Evidence map›Paper›PMID 41773680›Full record

ArticleJMIR cardio2026

Digital Health Literacy in Elective Open-Heart Surgery Patients: Cross-Sectional Study.

Rikke Daugaard, Thomas Maribo, Britt Borregaard, Ditte Sommerlund Skydt, Kristina Hindhede Bech, Kjersti Alexandra Skovli, Ivy Susanne Modrau

Abstract read
In one paragraph

Article in JMIR cardio, 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

7 authors.

Rikke DaugaardDepartment of Clinical Medicine, Faculty of Health, Aarhus University, Vennelyst Boulevard 4, Aarhus, 8000, Denmark, 45 29769462.ORCID http://orcid.org/0000-0001-8746-9837
Thomas MariboDepartment of Public Health, Faculty of Health, Aarhus University, Aarhus, Denmark.ORCID http://orcid.org/0000-0003-0856-6837
Britt BorregaardDepartment of Cardiothoracic and Vascular Surgery, Odense University Hospital, Odense, Denmark.ORCID http://orcid.org/0000-0003-2702-0231
Ditte Sommerlund SkydtEsbjerg Municipal Health Centres, Esbjerg Municipality, Esbjerg, Denmark.ORCID http://orcid.org/0009-0005-3090-6035
Kristina Hindhede BechDepartment of Cardiothoracic and Vascular Surgery, Odense University Hospital, Odense, Denmark.ORCID http://orcid.org/0009-0005-9519-6388
Kjersti Alexandra SkovliDepartment of Cardiothoracic Surgery, Aalborg University Hospital, Aalborg, Denmark.ORCID http://orcid.org/0009-0008-0996-6449
Ivy Susanne ModrauDepartment of Clinical Medicine, Faculty of Health, Aarhus University, Vennelyst Boulevard 4, Aarhus, 8000, Denmark, 45 29769462.ORCID http://orcid.org/0000-0002-2812-6591

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digital health solutions play a key role in health care, but their safe and effective use depends on patients' digital health literacy. While digital health solutions are beneficial for patients with cardiac disease, disparities in digital health literacy may limit access, particularly for patients undergoing cardiac surgery with complex care and psychological challenges. Unaddressed, these disparities could exacerbate inequalities in accessing beneficial digital services. Denmark's advanced digital health care system provides a unique context to evaluate digital health literacy. Objective: This study aimed to assess digital health literacy levels in patients scheduled for elective open-heart surgery and examine associations with sociodemographic factors and concurrent health issues. Methods: We conducted a cross-sectional survey of consecutive patients scheduled for elective open-heart surgery at 3 university hospitals covering approximately two-thirds of Denmark's population. Patients with cognitive impairment or language barriers preventing completion of the questionnaire were excluded. The questionnaire was administered in paper form by medical staff during preoperative consultations. Digital health literacy was assessed using the validated 8-item eHealth Literacy Scale (eHEALS; range 8-40), along with 2 additional questions from the validated Danish version assessing the perceived importance and usefulness of online health information. Sociodemographic data collected included age, gender, cohabitation status, social support for technology use, educational level, and number of concurrent health issues. Descriptive and comparative analyses examined associations between eHEALS scores and sociodemographic variables and health issues. Exploratory subscale analyses evaluated the 3 eHEALS domains-awareness, skills, and ability to evaluate online health information-to identify areas in which patients may require additional support. Results: Of 576 eligible patients, 313 (54.3%) completed the survey between February 2024 and July 2024. Response rates varied across sites: 71.1% (133/187), 58.5% (134/229), and 28.8% (46/160) in sites 1, 2, and 3, respectively. Nonresponse was primarily due to logistical challenges during preoperative consultations, with only a few patients excluded because of cognitive impairment, language barriers, or refusal. The median eHEALS score was 30 (IQR 27-32), indicating generally high digital health literacy scores (cutoff score ≥26). Scores were negatively correlated with age (Spearman ρ=-0.18; P=.002) and positively associated with educational level (Kruskal-Wallis test: χ22=17.0; P<.001). No substantial associations were observed for gender, cohabitation status, social support for technology use, or number of concurrent health issues. Exploratory subscale analyses suggested that patients felt least confident in evaluating the quality and relevance of online information, highlighting a potential focus for tailored support. Conclusions: Patients scheduled for elective open-heart surgery generally reported high digital health literacy levels, but challenges remain in critically appraising digital health information. Younger age and higher educational levels were associated with higher self-reported digital health literacy, but the association was modest. This underscores the need for individual assessment to identify patients who may benefit from tailored support.

Indexed as

Cardiac Surgical ProceduresElective Surgical ProceduresHealth LiteracyAgedCross-Sectional StudiesDenmarkDigital HealthFemaleHumansMaleMiddle AgedSurveys and Questionnairescardiovascular diseasescomputer literacyelective surgical procedureshealth communicationhealth literacyquestionnairessociodemographic factorssurveystelemedicinethoracic surgery

Identifiers

PMID41773680
PMCPMC12954704

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.