ArticleEuropean archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery2025
Is there any room for ChatGPT AI bot in speech-language pathology?
Article in European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 4 papers.
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.
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.
Who cites it
4 citing papers in PubMed.
- Generative AI and Large Language Models in Rehabilitation: A Scoping Review.Life (Basel, Switzerland) · 2026Review
- Evaluating the role of ChatGPT in rehabilitation medicine: a narrative review.Frontiers in digital health · 2025Review
- The role of AI in the diagnosis of speech and language disorders: A systematic mapping study.Digital healthArticle
- Artificial Intelligence in Speech and Language Therapy: A Qualitative Comparative Analysis of Clinical Applications and Outcomes.Inquiry : a journal of medical care organization, provision and financingArticle
Corrections and comments
- Erratum issued
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeThis study investigates the potential of the ChatGPT-4.0 artificial intelligence bot to assist speech-language pathologists (SLPs) by assessing its accuracy, comprehensiveness, and relevance in various tasks related to speech, language, and swallowing disorders.
methodIn this cross-sectional descriptive study, 15 practicing SLPs evaluated ChatGPT-4.0's responses to task-specific queries across six core areas: report writing, assessment material generation, clinical decision support, therapy stimulus generation, therapy planning, and client/family training material generation. English prompts were created in seven areas: speech sound disorders, motor speech disorders, aphasia, stuttering, childhood language disorders, voice disorders, and swallowing disorders. These prompts were entered into ChatGPT-4.0, and its responses were evaluated. Using a three-point Likert-type scale, participants rated each response for accuracy, relevance, and comprehensiveness based on clinical expectations and their professional judgment.
resultsThe study revealed that ChatGPT-4.0 performed with predominantly high accuracy, comprehensiveness, and relevance in tasks related to speech and language disorders. High accuracy, comprehensiveness, and relevance levels were observed in report writing, clinical decision support, and creating education material. However, tasks such as creating therapy stimuli and therapy planning showed more variation with medium and high accuracy levels.
conclusionsChatGPT-4.0 shows promise in assisting SLPs with various professional tasks, particularly report writing, clinical decision support, and education material creation. However, further research is needed to address its limitations in therapy stimulus generation and therapy planning to improve its usability in clinical practice. Integrating AI technologies such as ChatGPT could improve the efficiency and effectiveness of therapeutic processes in speech-language pathology.
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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 OpenQuestion graph.