Evidence map›Paper›PMID 42517506›Full record

ReviewJournal of medical Internet research2026

Defining Health Misinformation: Theoretical Concept Analysis.

Johanna Saia Pope, Paula Byrne, Declan Devane, Tina D Purnat, Maura Dowling

Abstract readReview
In one paragraph

Review in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

5 authors.

Johanna Saia PopeSchool of Nursing, Midwifery and Evidence Science, College of Medicine, Nursing & Health Sciences, Ollscoil na Gaillimhe - University of Galway, Galway, Connacht, Ireland.ORCID https://orcid.org/0000-0002-1823-3254
Paula ByrneSchool of Nursing, Midwifery and Evidence Science, College of Medicine, Nursing & Health Sciences, Ollscoil na Gaillimhe - University of Galway, Galway, Connacht, Ireland.ORCID https://orcid.org/0000-0002-9034-5154
Declan DevaneSchool of Nursing, Midwifery and Evidence Science, College of Medicine, Nursing & Health Sciences, Ollscoil na Gaillimhe - University of Galway, Galway, Connacht, Ireland.ORCID https://orcid.org/0000-0002-9393-7075
Tina D PurnatHarvard TH Chan School of Public Health, Harvard University, Boston, MA, United States.ORCID https://orcid.org/0000-0002-0257-6631
Maura DowlingSchool of Nursing, Midwifery and Evidence Science, College of Medicine, Nursing & Health Sciences, Ollscoil na Gaillimhe - University of Galway, Galway, Connacht, Ireland.ORCID https://orcid.org/0009-0005-3268-1650

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealth misinformation is a serious and growing concern, especially in the era of mass digitalization. However, the term lacks conceptual clarity, reducing our ability to build a reliable, replicable evidence base about how misinformation works and undermining our attempts to develop effective responses. There is, therefore, a need to examine how the term is used and to develop a coherent definition that better reflects people's information priorities, concerns, and understandings of the concept.

objectiveThis study aimed to surface common themes and debates around the concept of "misinformation" in contemporary English-language discourses about health. Specifically, we aimed to examine how people understand the problem of health misinformation (ie, its causes and consequences), how they perceive the relationship between "misinformation" and other problematic information, and any unresolved conceptual tensions.

methodsWe conducted a 3-phase hybrid concept analysis following a framework from Schwartz-Barcott and Kim (2000), comprising (1) a theoretical, literature-based phase, (2) a fieldwork/primary interview phase, and (3) an integrative phase combining findings from the first 2 phases. This paper reports methods and findings from the first phase, an inductive, qualitative literature review and analysis. In this phase, we conducted a systematic search of recent literature on health misinformation (published between 2016 and 2022), selected a stratified random sample, and conducted inductive thematic analysis following the methods outlined by Rodgers (2000). A thematic, narrative summary of the findings is presented herein.

resultsAuthors identified rapid technological change, information predators, and cultural issues (eg, social fragmentation, growing epistemic disagreement, and the loss of information authorities) as antecedents to health misinformation. They characterized health misinformation as a scourge, identifiable by its falseness or deceptiveness, the use of persuasive strategies, unscientific subjectivity, and its capacity to disrupt community consensus, and highlighted a broad range of potential consequences for individuals, communities, and social systems. However, there were also major areas of divergence and tension in this literature base. Specifically, there was disagreement about what kinds of problematic content constituted "misinformation," and how misinformation should be identified or adjudicated, especially in cases of evidentiary uncertainty or legitimate scientific disagreement.

conclusionsTo our knowledge, this is the first review to examine both explicit and implicit definitions of misinformation and to center contemporary usages of the concept. The work identifies several key characteristics of health misinformation, as well as areas where further concept development is needed. The review highlights the need for explicit reporting around the operationalization of the term, implementation of standards for communicating evidentiary uncertainty, values-aligned and co-designed health communications, and continued concept development. Findings from this literature analysis will inform further stakeholder and integrative synthesis, with the goal of developing a more usable, inclusive, and responsive definition of health misinformation. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.12688/hrbopenres.13641.2.

Indexed as

CommunicationDisinformationHumansconcept analysisdefinitiondisinformationfake newsmisinformation

Identifiers

PMID42517506
PMCPMC13462726

What OpenQuestion holds

Textmetadata
Read underepoch 390

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 OpenQuestion graph.