Evidence map›Paper›PMID 40324766›Full record

ArticleJournal of medical Internet research2025

Digital Health Literacy of Children and Adolescents and Its Association With Sociodemographic Factors: Representative Study Findings From Germany.

Lisa Stauch, Denise Renninger, Pia Rangnow, Anja Hartmann, Lisa Fischer, Kevin Dadaczynski, Orkan Okan

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 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

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  13. [Learning digital health literacy in school: results of a representative survey of pupils in Germany].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2025
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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

7 authors.

Lisa StauchDepartment of Sport and Health Sciences, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany.ORCID https://orcid.org/0009-0004-3897-2224
Denise RenningerDepartment of Sport and Health Sciences, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany.ORCID https://orcid.org/0000-0002-9212-729X
Pia RangnowDepartment of Applied Health Sciences, Bochum University of Applied Sciences, Bochum, Germany.ORCID https://orcid.org/0000-0002-8239-7886
Anja HartmannDepartment of Health Sciences, Fulda University of Applied Sciences, Fulda, Germany.ORCID https://orcid.org/0009-0005-8566-0829
Lisa FischerDepartment of Health Sciences, Fulda University of Applied Sciences, Fulda, Germany.ORCID https://orcid.org/0000-0002-1367-2055
Kevin DadaczynskiDepartment of Sports and Health Sciences, Faculty of Human Science, University of Potsdam, Potsdam, Germany.ORCID https://orcid.org/0000-0002-7367-5362
Orkan OkanDepartment of Sport and Health Sciences, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany.ORCID https://orcid.org/0000-0003-1714-4783

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChildren and adolescents extensively use the internet in their daily lives, often seeking information related to health and well-being. In modern society, the volume of health information available in digital environments is constantly increasing. This includes both reliable and misleading content, making it challenging to assess trustworthiness. Digital health literacy is essential for navigating the digital information ecosystem, protecting oneself from misinformation, and making informed health decisions.

objectiveThis representative study aims to examine the digital health literacy of children and adolescents in Germany and its association with sociodemographic factors.

methodsA cross-sectional study design with face-to-face interviews was utilized to collect data from 1448 children and adolescents aged 9-18 years in Germany between October and November 2022. Digital health literacy was assessed using an adapted and translated version of the Digital Health Literacy Instrument (DHLI), which comprises 7 subscales: operational skills, navigation skills, information searching, self-generated content, evaluating reliability, protecting privacy, and determining relevance. Bivariate and binary logistic regression analyses were conducted to examine associations between digital health literacy subscales and sociodemographic characteristics (sex, age, migration background, school type, and perceived family affluence).

resultsThe study found that 419 out of 1362 (30.76%) children and adolescents had a problematic level of digital health literacy, while 63 out of 1362 (4.63%) had an inadequate level. Overall, the least difficulties were observed in operational skills and determining relevance, whereas the greatest challenges were related to protecting privacy and navigation skills. Age was significantly associated with 6 of the 7 subscales (excluding protecting privacy), with younger children (9-11 years) facing a higher risk of limited skills (operational skills: odds ratio [OR] 5.42, P=.002; navigation skills: OR 4.76, P<.001; information searching: OR 4.68, P<.001; adding self-generated content: OR 7.03, P<.001; evaluating reliability: OR 3.82, P<.001; and determining relevance: OR 4.76.42, P<.001). Migration background was associated with fewer limited digital health literacy skills, while low perceived family affluence was associated with more limited skills. In the subscales of information searching, self-generated content, and evaluating information reliability, a lower risk of limited skills was observed among those with a 2-sided migration background (information searching: OR 0.62, P=.02; adding self-generated content: OR 0.30, P=.003; and evaluating reliability: OR 0.66, P=.03). By contrast, a higher risk was found among those with low perceived family affluence, including in the subscale of determining relevance (information searching: OR 2.18, P<.001; adding self-generated content: OR 1.77, P=.01; evaluating reliability: OR 1.67, P<.001; and determining relevance: OR 1.58, P<.001). Although school type was not associated with any dimension, sex was linked to operational skills, with females having an increased risk of limited skills (OR 1.58, P=.03).

conclusionsThe results highlight a strong need for interventions to improve digital health literacy among children and adolescents, particularly in protecting privacy, navigation skills, and evaluating the reliability of health information. Effective interventions should be tailored to address the varying needs associated with age, migration background, and family affluence.

Indexed as

Health LiteracyInternetAdolescentChildCross-Sectional StudiesFemaleGermanyHumansMaleSociodemographic Factorschild and adolescent healthcross-sectionaldigital health literacyhealth promotionsociodemographic

Identifiers

PMID40324766
PMCPMC12089873

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.