Abstract
High-fidelity medical simulations refer to the use of computerized mannequins that simulate real-life scenarios. It is important to avoid stress and cognitive overload of students in order to ensure a productive learning. This study concerns the identification and assessment of events related to intrinsic cognitive loads (ICL), extraneous cognitive loads (ECL) and stress episodes through the analysis of physiological parameters. 170 students were enrolled in the study. Analysed heart rate (HR) and electrodermal activity (EDA) were acquired through Empatica E4 wristband. Cognitive load assessment was performed by evaluating peaks in HR, associable with ICL or ECL through video analysis. The stressful events were assessed considering EDA in relation to HR, according to Russell’s circumplex plan. Results show good achievements in students’ performance and an ICL increment and an ECL decrement during simulation repetition. The stressful conditions increase with the increasing difficulty of the simulations.
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References
Hobgood, C., Sherwood, G., Frush, K., Hollar, D., Maynard, L., Foster, B., Sawning, S., Woodyard, D., Durham, C., Wright, M., Taekman, J.: Teamwork training with nursing and medical students: does the method matter? Results on an inter-institutional, interdisciplinary collaboration. Qual. Saf. Health Care. 19, 1–6 (2010)
Leppink, J.: Cognitive load theory: practical implications and an important challenge. J. Taibah Univ. Med. Sci. 12(5), 385–391 (2017)
Kalakoski, V., Henelius, A., Oikarinen, E., Ukkonen, A., Puolamäki, K.: Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task. Behav. Inform. Technol. 38(10), 1038–1047 (2019)
Sweller, J., van Merrienboer, J.J.G., Paas, F.G.W.C.: Cognitive architecture and instructional design. Educ. Psychol. Rev. 10, 251–296 (1998)
IEA – International Ergonomics Association (2013)
Posner, J., Russell, J.A., Peterson, B.S.: The circumplex model of affect: an integrative approach to affective neuroscience, cognitive development, and psychopathology. Dev. Psychopathol. 17(3), 715–734 (2005)
De Waard, D.: The Measurement of Drivers’ Mental Workload. University of Groningen, The Traffic Research Centre VSC, The Netherlands (1996)
Rubio, S., Díaz, E., Martín, J., Puente, J.M.: Evaluation of subjective mental workload: a comparison of SWAT, NASA-TLX, and workload profile methods. Appl. Psychol. Int. Rev. 53(1), 61–86 (2003)
Spielberger, C.D.: State-Trait Anxiety Inventory for Adults Sampler Set Manual, Instrument and Scoring Guide (1983)
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Brunzini, A. et al. (2021). Cognitive Load and Stress Assessment of Medical High-Fidelity Simulations for Emergency Management. In: Cassenti, D., Scataglini, S., Rajulu, S., Wright, J. (eds) Advances in Simulation and Digital Human Modeling. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1206. Springer, Cham. https://doi.org/10.1007/978-3-030-51064-0_44
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DOI: https://doi.org/10.1007/978-3-030-51064-0_44
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