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In vitro evaluation of a computer-assisted decision support system for the primary care of polytrauma patients
INTRODUCTION: The management of polytraumatized patients is set in a stressful environment with numerous critical decisions in a brief amount of time. Working along a standardised procedure can improve the outcome for these patients and reduce mortality. To help clinical practitioners, we developed...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10520084/ https://www.ncbi.nlm.nih.gov/pubmed/37289225 http://dx.doi.org/10.1007/s00068-023-02295-9 |
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author | Vogel, Christoph Neumann, Juliane Kießling, Lisa Hempel, Gunther Neumuth, Thomas Kleber, Christian Osterhoff, Georg |
author_facet | Vogel, Christoph Neumann, Juliane Kießling, Lisa Hempel, Gunther Neumuth, Thomas Kleber, Christian Osterhoff, Georg |
author_sort | Vogel, Christoph |
collection | PubMed |
description | INTRODUCTION: The management of polytraumatized patients is set in a stressful environment with numerous critical decisions in a brief amount of time. Working along a standardised procedure can improve the outcome for these patients and reduce mortality. To help clinical practitioners, we developed “TraumaFlow”, a workflow management system for the primary care of polytrauma patients based on the current treatment guidelines. This study sought to validate the system and investigate its effect on user performance and perceived workload. METHODS: The computer-assisted decision support system was tested in two scenarios in a trauma room of a level 1 trauma centre by 11 final-year medical students and 3 residents. In simulated polytrauma scenarios, the participants functioned as a trauma leader. The first scenario was performed without decision support and the second with support by “TraumaFlow” via tablet. During each scenario, the performance was evaluated in a standardized assessment. After each scenario, the participants answered a questionnaire on workload [NASA Raw Task Load Index (NASA RTLX)]. RESULTS: In total, 14 participants (mean 28 ± 4 years, 43% female) managed 28 scenarios. During the first scenario without computer-assisted support, the participants achieved a mean of 6.6 out of 12 points (SD 1.2, range 5 to 9). With the support of TraumaFlow, the mean performance score was significantly higher with 11.6 out of 12 points (SD 0.5, range 11 to 12, p < 0.001). In the 14 scenarios performed without support, there was no run in which no errors were made. In comparison, ten of the 14 scenarios performed with TraumaFlow ran free of relevant errors. The mean improvement in the performance score was 42%. There was a significant decrease in the mean self-reported mental stress level in scenarios with support of TraumaFlow (55, SD 24) as compared to scenarios without support (72, SD 13, p = 0.041). CONCLUSION: In a simulated environment, computer-assisted decision-making improved the performance of the trauma leader, helped to adhere to clinical guidelines, and reduced stress in a fast-acting environment. In reality, this may improve the treatment outcome for the patient. |
format | Online Article Text |
id | pubmed-10520084 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-105200842023-09-27 In vitro evaluation of a computer-assisted decision support system for the primary care of polytrauma patients Vogel, Christoph Neumann, Juliane Kießling, Lisa Hempel, Gunther Neumuth, Thomas Kleber, Christian Osterhoff, Georg Eur J Trauma Emerg Surg Original Article INTRODUCTION: The management of polytraumatized patients is set in a stressful environment with numerous critical decisions in a brief amount of time. Working along a standardised procedure can improve the outcome for these patients and reduce mortality. To help clinical practitioners, we developed “TraumaFlow”, a workflow management system for the primary care of polytrauma patients based on the current treatment guidelines. This study sought to validate the system and investigate its effect on user performance and perceived workload. METHODS: The computer-assisted decision support system was tested in two scenarios in a trauma room of a level 1 trauma centre by 11 final-year medical students and 3 residents. In simulated polytrauma scenarios, the participants functioned as a trauma leader. The first scenario was performed without decision support and the second with support by “TraumaFlow” via tablet. During each scenario, the performance was evaluated in a standardized assessment. After each scenario, the participants answered a questionnaire on workload [NASA Raw Task Load Index (NASA RTLX)]. RESULTS: In total, 14 participants (mean 28 ± 4 years, 43% female) managed 28 scenarios. During the first scenario without computer-assisted support, the participants achieved a mean of 6.6 out of 12 points (SD 1.2, range 5 to 9). With the support of TraumaFlow, the mean performance score was significantly higher with 11.6 out of 12 points (SD 0.5, range 11 to 12, p < 0.001). In the 14 scenarios performed without support, there was no run in which no errors were made. In comparison, ten of the 14 scenarios performed with TraumaFlow ran free of relevant errors. The mean improvement in the performance score was 42%. There was a significant decrease in the mean self-reported mental stress level in scenarios with support of TraumaFlow (55, SD 24) as compared to scenarios without support (72, SD 13, p = 0.041). CONCLUSION: In a simulated environment, computer-assisted decision-making improved the performance of the trauma leader, helped to adhere to clinical guidelines, and reduced stress in a fast-acting environment. In reality, this may improve the treatment outcome for the patient. Springer Berlin Heidelberg 2023-06-08 2023 /pmc/articles/PMC10520084/ /pubmed/37289225 http://dx.doi.org/10.1007/s00068-023-02295-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Vogel, Christoph Neumann, Juliane Kießling, Lisa Hempel, Gunther Neumuth, Thomas Kleber, Christian Osterhoff, Georg In vitro evaluation of a computer-assisted decision support system for the primary care of polytrauma patients |
title | In vitro evaluation of a computer-assisted decision support system for the primary care of polytrauma patients |
title_full | In vitro evaluation of a computer-assisted decision support system for the primary care of polytrauma patients |
title_fullStr | In vitro evaluation of a computer-assisted decision support system for the primary care of polytrauma patients |
title_full_unstemmed | In vitro evaluation of a computer-assisted decision support system for the primary care of polytrauma patients |
title_short | In vitro evaluation of a computer-assisted decision support system for the primary care of polytrauma patients |
title_sort | in vitro evaluation of a computer-assisted decision support system for the primary care of polytrauma patients |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10520084/ https://www.ncbi.nlm.nih.gov/pubmed/37289225 http://dx.doi.org/10.1007/s00068-023-02295-9 |
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