ArticleScientific reports2026
Professional burnout among dietitians and the perceived role of artificial intelligence tools.
Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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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.
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Authors and funding
3 authors.
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Abstract
Professional burnout is an increasingly recognized problem among healthcare professionals, including dietitians, and may negatively affect both job satisfaction and quality of patient care. This study aimed to assess the prevalence of burnout among dietitians and to explore the potential role of artificial intelligence (AI) tools in its prevention. A diagnostic survey method was applied using two original questionnaires. The first survey (2024) assessed burnout among practicing dietitians (n = 145), while the second survey (2025) examined the use of AI tools among dietitians and dietetics students (n = 145). Burnout symptoms were reported by 41% of dietitians, and significant associations were observed between workplace setting and perceived professional recognition, as well as collaboration within interdisciplinary teams. The majority of respondents indicated that AI tools helped optimize their professional work, particularly in developing dietary recommendations, meal plans, and educational content. Chatbots and content generators were the most frequently used AI solutions. The findings suggest that professional burnout may represent a relevant issue among dietitians and that AI-based tools are perceived as supportive in optimizing professional tasks. Further research is required to evaluate the long-term impact of AI use on mental well-being and professional practice in dietetics.
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Registered trials
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.