Evidence map›Paper›PMID 33475519›Full record

ArticleJournal of medical Internet research2021

Effects of Objective and Subjective Health Literacy on Patients' Accurate Judgment of Health Information and Decision-Making Ability: Survey Study.

Peter Johannes Schulz, Annalisa Pessina, Uwe Hartung, Serena Petrocchi

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed, 3 pooled it
–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

45 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
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  17. Assessing health literacy and diversity within the All of Us Research Program.Journal of the American Medical Informatics Association : JAMIA · 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

4 authors.

Peter Johannes SchulzInstitute of Communication and Health, Università della Svizzera italiana, Lugano, Switzerland.ORCID 0000-0003-4281-489X
Annalisa PessinaInstitute of Communication and Health, Università della Svizzera italiana, Lugano, Switzerland.ORCID 0000-0002-7883-2654
Uwe HartungUniversità della Svizzera italiana, Lugano, Switzerland.ORCID 0000-0001-7089-6277
Serena PetrocchiInstitute of Communication and Health, Università della Svizzera italiana, Lugano, Switzerland.ORCID 0000-0002-7223-8240

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInterpreting health information and acquiring health knowledge have become more important with the accumulation of scientific medical knowledge and ideals of patient autonomy. Health literacy and its tremendous success as a concept can be considered an admission that not all is well in the distribution of health knowledge. The internet makes health information much more easily accessible than ever, but it introduces its own problems, of which health disinformation is a major one.

objectiveThe objective of this study was to determine whether objective and subjective health literacy are independent concepts and to test which of the two was associated more strongly with accurate judgments of the quality of a medical website and with behavioral intentions beneficial to health.

methodsA survey on depression and its treatments was conducted online (n=362). The Newest Vital Sign was employed to measure objective, performance-based health literacy, and the eHealth Literacy Scale was used to measure subjective, perception-based health literacy. Correlations, comparisons of means, linear and binary logistic regression, and mediation models were used to determine the associations.

resultsObjective and subjective health literacy were weakly associated with one another (r=0.06, P=.24). High objective health literacy levels were associated with an inclination to behave in ways that are beneficial to one's own or others' health (Exp[B]=2.068, P=.004) and an ability to recognize low-quality online sources of health information (β=-.4698, P=.005). The recognition also improved participants' choice of treatment (β=-.3345, P<.001). Objective health literacy helped people to recognize misinformation on health websites and improved their judgment on their treatment for depression.

conclusionsSelf-reported, perception-based health literacy should be treated as a separate concept from objective, performance-based health literacy. Only objective health literacy appears to have the potential to prevent people from becoming victims of health disinformation.

Indexed as

AdolescentAdultAgedDecision MakingDiagnostic Self EvaluationFemaleHealth LiteracyHumansMaleMiddle AgedSurveys and QuestionnairesTelemedicineYoung AdultdepressioneHealth Literacy Scalehealth literacymental healthNewest Vital Signobjective health literacyperception-based health literacyperformance-basedself-reported health literacy

Identifiers

PMID33475519
PMCPMC7861996

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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.