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ObjectiveIn a previous randomized controlled trial, we found immersive virtual reality (VR) simulation to be effective for teaching procedural skills to medical students. We further investigated this interface's usability and cognitive load.MethodsThis was a secondary analysis of data from a previous randomized controlled trial. Twenty-two medical students with no or limited experience with VR and chest tube insertion received training for chest tube insertion using a commercially available immersive VR simulation. Participants completed post-training surveys on usability (System Usability Scale, SUS, from 0-100) and cognitive load (Leppink's scale, 11-point, 10 items). Three types of cognitive loads (intrinsic, extraneous, and germane) were evaluated. Modified Objective Structured Assessment of Technical Skills (OSATS, 5-point, 11 items) for technical skills in a mannequin simulation were assessed after VR training, and in knowledge scores before and after training were extracted to analyze their relationships with usability and cognitive load. Data are presented as median (interquartile range).ResultsMedian scores (%) for the knowledge test were 46.7 (40.0-53.3) at baseline and 86.7 (80.0-90.3) after training. The OSATS score was 40.5 (35.5-49.3), and SUS was 82.5 (73.8-88.8, with significant correlation between these variables (r = 0.51, = 0.04). The intrinsic, extrinsic, and germane cognitive loads were 3.7 (1.8-6.1), 0.15 (0-1.4), and 9.2 (6.0-10), respectively.ConclusionCognitive load and usability of immersive VR simulation were reported to be excellent. Along with its effectiveness shown previously, VR simulation is a highly acceptable approach for teaching technical skills to medical students.
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http://dx.doi.org/10.1177/15533506251339920 | DOI Listing |
Anat Sci Educ
September 2025
Division of Clinical Anatomy, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.
Although ultrasound (US) appears to complement traditional anatomy teaching, limited objective data exist on its efficacy. Existing literature often relies on student perceptions rather than performance-based outcomes. Additionally, the role of spatial understanding (SU)-the ability to mentally manipulate and interpret 3D anatomical relationships-and cognitive load (CL)-the mental effort required to learn-remains underexplored in the context of US-based instruction.
View Article and Find Full Text PDFMedicine (Baltimore)
September 2025
Department of Obstetrics, Nantong University Affiliated Maternal and Child Health Hospital, Nantong, Jiangsu, China.
This study aimed to evaluate the association between a dietary education approach grounded in the transtheoretical model and cognitive load theory and glycemic control and pregnancy-related outcomes in patients diagnosed with gestational diabetes mellitus (GDM). A retrospective analysis was performed using clinical data from 126 pregnant women with GDM who received care at our hospital between September 2021 and September 2023. Participants were grouped based on the type of nursing intervention received: a control group that underwent standard care and an observation group that received an additional cognitive load-informed dietary education program based on transtheoretical model.
View Article and Find Full Text PDFDev Psychol
September 2025
Department of Special Education, College of Education, University of Texas at Austin.
This study examined the role of domain-specific working memory and emotion regulation in the relation between mathematics anxiety and mathematics performance among 264 upper elementary students (Grades 3-5). Participants completed measures of mathematics testing and learning anxiety, verbal and numerical working memory, cognitive reappraisal, expressive suppression, general anxiety, mathematics self-efficacy, and calculation. Results showed that verbal working memory, but not numerical working memory, mediated the relation between mathematics testing anxiety and calculation.
View Article and Find Full Text PDFResusc Plus
November 2025
Department of Emergency Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan city, Taiwan.
PEC Innov
December 2025
Institute for General Practice and Palliative Care, Hannover Medical School, Germany.
Background: In healthcare education, virtual reality (VR), simulating real-world situations, is emerging as a tool to improve communication skills, particularly in sensitive scenarios involving patients and caregivers. While promising, VR-based education also poses challenges such as avatar realism, cognitive load, and the need for pedagogical grounding.
Objective: This protocol paper presents the VR-TALKS project, which aims to develop, apply, and evaluate VR scenarios designed to teach healthcare students communication skills in serious illness scenarios.