Evidence map›Paper›PMID 42430764›Full record

SynthesisJMIR medical education2026

Interventions to Enhance COVID-19 Pandemic Health Literacy in Health Professionals: Systematic Review.

Claudia Hasenpusch, Paula Kuper, Eva-Maria Skiba, Antonia Anabella Sprenger, Uwe Matterne, Lena Kannengießer, Esther Ivanka Grätsch, Jaekyung Shin, Mengtong Li, Christian Joachim Apfelbacher

Abstract readSystematic Review
In one paragraph

Synthesis in JMIR medical education, 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

10 authors.

Claudia HasenpuschInstitute of Social Medicine and Health Systems Research, Medical Faculty, Otto von Guericke University Magdeburg, Leipziger Straße 44, Magdeburg, 39120, Germany, 49 3916724302.ORCID http://orcid.org/0000-0002-2389-3193
Paula KuperInstitute of Social Medicine and Health Systems Research, Medical Faculty, Otto von Guericke University Magdeburg, Leipziger Straße 44, Magdeburg, 39120, Germany, 49 3916724302.ORCID http://orcid.org/0000-0002-7481-976X
Eva-Maria SkibaInstitute of Social Medicine and Health Systems Research, Medical Faculty, Otto von Guericke University Magdeburg, Leipziger Straße 44, Magdeburg, 39120, Germany, 49 3916724302.ORCID http://orcid.org/0000-0001-5043-0728
Antonia Anabella SprengerInstitute of Social Medicine and Health Systems Research, Medical Faculty, Otto von Guericke University Magdeburg, Leipziger Straße 44, Magdeburg, 39120, Germany, 49 3916724302.ORCID http://orcid.org/0000-0002-1180-7702
Uwe MatterneInstitute of Social Medicine and Health Systems Research, Medical Faculty, Otto von Guericke University Magdeburg, Leipziger Straße 44, Magdeburg, 39120, Germany, 49 3916724302.ORCID http://orcid.org/0000-0003-4935-1904
Lena KannengießerInstitute of Social Medicine and Health Systems Research, Medical Faculty, Otto von Guericke University Magdeburg, Leipziger Straße 44, Magdeburg, 39120, Germany, 49 3916724302.ORCID http://orcid.org/0009-0001-8637-4614
Esther Ivanka GrätschInstitute of Social Medicine and Health Systems Research, Medical Faculty, Otto von Guericke University Magdeburg, Leipziger Straße 44, Magdeburg, 39120, Germany, 49 3916724302.ORCID http://orcid.org/0009-0009-6753-8781
Jaekyung ShinInstitute of Social Medicine and Health Systems Research, Medical Faculty, Otto von Guericke University Magdeburg, Leipziger Straße 44, Magdeburg, 39120, Germany, 49 3916724302.ORCID http://orcid.org/0009-0002-8551-4520
Mengtong LiInstitute of Social Medicine and Health Systems Research, Medical Faculty, Otto von Guericke University Magdeburg, Leipziger Straße 44, Magdeburg, 39120, Germany, 49 3916724302.ORCID http://orcid.org/0000-0002-3187-6115
Christian Joachim ApfelbacherInstitute of Social Medicine and Health Systems Research, Medical Faculty, Otto von Guericke University Magdeburg, Leipziger Straße 44, Magdeburg, 39120, Germany, 49 3916724302.ORCID http://orcid.org/0000-0003-3805-8219

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The COVID-19 pandemic has placed a significant burden on health professionals (HPs). They face higher infection risks due to the nature of their work environment and patient care responsibilities. Their ability to access and apply reliable COVID-19 information affects their own preventive behavior and that of those around them. In this context, health literacy (HL) has become increasingly important. Despite extensive research, information to foster COVID-19-related HL in HPs remains limited. Objective: This systematic review aimed to identify, appraise, and synthesize intervention studies on the effectiveness of COVID-19-related HL interventions in HPs. Methods: Five electronic databases (eg, PubMed (MEDLINE), Embase), six clinical trials registries (eg, ISRCTN registry), one preprint server (MEDRXIV), published conference proceedings, and five gray literature databases (eg, opengrey.eu, ProQuest) were searched in May 2022 and updated in August 2025. Reference lists of included studies were screened manually. Two reviewers independently screened titles, abstracts, and full-texts according to eligibility criteria and extracted data; disagreements were resolved by discussion or consultation with a third reviewer. We included randomized controlled trials (RCTs), nonrandomized studies of interventions, and uncontrolled before-and-after studies evaluating the effectiveness of any COVID-19-related HL intervention. Primary outcomes include COVID-19-related HL, its four facets (access, understand, appraise, and apply COVID-19 information), and indicators (eg, COVID-19-related knowledge), assessed at postintervention and follow-up. When studies were sufficiently similar, random-effects meta-analyses were performed; otherwise, a narrative synthesis was provided. Risk of bias was assessed using validated tools based on study design, and the overall certainty of the evidence was evaluated by the GRADE (Grading of Recommendations, Assessment, Development, and Evaluation) approach. Results: We included 15 RCTs (2034 participants), 4 nonrandomized studies of interventions (291 participants), 74 uncontrolled before-and-after studies (327,298 participants), 5 ongoing studies, and 1 study with awaiting classification. Interventions targeted a broad range of health occupational groups. Intervention type, delivery mode, methods, settings, and comparator varied widely. No outcome measure explicitly referred to an HL model. Most studies aimed to enhance COVID-19-related knowledge and skills, and had a high risk of bias. COVID-19-related interventions may increase knowledge of vaccines (standardized mean difference 1.00; 95% CI 0.33 to 1.67, I2=24%), and the infection prevention control skills, such as donning and doffing of personal protective equipment (standardized mean difference 1.95; 95% CI 1.82 to 3.09, I2=46%), but the evidence remains very uncertain. Conclusions: COVID-19-related HL interventions may promote HP's short-term competencies in infection control. However, the evidence remains uncertain, primarily due to the low quality of studies, characterized by a high risk of bias. Interventions specifically designed to enhance the full COVID-19 HL operationalized by its four facets are lacking. High-quality RCTs with sufficient statistical power, grounded in HL theoretical principles, are needed to achieve precise understanding.

Indexed as

COVID-19Health LiteracyHealth PersonnelHumansPandemicsSARS-CoV-2comparative effectiveness researchhealth educationhealth literacyinfection controlpandemicsSARS-CoV-2

Identifiers

PMID42430764
PMCPMC13360183

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.