Feasibility and Accessibility of Human-centered AI-based Simulation System for Improving the Occupational Safety of Clinical Workplace
Medical personnel need to learn occupational safety knowledge in clinical workplaces, not only to ensure their own safety, but also to further ensure patients safety. Based on Human-centered artificial intelligence (HAI) technology, this study will provide HAI-based occupational safety training syst...
| Main Authors: | , , , , , , , , , , |
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| Format: | Article |
| Language: | English |
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International Forum of Educational Technology & Society
2023-01-01
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| Series: | Educational Technology & Society |
| Subjects: | |
| Online Access: | https://www.j-ets.net/collection/published-issues/26_1#h.6601ldql4nlk |
| _version_ | 1797950694723944448 |
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| author | Pin-Hsuan Wang Anna YuQing Huang Yen-Hsun Huang Ying-Ying Yang Jiing-Feng Lirng Tzu-Hao Li Ming-Chih Hou Chen-Huan Chen Albert ChihChieh Yang Chi-Hung Lin Wayne Huey-Herng Sheu |
| author_facet | Pin-Hsuan Wang Anna YuQing Huang Yen-Hsun Huang Ying-Ying Yang Jiing-Feng Lirng Tzu-Hao Li Ming-Chih Hou Chen-Huan Chen Albert ChihChieh Yang Chi-Hung Lin Wayne Huey-Herng Sheu |
| author_sort | Pin-Hsuan Wang |
| collection | DOAJ |
| description | Medical personnel need to learn occupational safety knowledge in clinical workplaces, not only to ensure their own safety, but also to further ensure patients safety. Based on Human-centered artificial intelligence (HAI) technology, this study will provide HAI-based occupational safety training system for two training topics, Needle Stick/Sharps Injury (NSSI) prevention and appropriate Clinical Waste Management (CWM). From April 2018 to December 2021, this clinical occupational safety HAI training is used by 342 medical personnel (doctors and non-doctors). This study aims to investigate the learning performance and effectiveness including decreasing anxiety and increasing mastering level of users. This study shows that, for the first-time and feel-friendly users of this HAI training system, not only can they achieve significant learning improvement, but they can also effectively decrease their anxiety and increase their mastery level of clinical work safety knowledge and skill. In terms of learning performance and effectiveness, this study found that doctors are significantly benefited by the HAI training system in contrast to non-doctors. |
| first_indexed | 2024-04-10T22:19:11Z |
| format | Article |
| id | doaj.art-d3163cba192843f6b4165c2134a35aae |
| institution | Directory Open Access Journal |
| issn | 1176-3647 1436-4522 |
| language | English |
| last_indexed | 2024-04-10T22:19:11Z |
| publishDate | 2023-01-01 |
| publisher | International Forum of Educational Technology & Society |
| record_format | Article |
| series | Educational Technology & Society |
| spelling | doaj.art-d3163cba192843f6b4165c2134a35aae2023-01-18T05:53:30ZengInternational Forum of Educational Technology & SocietyEducational Technology & Society1176-36471436-45222023-01-01261160170https://doi.org/10.30191/ETS.202301_26(1).0012Feasibility and Accessibility of Human-centered AI-based Simulation System for Improving the Occupational Safety of Clinical WorkplacePin-Hsuan Wang0Anna YuQing Huang1Yen-Hsun Huang2Ying-Ying Yang3Jiing-Feng Lirng4Tzu-Hao Li5Ming-Chih Hou6Chen-Huan Chen7Albert ChihChieh Yang 8Chi-Hung Lin9Wayne Huey-Herng Sheu10Department of Medical Education, Clinical Innovation Center, Medical Innovation and Research Office, Taipei Veterans General Hospital, Taipei, Taiwan // Taipei Veterans General Hospital, Taipei, TaiwanComputer Science & Information Engineering, National Central University, Taoyuan City, TaiwanCollege of Medicine, National Yang Ming Chiao Tung University, Taipei, TaiwanDepartment of Medical Education, Clinical Innovation Center, Medical Innovation and Research Office, Taipei Veterans General Hospital, Taipei, Taiwan // College of Medicine, National Yang Ming Chiao Tung University, Taipei, TaiwanCollege of Medicine, National Yang Ming Chiao Tung University, Taipei, TaiwanCollege of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan // Division of Allergy, Immunology, and Rheumatology, Department of Internal Medicine, Shin Kong Wu Ho-Su Memorial HospitalTaipei Veterans General Hospital, Taipei, Taiwan // College of Medicine, National Yang Ming Chiao Tung University, Taipei, TaiwanDepartment of Medical Education, Clinical Innovation Center, Medical Innovation and Research Office, Taipei Veterans General Hospital, Taipei, Taiwan // College of Medicine, National Yang Ming Chiao Tung University, Taipei, TaiwanTaipei Veterans General Hospital, Taipei, Taiwan // College of Medicine, National Yang Ming Chiao Tung University, Taipei, TaiwanCollege of Medicine, National Yang Ming Chiao Tung University, Taipei, TaiwanTaipei Veterans General Hospital, Taipei, Taiwan // College of Medicine, National Yang Ming Chiao Tung University, Taipei, TaiwanMedical personnel need to learn occupational safety knowledge in clinical workplaces, not only to ensure their own safety, but also to further ensure patients safety. Based on Human-centered artificial intelligence (HAI) technology, this study will provide HAI-based occupational safety training system for two training topics, Needle Stick/Sharps Injury (NSSI) prevention and appropriate Clinical Waste Management (CWM). From April 2018 to December 2021, this clinical occupational safety HAI training is used by 342 medical personnel (doctors and non-doctors). This study aims to investigate the learning performance and effectiveness including decreasing anxiety and increasing mastering level of users. This study shows that, for the first-time and feel-friendly users of this HAI training system, not only can they achieve significant learning improvement, but they can also effectively decrease their anxiety and increase their mastery level of clinical work safety knowledge and skill. In terms of learning performance and effectiveness, this study found that doctors are significantly benefited by the HAI training system in contrast to non-doctors.https://www.j-ets.net/collection/published-issues/26_1#h.6601ldql4nlkclinical waste managementneedle stick sharp injuryvirtual reality |
| spellingShingle | Pin-Hsuan Wang Anna YuQing Huang Yen-Hsun Huang Ying-Ying Yang Jiing-Feng Lirng Tzu-Hao Li Ming-Chih Hou Chen-Huan Chen Albert ChihChieh Yang Chi-Hung Lin Wayne Huey-Herng Sheu Feasibility and Accessibility of Human-centered AI-based Simulation System for Improving the Occupational Safety of Clinical Workplace Educational Technology & Society clinical waste management needle stick sharp injury virtual reality |
| title | Feasibility and Accessibility of Human-centered AI-based Simulation System for Improving the Occupational Safety of Clinical Workplace |
| title_full | Feasibility and Accessibility of Human-centered AI-based Simulation System for Improving the Occupational Safety of Clinical Workplace |
| title_fullStr | Feasibility and Accessibility of Human-centered AI-based Simulation System for Improving the Occupational Safety of Clinical Workplace |
| title_full_unstemmed | Feasibility and Accessibility of Human-centered AI-based Simulation System for Improving the Occupational Safety of Clinical Workplace |
| title_short | Feasibility and Accessibility of Human-centered AI-based Simulation System for Improving the Occupational Safety of Clinical Workplace |
| title_sort | feasibility and accessibility of human centered ai based simulation system for improving the occupational safety of clinical workplace |
| topic | clinical waste management needle stick sharp injury virtual reality |
| url | https://www.j-ets.net/collection/published-issues/26_1#h.6601ldql4nlk |
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