Evidence map›Paper›PMID 41328482›Full record

ArticleJournal of medical Internet research2025

eHealth Literacy and Search Frequency in Relation to Objective Sleep Disorder Knowledge: Cross-Sectional Study.

Jihyeon Oh, Christian Montag, Peter Johannes Schulz

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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.

Jihyeon OhFaculty of Communication, Culture and Society, Università della Svizzera Italiana, Via G. Buffi 13 Lugano, Lugano, 6900, Switzerland, 41 586664724.ORCID http://orcid.org/0009-0002-5823-2931
Christian MontagCentre for Cognitive and Brain Sciences, Institute of Collaborative Innovation, University of Macau, Macao SAR, China.ORCID http://orcid.org/0000-0001-8112-0837
Peter Johannes SchulzFaculty of Communication, Culture and Society, Università della Svizzera Italiana, Via G. Buffi 13 Lugano, Lugano, 6900, Switzerland, 41 586664724.ORCID http://orcid.org/0000-0003-4281-489X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The increasing use of the internet for health information has made eHealth literacy a critical factor in health knowledge acquisition and management. While eHealth literacy has been associated with positive health behaviors and knowledge in various contexts, its impact on disease-specific knowledge, particularly for sleep disorders, remains limited. Objective: This study aimed to examine the relationship between eHealth literacy and search frequency with objective knowledge about sleep disorders, and test whether the frequency of health information searches moderates the association between eHealth literacy and knowledge. Methods: An online survey was conducted with 266 adult participants. eHealth literacy was measured using the revised eHealth Literacy Scale, and the frequency of health information searches was assessed using a single-item scale. Objective knowledge about sleep disorders was evaluated using a newly developed scale tailored for this study. Hierarchical regression analysis was conducted to examine the main effects of eHealth literacy and search frequency on sleep disorder knowledge, while controlling for demographic variables such as age, gender, education, and past experience with sleep disorders. The interaction effect between eHealth literacy and frequency of health information searches on sleep disorder knowledge was further assessed using the PROCESS macro (model 1) to explore moderation effects. Results: Higher eHealth literacy was positively associated with greater objective knowledge about sleep disorders (B=0.27, SE 0.06, P<.001). Search frequency also showed a significant positive association with knowledge (B=0.24, SE 0.06; P<.001). In addition, the interaction between eHealth literacy and search frequency was significant (B=-0.61, SE 0.27; P=.03). Specifically, the positive link between eHealth literacy and knowledge was the strongest among individuals who searched less frequently and weakened as search frequency increased, becoming nonsignificant at the highest observed level of search frequency. Conclusions: eHealth literacy and search frequency were both linked to greater knowledge of sleep disorders. However, the strength of the literacy-knowledge association differed across levels of search frequency. The relationship was stronger when search frequency was low and weaker among frequent seekers. These findings suggest that eHealth literacy and information-seeking behaviors jointly shape factual knowledge. Supporting eHealth literacy together with guidance on efficient information use may help patients acquire more accurate health knowledge. This study also introduces a newly developed scale for assessing objective knowledge about sleep disorders, providing a foundation for consistent evaluation of disease-specific knowledge.

Indexed as

Health Knowledge, Attitudes, PracticeHealth LiteracySleep Wake DisordersTelemedicineAdultAgedCross-Sectional StudiesFemaleHumansInformation Seeking BehaviorInternetMaleMiddle AgedSurveys and QuestionnairesYoung Adultdigital healtheHealth literacyobjective knowledgesearch frequencysleep disorders

Identifiers

PMID41328482
PMCPMC12670055

What Socratic holds

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LicenceCC BY
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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 Socratic graph.