Evidence map›Paper›PMID 41709534›Full record

ArticleJournal of human nutrition and dietetics : the official journal of the British Dietetic Association2026

Exploring Dietitians' Needs and Challenges in Food Data Literacy Training: A Mixed Methods Study.

Stefania Xanthopoulou, Antonis Vlassopoulos, Elwira Gliwska, Marianna Kalliostra, Katarzyna Janiszewska, Wineke Remijnse, Maria Kapsokefalou

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Article in Journal of human nutrition and dietetics : the official journal of the British Dietetic Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Stefania XanthopoulouAgricultural University of Athens, Athens, Greece.ORCID https://orcid.org/0009-0009-7390-6915
Antonis VlassopoulosAgricultural University of Athens, Athens, Greece.
Elwira GliwskaEuropean Federation of Associations of Dietitians, The Hague, Netherlands.
Marianna KalliostraEuropean Federation of Associations of Dietitians, The Hague, Netherlands.
Katarzyna JaniszewskaEuropean Federation of Associations of Dietitians, The Hague, Netherlands.
Wineke RemijnseEuropean Federation of Associations of Dietitians, The Hague, Netherlands.
Maria KapsokefalouAgricultural University of Athens, Athens, Greece.

Funding

Erasmus+ 023-2-EL01-KA210-VET-000170644
6 · The paper itself

Abstract

introductionDietitians are a priority healthcare community for digital and data literacy training, as they are potential users of diverse data sources in multiple applications. Our aim was to assess the knowledge, practices, and challenges regarding food data and digital tools among dietitians and to co-create a tailor-made educational curriculum.

methodsA series of focus group discussions with dietitians (n = 10), food data and digital health specialists (n = 5 for each) were conducted, alongside an online survey among a larger dietetic audience (n = 58) from 17 European countries. Thematic analysis for focus group data and descriptive statistics for the quantitative survey was carried out to map the dietitians' knowledge and training needs regarding food data.

resultsThematic analysis resulted in seven key themes: definitions of food data, norms & drivers in food data use, uses of food data, data knowledge and skills, barriers, data sources and tools, training methods. Quantitative analysis showed that most dietitians are aware of food composition data, though 67.2% lack confidence in identifying different data types. While 69.5% reported awareness of available sources, only 50.8% believed they had access. While 67.2% of dietitians reported using digital tools at least monthly, 37.3% reported using them rarely or never. Almost 80% recognize the need for tailored educational resources. Based on those results, four training modules were developed: Fundamentals of Food Composition Databases. Applied Food Data in Dietetic Practice, Food Labelling and Regulatory Information, Digital Tools in dietetic practice.

conclusionsDespite frequent use and basic knowledge of food data, most dietitians see the need for further training in food data literacy and digital tool integration in dietetic practice.

Indexed as

DieteticsHealth Knowledge, Attitudes, PracticeNutritionistsCurriculumDigital HealthDigital MediaEuropeFocus GroupsHumansSurveys and Questionnairesdietetic education competenciesdietetic practicedietetic trainingdietitiansdigital toolsfood composition databasesfood data

Identifiers

PMID41709534
PMCPMC12917347

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.