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Correlating Personal Resourcefulness and Psychomotor Skills: An Analysis of Stress, Visual Attention and Technical Metrics

Modern surgical education is focused on making use of the available technologies in order to train and assess surgical skill acquisition. Innovative technologies for the automatic, objective assessment of nontechnical skills are currently under research. The main aim of this study is to determine wh...

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Autores principales: Guzmán-García, Carmen, Sánchez-González, Patricia, Margallo, Juan A. Sánchez, Snoriguzzi, Nicola, Rabazo, José Castillo, Margallo, Francisco M. Sánchez, Gómez, Enrique J., Oropesa, Ignacio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838092/
https://www.ncbi.nlm.nih.gov/pubmed/35161582
http://dx.doi.org/10.3390/s22030837
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author Guzmán-García, Carmen
Sánchez-González, Patricia
Margallo, Juan A. Sánchez
Snoriguzzi, Nicola
Rabazo, José Castillo
Margallo, Francisco M. Sánchez
Gómez, Enrique J.
Oropesa, Ignacio
author_facet Guzmán-García, Carmen
Sánchez-González, Patricia
Margallo, Juan A. Sánchez
Snoriguzzi, Nicola
Rabazo, José Castillo
Margallo, Francisco M. Sánchez
Gómez, Enrique J.
Oropesa, Ignacio
author_sort Guzmán-García, Carmen
collection PubMed
description Modern surgical education is focused on making use of the available technologies in order to train and assess surgical skill acquisition. Innovative technologies for the automatic, objective assessment of nontechnical skills are currently under research. The main aim of this study is to determine whether personal resourcefulness can be assessed by monitoring parameters that are related to stress and visual attention and whether there is a relation between these and psychomotor skills in surgical education. For this purpose, we implemented an application in order to monitor the electrocardiogram (ECG), galvanic skin response (GSR), gaze and performance of surgeons-in-training while performing a laparoscopic box-trainer task so as to obtain technical and personal resourcefulness’ metrics. Eight surgeons (6 nonexperts and 2 experts) completed the experiment. A total of 22 metrics were calculated (7 technical and 15 related to personal resourcefulness) per subject. The average values of these metrics in the presence of stressors were compared with those in their absence and depending on the participants’ expertise. The results show that both the mean normalized GSR signal and average surgical instrument’s acceleration change significantly when stressors are present. Additionally, the GSR and acceleration were found to be correlated, which indicates that there is a relation between psychomotor skills and personal resourcefulness.
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spelling pubmed-88380922022-02-13 Correlating Personal Resourcefulness and Psychomotor Skills: An Analysis of Stress, Visual Attention and Technical Metrics Guzmán-García, Carmen Sánchez-González, Patricia Margallo, Juan A. Sánchez Snoriguzzi, Nicola Rabazo, José Castillo Margallo, Francisco M. Sánchez Gómez, Enrique J. Oropesa, Ignacio Sensors (Basel) Article Modern surgical education is focused on making use of the available technologies in order to train and assess surgical skill acquisition. Innovative technologies for the automatic, objective assessment of nontechnical skills are currently under research. The main aim of this study is to determine whether personal resourcefulness can be assessed by monitoring parameters that are related to stress and visual attention and whether there is a relation between these and psychomotor skills in surgical education. For this purpose, we implemented an application in order to monitor the electrocardiogram (ECG), galvanic skin response (GSR), gaze and performance of surgeons-in-training while performing a laparoscopic box-trainer task so as to obtain technical and personal resourcefulness’ metrics. Eight surgeons (6 nonexperts and 2 experts) completed the experiment. A total of 22 metrics were calculated (7 technical and 15 related to personal resourcefulness) per subject. The average values of these metrics in the presence of stressors were compared with those in their absence and depending on the participants’ expertise. The results show that both the mean normalized GSR signal and average surgical instrument’s acceleration change significantly when stressors are present. Additionally, the GSR and acceleration were found to be correlated, which indicates that there is a relation between psychomotor skills and personal resourcefulness. MDPI 2022-01-22 /pmc/articles/PMC8838092/ /pubmed/35161582 http://dx.doi.org/10.3390/s22030837 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Guzmán-García, Carmen
Sánchez-González, Patricia
Margallo, Juan A. Sánchez
Snoriguzzi, Nicola
Rabazo, José Castillo
Margallo, Francisco M. Sánchez
Gómez, Enrique J.
Oropesa, Ignacio
Correlating Personal Resourcefulness and Psychomotor Skills: An Analysis of Stress, Visual Attention and Technical Metrics
title Correlating Personal Resourcefulness and Psychomotor Skills: An Analysis of Stress, Visual Attention and Technical Metrics
title_full Correlating Personal Resourcefulness and Psychomotor Skills: An Analysis of Stress, Visual Attention and Technical Metrics
title_fullStr Correlating Personal Resourcefulness and Psychomotor Skills: An Analysis of Stress, Visual Attention and Technical Metrics
title_full_unstemmed Correlating Personal Resourcefulness and Psychomotor Skills: An Analysis of Stress, Visual Attention and Technical Metrics
title_short Correlating Personal Resourcefulness and Psychomotor Skills: An Analysis of Stress, Visual Attention and Technical Metrics
title_sort correlating personal resourcefulness and psychomotor skills: an analysis of stress, visual attention and technical metrics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838092/
https://www.ncbi.nlm.nih.gov/pubmed/35161582
http://dx.doi.org/10.3390/s22030837
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