2022. The survey was conducted across various US settings using a stratified multistage sampling technique to ensure national representation. Our analysis included 3016 respondents with data for all variables of interest. We conducted bivariate and multivariate analyses to assess the odds of finding health information in online medical records or patient portals as "very easy" to understand compared with "not very easy."

resultsIn the multivariate analysis, age group (with the 35-49 years group being 1.9 times more likely compared to the ≥75 years group; P=.03), female birth sex (1.4 times more likely; P=.04), ease of understanding medical statistics (8.5 times more likely for those finding it "very easy"; P<.001), patient-provider communication score (increase of 1.1 odds per 1 unit increase; P<.001), and mode of accessing online records (1.8 times more likely via an app and 1.4 times more likely via both an app and website, P=.01 and P=.003, respectively, versus using a website alone) were significant predictors for finding health information "very easy" to understand.

conclusionsSociodemographic factors, numeracy, patient-provider communication, and method of accessing online records were associated with ease of understanding health information in online medical records or patient portals. Findings from this study may inform interventions to make patient portals and online medical records more patient-centered and easier to navigate.

Indexed as

ComprehensionElectronic Health RecordsHealth LiteracyPatient PortalsAdolescentAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedSurveys and QuestionnairesUnited StatesYoung Adultdigital healthhealth literacyhealth technologymobile appsonline health informationonline medical recordspatient-focused carepatient portals

Identifiers

PMID40446288
PMCPMC12166317

What Socratic holds

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LicenceCC BY
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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.