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Partial least square structural equation modelling (PLS-SEM) in knowledge management studies: Knowledge sharing in virtual communities 知识管理研究中的偏最小二乘结构方程模型:虚拟社区中的知识共享
IF 2.4 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-03-26 DOI: 10.34105/j.kmel.2022.14.007
Muhammad Ashraf Fauzi
Partial least square structural equation modelling (PLS-SEM) has been used as a popular research method in various disciplines, including knowledge management (KM). This paper reviews how PLS-SEM has been used in KM studies, which focus on knowledge sharing in the context of virtual community (VC). The review includes 30 articles published from 2007 to 2019. The review discusses the reasons behind the use of the PLS-SEM, data and model characteristics, evaluation of measurement, and structural model in these studies. This paper also provides guidance on how PLS-SEM can be better used and applied in future research.
偏最小二乘结构方程建模(PLS-SEM)已成为包括知识管理(KM)在内的各个学科的热门研究方法。本文综述了PLS-SEM在虚拟社区背景下知识共享研究中的应用。该综述包括2007年至2019年发表的30篇文章。本文讨论了在这些研究中使用PLS-SEM的原因、数据和模型特征、测量评估和结构模型。本文还为PLS-SEM在未来的研究中如何更好地使用和应用提供了指导。
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引用次数: 13
The perception and attitude of nursing students towards online learning during the Covid-19 lockdown in South West Nigeria 在尼日利亚西南部Covid-19封锁期间,护理学生对在线学习的看法和态度
IF 2.4 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-03-26 DOI: 10.34105/j.kmel.2022.14.003
H. O. Oladele, J. Opele, Temidayo Olasinbo, Avwioro Adebukunola Olajumoke, Afolabi Odunitan, Tawakalitu Awotorebo, Temidayo Avwioro, A. Afolabi, Odunitan Tawakalitu Awotorebo, Odunitan Tawakalitu
Online teaching and learning have received widespread acceptance in recent years due to the outbreak of the COVID-19 pandemic. The current study set out to determine nursing students’ perception and attitude to the online learning model (OLM) in the schools of nursing within South-West Nigeria. The study employed a descriptive cross-sectional design to collect data among nursing students. A self-developed questionnaire was used in this study to collect data via online google.form.com. Data analysis involves application of Relative Importance Index (RII). Findings revealed a high level of perception about online classes. Main attitudinal traits demonstrated by students were getting easily distracted, engaging in multiple tasks and having family distractions. Family members also distracted the teachers. Poor electricity supply, unstable internet network, and financial constraint were the major barriers encountered. In conclusion, we found that nursing students in South-West Nigeria demonstrated a positive disposition to online learning and have a good attitude towards it.
近年来,由于新冠肺炎疫情的爆发,在线教学得到了广泛认可。目前的研究旨在确定尼日利亚西南部护理学校护理学生对在线学习模式(OLM)的看法和态度。本研究采用描述性横断面设计收集护生资料。本研究使用自行开发的问卷,透过google.form.com网站收集资料。数据分析涉及到相对重要性指数(Relative Importance Index, RII)的应用。调查结果显示,人们对在线课程的认知度很高。学生表现出的主要态度特征是容易分心、从事多项任务和受家庭干扰。家庭成员也分散了老师的注意力。电力供应差、互联网不稳定、资金紧张是主要障碍。综上所述,我们发现尼日利亚西南部的护理专业学生对在线学习表现出积极的倾向和良好的态度。
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引用次数: 7
Connecting digital literacy in higher education to the 21st century workforce 将高等教育中的数字素养与21世纪的劳动力联系起来
IF 2.4 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-03-26 DOI: 10.34105/j.kmel.2022.14.004
Nasreen Khan, Abdullah Sarwar, T. B. Chen, Shereen Khan
The remarkable advancements in technology have affected the way people engage, work, and learn. Digital literacy, also known as virtual learning, has the potential to improve lifelong learning. Workplace skills evolve at such a rapid pace that no school system can keep up with the continual need to alter how we work and live. Most crucially, our society's profound changes require young people to acquire new abilities. Malaysia has a long-term vision that calls for sustainable and productivity-driven growth that can only be accomplished with digitally literate employees. Although to some extent Malaysia education system has been initiating, there is very limited research that focuses on what drives digital literacy. There is no proper framework or guidelines that can be used as a blueprint to prepare the young graduates in the 21st-century workforce. The purpose of the study is to examine the drivers of digital literacy that can be taught in higher institutions and apply in today's digital workplace. This research focused on young adults as a unit of analysis and a quantitative method was used to collect the data. A total of 300 young individuals responded through self-administered questionnaires. The finding of the research showed that critical skills, operational skills, visual learning style, collaborative learning style and learning system enhance digital literacy. Finding further recommend that digital literacy improve both academic performance and employability. From this research, solutions can be proposed to both academicians and employers in achieving the digital literate graduates for the 21st-century workforce.
科技的显著进步影响了人们参与、工作和学习的方式。数字素养,也被称为虚拟学习,具有改善终身学习的潜力。职场技能的发展速度如此之快,以至于没有任何学校系统能够跟上不断改变我们工作和生活方式的需求。最关键的是,我们社会的深刻变化要求年轻人获得新的能力。马来西亚有一个长期的愿景,要求可持续和生产力驱动的增长,只有具备数字素养的员工才能实现。虽然马来西亚的教育系统在某种程度上已经开始,但关注是什么推动了数字素养的研究非常有限。没有合适的框架或指导方针可以作为蓝图,帮助年轻毕业生为21世纪的劳动力做好准备。该研究的目的是研究高等院校可以教授的数字素养驱动因素,并将其应用于当今的数字化工作场所。本研究以年轻人为分析单位,采用定量方法收集数据。共有300名年轻人通过自我管理的问卷进行了回答。研究结果表明,关键技能、操作技能、视觉学习方式、协作学习方式和学习系统提高了数字素养。研究结果进一步表明,数字素养可以提高学习成绩和就业能力。通过这项研究,可以向学者和雇主提出解决方案,以实现21世纪劳动力的数字素养毕业生。
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引用次数: 25
Enhancing customer satisfaction through open innovation communities: A comparison of knowledge management approaches 通过开放式创新社区提高客户满意度:知识管理方法的比较
IF 2.4 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-03-26 DOI: 10.34105/j.kmel.2022.14.006
Organizational learning integrates core specialized tacit resources and knowledge to facilitate development of strategic interdisciplinary knowledge development, integration, management and innovation. To promote open innovation within a gig economy, we address three problems: first, to identify which knowledge management view may contribute more in deriving, creating and increasing value and customer satisfaction; second, to educate users to learn, improve, and transfer the value to his/her designs via the user innovation community’s (UIC) feedback; third, from the reviews and findings, to identify implications/factors that we should pay more attention to when synergizing strategies and technology amidst co-evolving markets. Scoping our research to individual and additive/incremental Resource-based view (RBV-KM), Knowledge-based view (KBV-KM), and Mixed-based view (MBV-KM) knowledge management approaches, the UIC are framed (positioned) as novice product designers-customers learning via HerAll, a Malaysian B2C niche card design e-commerce website. Hypothetically, RBV-KM may evidence more participation; KBV-KM more meaningful knowledge-sharing, moderated by the leader’s design and leadership skills; MBV-KM better design outcomes, knowledge sharing and the highest designer-customer satisfaction. Findings indicate 75.85% overall average customer satisfaction for RBV-KM, 71.40% KBV-KM and 81.35% MBV-KM. These correspond with the Diamond model and Customer Relationship Models. With perceived value in the midst of inter-connected, co-evolving business models as motivator, customer satisfaction is influenced most by familiarity with the learning environment and tasks, followed by the type and quality of leadership, feedback/comments from the UIC, which influence the development of community and identity, ability, and cultural fit. Findings on the type and timing of rewards and (intelligent) guidance concur with prior literature.
组织学习整合核心的专业隐性资源和知识,促进战略性跨学科知识的开发、整合、管理和创新。为了在零工经济中促进开放式创新,我们解决了三个问题:首先,确定哪种知识管理观点可能在派生、创造和增加价值和客户满意度方面做出更大贡献;第二,通过用户创新社区(UIC)的反馈,教育用户学习、改进并将价值转移到他/她的设计中;第三,从回顾和调查结果中,找出在共同发展的市场中进行战略和技术协同时我们应该更加关注的影响/因素。将我们的研究范围扩大到个人和附加/增量基于资源的观点(RBV-KM),基于知识的观点(KBV-KM)和基于混合的观点(MBV-KM)知识管理方法,UIC被框架(定位)为通过HerAll(马来西亚B2C利基卡片设计电子商务网站)学习的新手产品设计师-客户。假设,RBV-KM可能表明更多的参与;KBV-KM更有意义的知识共享,受领导者设计和领导技能的调节;MBV-KM更好的设计成果,知识共享和最高的设计师-客户满意度。研究结果表明,RBV-KM总体平均满意度为75.85%,KBV-KM为71.40%,MBV-KM为81.35%。这些与Diamond模型和客户关系模型相对应。在相互联系、共同发展的商业模式中,感知价值作为激励因素,对学习环境和任务的熟悉程度对客户满意度的影响最大,其次是领导的类型和质量、UIC的反馈/评论,这些因素影响社区和身份、能力和文化契合度的发展。关于奖励和(智能)指导的类型和时间的研究结果与先前的文献一致。
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引用次数: 4
Effects of a writing strategy on improving text production skills among primary school students 写作策略对提高小学生文本生成技能的影响
IF 2.4 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-03-26 DOI: 10.34105/j.kmel.2022.14.001
The purpose of this research was to analyze the effects of a writing strategy for text production among primary school students with different cognitive styles (CS) in the field dependence-independence (FDI) dimension. The writing strategy is based on collaborative work, autonomous work, and work integrating technology, which is referred to as ACOTEC. The study was developed with a population of 63 students distributed in two randomly formed groups: one control and one experimental group. The control group developed writing exercises guided by a conventional strategy following the writing teaching processes according to the institution’s curriculum, while the experimental group adopted the ACOTEC strategy for the writing exercises. The results show the promising effects of the strategy on improving text production skills among primary school students with different CS in the FDI dimension.
本研究旨在分析不同认知风格小学生在场依赖-独立(FDI)维度上写作策略对文本生产的影响。写作策略基于协作工作、自主工作和工作集成技术,即ACOTEC。研究人员将63名学生随机分为两组:对照组和实验组。实验组采用ACOTEC策略进行写作练习,对照组采用传统策略指导,遵循学校课程的写作教学过程。结果显示,在FDI维度上,该策略对不同CS小学生文本制作技能的提升效果良好。
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引用次数: 0
Copy and paste in the electronic medical record: A scoping review 在电子病历中复制和粘贴:范围审查
IF 2.4 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-12-30 DOI: 10.34105/j.kmel.2021.13.028
Davy Borycki Elizabeth M. Amirav
Copy and paste (CPF) can be defined as the act of duplicating medical documentation from one section of the electronic medical record (EMR) and placing it verbatim in another section. The objective of this scoping review is to: 1) describe the prevalence of copy and paste usage in EMR documentation, 2) detail the known measurable safety hazards associated with its use, and 3) identify potential solutions and/or strategies that can be used to mitigate the negative consequences of the CPF while preserving its essential role in documentation efficiency. The Joanna Briggs Institute guidelines were used to identify, screen, and assess the text of articles for final inclusion in CPF article review. The primary search strategy for copy-paste articles was developed in PubMed® and then translated to CINAHL®, ScienceDirect®, and IEEExplore® to extract additional articles. Identified copy-paste articles were imported into Covidence®. Two reviewers determined the final articles that were included in the review. The search retrieved 63 publications of which 17 were identified for final inclusion. The scoping review revealed CPF of medical text is a common occurrence that cuts across all clinician types (e.g., physicians and nurses). The scoping review revealed that automated methods for finding duplication in electronic documentation had emerged. A limited number of studies with quantifiable harms associated with CPF were found. Clinicians stated that CPF: 1) had a negative impact on critical thinking, 2) led to medical complications being more likely to be overlooked, and 3) led to safety issues being missed with copy-paste content. A few different approaches were tested by researchers as alternatives to CPF. They included dictation systems, practice guidelines, note templates, highlighting of copied information, note splitting, and text insertion. CPF is long overdue for innovative approaches to minimizing patient risk and maximizing provider efficiency.
复制粘贴(CPF)可以定义为从电子病历(EMR)的一个部分复制医疗文档,并将其逐字放置在另一个部分的行为。本次范围审查的目标是:1)描述EMR文件中复制粘贴使用的普遍程度,2)详细说明与其使用相关的已知可测量的安全隐患,以及3)确定潜在的解决方案和/或策略,可用于减轻CPF的负面后果,同时保持其在文件效率方面的重要作用。乔安娜布里格斯研究所的指南被用于识别、筛选和评估文章的文本,以最终纳入CPF文章审查。复制粘贴文章的主要搜索策略在PubMed®中开发,然后翻译到CINAHL®,ScienceDirect®和IEEExplore®以提取其他文章。已识别的复制粘贴文章已导入covid®。两位审稿人确定了最终纳入审评的文章。检索到63份出版物,其中17份被确定为最终纳入。范围审查显示,医学文本的CPF是一种常见的现象,横跨所有临床医生类型(例如,医生和护士)。范围审查显示,已经出现了查找电子文件重复的自动化方法。发现与CPF相关的可量化危害的研究数量有限。临床医生指出,CPF: 1)对批判性思维有负面影响,2)导致医疗并发症更容易被忽视,3)导致复制粘贴内容的安全问题被忽视。研究人员测试了几种不同的方法作为CPF的替代品。它们包括听写系统、练习指南、笔记模板、抄写信息的高亮显示、笔记分割和文本插入。CPF早就应该采用创新方法来最大限度地降低患者风险和最大限度地提高提供者效率。
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引用次数: 1
Alert fatigue and errors caused by technology: A scoping review and introduction to the flow of cognitive processing model 技术引起的警觉疲劳和错误:认知加工模型的范围回顾和流程介绍
IF 2.4 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-12-30 DOI: 10.34105/j.kmel.2021.13.027
Technologies such as electronic health records (EHRs), embedded clinical decision support systems (CDSS) and computerized physician order entry (CPOE) systems are at the forefront of healthcare’s technological revolution. These health information technologies (HIT) pose great promise to improve patient safety, reduce medication errors and increase operational efficiencies in healthcare organizations. However, despite the perceived benefits that these complex technologies offer, their associated risks must not be overlooked or disregarded (Borycki et al., 2012). The objective of this article is to answer the following questions: 1) What is the nature of errors caused by technology (i.e., technology-induced errors) and alert fatigue in healthcare? 2) Is there a relationship between alert fatigue and technology-induced errors? 3) Do organizational strategies exist to address these problems and enhance patient safety? 4) Do technological recommendations exist to improve the current issues surrounding safety? To answer these questions a scoping review following the Arksey and O’Malley (2005) framework was conducted using the CINAHL®, Web of Science®, IEEE Xplore® and PubMed® databases. The search focused on English publications only, using the search terms “Alert Fatigue” and “Technology Errors.” Articles were iteratively assessed based on the inclusion and exclusion criteria, resulting in an inclusion of 36 articles in the final scoping review. Following this, a thematic analysis was conducted and the findings placed in a data extraction table. The results indicated that while HIT present a significant opportunity to streamline processes and reduce medication errors, there is a critical need to assess them from a patient safety and quality lens. Lastly, a novel conceptual tool was created, the Flow of Cognitive Processing Model. The model provides an iterative perspective and an insightful view into the cognitive realms of healthcare professionals in their interactions with HIT. By illustrating the complexities of healthcare providers from a humanistic lens, the model could guide HIT design, acquisitions and implementations to reduce alert fatigue and mitigate the introduction of technology-induced errors.
电子健康记录(EHRs)、嵌入式临床决策支持系统(CDSS)和计算机化医嘱输入(CPOE)系统等技术处于医疗保健技术革命的前沿。这些健康信息技术(HIT)为改善患者安全、减少用药错误和提高医疗保健组织的运营效率带来了巨大的希望。然而,尽管这些复杂的技术提供了明显的好处,但它们的相关风险也不能被忽视或忽视(Borycki et al., 2012)。本文的目的是回答以下问题:1)医疗保健中由技术引起的错误(即技术引起的错误)和警报疲劳的性质是什么?2)警觉性疲劳与技术引起的错误之间是否存在关系?是否存在解决这些问题和提高患者安全的组织策略?4)是否存在技术建议来改善当前的安全问题?为了回答这些问题,我们使用CINAHL®、Web of Science®、IEEE Xplore®和PubMed®数据库,按照Arksey和O 'Malley(2005)框架进行了范围审查。搜索只集中在英文出版物上,使用搜索词“警报疲劳”和“技术错误”。根据纳入和排除标准对文章进行了迭代评估,最终在范围审查中纳入了36篇文章。在此之后,进行了专题分析,并将调查结果列在数据提取表中。结果表明,虽然HIT为简化流程和减少用药错误提供了重要机会,但迫切需要从患者安全和质量的角度对其进行评估。最后,提出了一种新的概念工具——认知加工流程模型。该模型为医疗保健专业人员在与HIT互动时的认知领域提供了一个迭代的视角和深刻的观点。通过从人文角度说明医疗保健提供者的复杂性,该模型可以指导HIT的设计、获取和实施,以减少警报疲劳并减轻技术引起的错误的引入。
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引用次数: 3
Computerized provider order entry and patient safety: A scoping review 计算机化的供应商订单输入和患者安全:范围审查
IF 2.4 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-12-30 DOI: 10.34105/j.kmel.2021.13.025
As health systems in Canada are being modernized with the use of technologies, digital health tools are now increasingly being used to improve patient safety. Computerized Provider Order Entry (CPOE) is now being used in Canada and the technology may have an important impact on patient safety. The objective of this scoping review is to explore the impact of CPOE on patient safety in health care settings. Four databases were searched for studies related to CPOE and patient safety. Following title, abstract and then full text review, twelve studies were selected for further analyses. Several key themes emerged from the literature. The findings revealed several important themes: (1) the implementation of CPOE is an important aspect of patient safety, (2) comparisons of CPOE implementations across multiple sites or facilities were made, (3) the end-user experience of using CPOE was important, and (4) the evaluation of CPOE is key to establishing risk frameworks. Risk mitigation strategies and lessons for academia and industry are discussed. Overall, the scoping review revealed that although patient safety can be improved using CPOE, there is a large difference in realized impacts among healthcare systems.
由于加拿大的卫生系统正在使用技术实现现代化,数字卫生工具现在越来越多地用于改善患者安全。计算机化的医生订单输入(CPOE)目前正在加拿大使用,该技术可能对患者安全产生重要影响。本综述的目的是探讨CPOE对卫生保健环境中患者安全的影响。在四个数据库中检索了与CPOE和患者安全相关的研究。在题目、摘要、全文综述之后,选取了12篇研究作进一步分析。这些文献中出现了几个关键主题。研究结果揭示了几个重要的主题:(1)CPOE的实施是患者安全的一个重要方面;(2)对多个站点或设施的CPOE实施进行了比较;(3)使用CPOE的最终用户体验很重要;(4)CPOE的评估是建立风险框架的关键。讨论了减轻风险的战略以及学术界和工业界的经验教训。总体而言,范围审查显示,尽管使用CPOE可以改善患者安全,但在医疗保健系统中实现的影响存在很大差异。
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引用次数: 1
Introducing technological pedagogical content design: A model for transforming knowledge into practice 引入技术教学内容设计:知识转化为实践的模式
IF 2.4 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-12-30 DOI: 10.34105/j.kmel.2021.13.031
Zahra Hosseini, Kimmo Hytönen
With the extraordinary growth of both mis- and disinformation, it has become even more vital to prepare content to provide accurate information so that users receive concepts correctly. With the spread of the Internet and the Web 2.0, websites are responsible for publishing information. While most attention is on the advanced technology and graphics to attract users, many studies have indicated that users are not satisfied with the content of many websites. Hence, this paper introduces Technological Pedagogical Content Design (TPCD) model for explaining the concept of integration of pedagogy into content and technology. Further, practical instruction of using the TPCD model for designing digital services, especially websites is suggested. TPCD has fundamentally employed the concept of the Technological Pedagogical Content Knowledge (TPACK), which is a well-known framework in the field of teacher education to increase the teachers’ knowledge for integrating technology into teaching and learning. However, TPCD transforms TPC Knowledge into TPC Design as practice by integrating pedagogy into technology design in a broader context. TPCD uses human science findings to design a user-centered website with a pedagogical perspective for creating, selecting, and organizing content. Given the speed and variety of technology capabilities and the increasing content volume, TPCD helps designers identify target objectives, based on true users’ demands, and select appropriate content and suitable technological tools to increase desirability, usability, accessibility, and findability of information. Further, technical research on TPCD may open perspectives for developing a learning content management system for educational and other digital services.
随着错误信息和虚假信息的惊人增长,准备内容以提供准确的信息以使用户正确接受概念变得更加重要。随着互联网和Web 2.0的普及,网站承担了发布信息的责任。虽然大多数人关注的是先进的技术和图形来吸引用户,但许多研究表明,用户对许多网站的内容并不满意。为此,本文引入技术教学内容设计(TPCD)模型来解释教学与内容和技术相结合的概念。最后,提出了应用TPCD模型设计数字服务,特别是网站的实践指导。TPCD从根本上采用了技术教学内容知识(TPACK)的概念,这是教师教育领域一个著名的框架,以增加教师将技术融入教与学的知识。然而,TPCD通过在更广泛的背景下将教学法融入技术设计,将TPC知识转化为TPC设计实践。TPCD使用人类科学的发现来设计一个以用户为中心的网站,并从教学的角度来创建、选择和组织内容。考虑到技术能力的速度和多样性以及不断增加的内容量,TPCD可以帮助设计人员根据真正的用户需求确定目标,并选择适当的内容和合适的技术工具,以增加信息的可取性、可用性、可访问性和可查找性。此外,TPCD的技术研究可以为开发教育和其他数字服务的学习内容管理系统开辟前景。
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引用次数: 5
Editorial: Knowledge management and e-learning: Improving the safety of technologies and devices 社论:知识管理和电子学习:提高技术和设备的安全性
IF 2.4 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-12-30 DOI: 10.34105/j.kmel.2021.13.020
Technology and device safety has emerged as an important area of research across many disciplines. In this issue of Knowledge Management and e-Learning there is as exploration of some of the key issues and considerations surrounding safety. The issue has a range of papers that can be organized into several themes around safety including the design of systems, their implementation, user perceptions, emerging roles and education. A number of methods and approaches are described that can improve safety. Such research is critical to advancing the evidence base and knowledge in safety science and is an essential aspect of foundational and iterative improvement of technology safety over time.
技术和设备安全已成为跨多个学科研究的一个重要领域。本期《知识管理与电子学习》探讨了围绕安全的一些关键问题和考虑因素。这个问题有一系列的论文,可以围绕安全组织成几个主题,包括系统的设计,它们的实施,用户的看法,新兴的角色和教育。描述了一些可以提高安全性的方法和途径。这类研究对于推进安全科学的证据基础和知识至关重要,是技术安全基础和迭代改进的重要方面。
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引用次数: 0
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