ArticleMedical education online2021
Anxiety is associated with extraneous cognitive load during teaching using high-fidelity clinical simulation.
Article in Medical education online, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.
- Enhancing nursing competency through virtual reality simulation among nursing students: a systematic review and meta-analysis.Frontiers in medicine · 2024Pooled it
- Effect of Virtual Reality Relaxation on Alarm Fatigue and Professional Quality of Life Among Nurses in Intensive Care Units.Health science reports · 2026Article
- The "Testing Effect" in Undergraduate Endodontic Education: The Impact of Regular Low Stakes Testing on Learning Outcomes and Student Engagement.International endodontic journal · 2026Article
- Clinical Skill Anxiety and Its Determinants Among Clinical-Year Health Science Students in Ethiopia: An Institutional-Based Cross-Sectional Study.Nursing open · 2026Article
- The predictive effects of AI anxiety on 21st-century skills and lifelong learning tendencies: a study of pre-service teachers in Northern Cyprus.Frontiers in psychology · 2026Article
- Incidence of cognitive errors in difficult airway management: an inference human factors study from the Pediatric Difficult Intubation Registry.British journal of anaesthesia · 2025Article
- Article
- A Comparison of Pre- and Post-Clinical Simulation Anxiety Levels of Undergraduate Medical Students Before and During the COVID-19 Pandemic: A Prospective Cohort Study.Behavioral sciences (Basel, Switzerland) · 2025Article
- Challenging Cognitive Load Theory: The Role of Educational Neuroscience and Artificial Intelligence in Redefining Learning Efficacy.Brain sciences · 2025Review
- Evaluation of the Effectiveness of Standard Precaution Training on Disposition of Occupational Blood Exposure Among Healthcare Trainees: A Pre-Post Intervention Study.Advances in medical education and practice · 2025Article
- Dynamic calibration of self-efficacy to cognitive load: the longitudinal mediation effect of state anxiety.BMC psychology · 2024Article
- Relationship Between Cognitive Load Theory, Intrinsic Motivation and Emotions in Healthcare Professions Education: A Perspective on the Missing Link.Advances in medical education and practice · 2024Article
- Progressive muscle relaxation in pandemic times: bolstering medical student resilience through IPRMP and Gagne's model.Frontiers in psychology · 2024Article
- Evaluating an obstetrics and gynecology teaching program for medical students incorporating simulation-based education underpinned by cognitive load theory.Frontiers in medicine · 2024Article
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
High-fidelity clinical simulation is currently a well-established teaching tool. However, high-fidelity representations of patients in critical conditions have the potential to elicit emotions among learners and impact their cognitive load (CL). Teaching with clinical simulation may induce both emotional and cognitive overloads. The relationship between anxiety and CL during clinical simulation was studied. Forty-one undergraduate medical students participated in this study; 19 males and 22 females. The state-anxiety component of State-Trait Anxiety Inventory was administered during clinical simulation teaching sessions at time points: pre-scenario, post-scenario and post-debriefing. The Cognitive Load Scale (Leppink et al.) questionnaire was also completed post-scenario. This assessed the three components of CL: intrinsic cognitive load (ICL), extraneous cognitive load (ECL) and self-perceived learning (SPL). Median CL scores for ICL, ECL and SPL were compared between groups of low-anxiety and high-anxiety participants using a Mann-Whitney U test. State-anxiety scores were high for both the pre-scenario and post-scenario time points with a significant reduction following post-debriefing. The median (interquartile range) state-anxiety scores were 41.0 (33.0-50.0), 46.0 (33.0-52.0) and 31.0 (23.0-39.0) for the pre-scenario, post-scenario and post-debriefing time points respectively. Students with high state-anxiety had higher ECL scores (median = 2.0) than students with low state-anxiety (median = 0.9) at the post scenario time point (U = 220, p = 0.043). No statistical relation was seen with state-anxiety for either ICL or SPL. State-anxiety immediately after the simulation scenario is associated with ECL but not ICL or SPL.
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