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Background: Typically, nurse education curricula are separated into the teaching of theoretical knowledge and practical skills. This separation may hinder nursing students' development of clinical reasoning skills, making it difficult for them to prioritize tasks and make decisions about interventions. Illness scripts have been shown to help medical students improve their clinical reasoning skills; however, they are rarely used in nurse education.
Objectives: To evaluate the influence of illness script teaching method on post-baccalaureate nursing students' clinical reasoning skills.
Design: The study adopted a single-arm quantitative pre-experimental research design and incorporated qualitative focus group discussions.
Settings/participants: This study was conducted at a university in northern Taiwan. Participants included 35 post-baccalaureate nursing students who were enrolled in an elective course focused on clinical skills.
Methods: To enhance nursing students' clinical reasoning skills, illness scripts for five clinical scenarios were developed and implemented as part of their curriculum. The Nurses Clinical Reasoning Scale was utilized to assess self-rated clinical reasoning abilities, while dual-teacher scoring was used to evaluate clinical reasoning objectively. The VARK learning preference questionnaire was used to examine how learning preferences affect learning outcomes. After the course, semi-structured focus groups were held to collect student feedback on the effectiveness of the teaching methods and the learning outcomes.
Results: This study's quantitative and qualitative results show that illness script-based teaching improves nursing students' clinical reasoning. Quantitative results showed significant objective reasoning score improvements. However, minimal changes in self-rated scores suggest a learning style-influenced gap between perceived and actual abilities. Qualitative findings showed that students valued linking clinical issues to practical applications but struggled with knowledge gaps and engagement.
Conclusions: The illness script teaching method improved students' understanding of clinical scenarios and enhanced their clinical reasoning abilities. Incorporating illness scripts into nurse education was beneficial for nursing students.
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http://dx.doi.org/10.1016/j.nedt.2024.106401 | DOI Listing |
Endocr J
September 2025
Institute of Liberal Arts and Science, Kanazawa University, Kanazawa, Japan.
GPT-4o, a general-purpose large language model, has a Retrieval-Augmented Variant (GPT-4o-RAG) that can assist in dietary counseling. However, research on its application in this field remains lacking. To bridge this gap, we used the Japanese National Examination for Registered Dietitians as a standardized benchmark for evaluation.
View Article and Find Full Text PDFEur J Pharmacol
September 2025
Department of Clinical Pharmacy and Toxicology, Leiden University Medical Centre, Leiden, The Netherlands. Electronic address:
Introduction: Critical thinking and clinical reasoning are crucial skills for healthcare professionals, particularly in clinical pharmacology, where decision making directly impacts patient care. However, there is a gap in the literature on how to foster these skills effectively. Therefore, the aim of this study was to map and examine the evidence of authentic learning environments in healthcare education in developing critical thinking and clinical reasoning skills in pharmacology.
View Article and Find Full Text PDFVaccine
September 2025
Biostatistics Research Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA.
Background: Covid-19 vaccines are updated to match circulating strains based on reasoning that better strain-matched immunogenicity should provide better protection. Randomized evidence with disease endpoints to support strain matching is lacking. We evaluated COVID-19 incidence among adults randomized to a second booster of Prototype or Omicron-based vaccines.
View Article and Find Full Text PDFChannels (Austin)
December 2025
Biorheology Research Laboratory, Faculty of Health, Griffith University, Gold Coast, Australia.
The hallmarks of mechanosensitive ion channels have been observed for half a century in various cell lines, although their mechanisms and molecular identities remained unknown until recently. Identification of the bona fide mammalian mechanosensory Piezo channels resulted in an explosion of research exploring the translation of mechanical cues into biochemical signals and dynamic cell morphology responses. One of the Piezo isoforms - Piezo1 - is integral in the erythrocyte (red blood cell; RBC) membrane.
View Article and Find Full Text PDFJ Palliat Med
September 2025
Skaggs School of Pharmacy & Pharmaceutical Sciences, UC San Diego Health Sciences, San Diego, California, USA.
Artificial intelligence (AI), particularly large language models (LLMs), offers the potential to augment clinical decision-making, including in palliative care pharmacy, where personalized treatment and assessments are important. Despite the growing interest in AI, its role in clinical reasoning within specialized fields such as palliative care remains uncertain. This study examines the performance of four commercial-grade LLMs on a Script Concordance Test (SCT) designed for pharmacy students in a pain and palliative care elective, comparing AI outputs with human learners' performance at baseline.
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