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Record W4406193028 · doi:10.1186/s12909-024-06539-z

A Delphi study on health literacy competencies for health professionals

2025· article· en· W4406193028 on OpenAlexaff
Anna-Sophia Beese, Rebecca Jaks, Elena Guggiari, Saskia Maria De Gani

Bibliographic record

VenueBMC Medical Education · 2025
Typearticle
Languageen
FieldHealth Professions
TopicHealth Literacy and Information Accessibility
Canadian institutionsHealth Care Foundation
Fundersnot available
KeywordsHealth literacyHealth careDelphi methodMedical educationCore competencyNumeracyMedicineLiteracyNursingPsychologyPublic relationsPolitical sciencePedagogyBusinessComputer science

Abstract

fetched live from OpenAlex

BACKGROUND: Health professionals play a key role in promoting health literacy, as they continue to be one of the main points of contact and most trusted source of information for healthcare users on questions and concerns regarding health and disease. To adequately support individuals in dealing with health information and services and to strengthen health literacy, health professionals need a corresponding set of knowledge, skills, and attitudes, hence they need a wide range of health literacy competencies. Despite their crucial role in guiding and supporting patients and their relatives in terms of health-related information and services, in-depth studies on health literacy competencies of health professionals are still scarce. Thus, the aim of this study was to identify and prioritize health literacy competencies of health professionals in German-speaking countries. METHODS: A modified, two-round Delphi study was conducted with 24 experts in the field of health literacy or a relevant field from Switzerland, Austria, and Germany. The experts were asked to evaluate and rate different competencies of health professionals regarding health literacy. RESULTS: As a result, 14 core competencies have been identified by the experts, including five items referring to the category "knowledge", seven items to the category "skills" and two items referring to the category "attitude". The identified competences indicate that health literate health professionals understand health literacy's importance, employ clear communication techniques, and actively engage patients to ensure comprehension. Furthermore, health literate health professionals recognize cultural barriers, use plain language, and maintain that effective communication is crucial for quality healthcare. Among the 14 core competencies, communication practices were reported to be of particular importance for practice-oriented, professional health literacy skills of health professionals. CONCLUSIONS: The identified set of health literacy competencies provides an essential groundwork for future assessments of competencies concerning professional health literacy among health professionals, their integration into curricula, and further development of tailor-made trainings and education.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.009
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.228
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.098
GPT teacher head0.599
Teacher spread0.502 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations10
Published2025
Admission routes1
Has abstractyes

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