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Operator selection for human-automation teaming: The role of manual task skill in predicting automation failure intervention 人机协作的操作员选择:人工任务技能在预测自动化故障干预中的作用
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-17 DOI: 10.1016/j.apergo.2024.104288
Natalie Griffiths , Vanessa Bowden , Serena Wee , Luke Strickland , Shayne Loft

Humans working in modern work systems are increasingly required to supervise task automation. We examined whether manual aircraft conflict detection skill predicted participants’ ability to respond to conflict detection automation failures in simulated air traffic control. In a conflict discrimination task (to assess manual skill), participants determined whether pairs of aircraft were in conflict or not by judging their relative-arrival time at common intersection points. Then in a simulated air traffic control task, participants supervised automation which either partially or fully detected and resolved conflicts on their behalf. Automation supervision required participants to detect when automation may have failed and effectively intervene. When automation failed, participants who had better manual conflict detection skill were faster and more accurate to intervene. However, a substantial proportion of variance in failure intervention was not explained by manual conflict detection skill, potentially reflecting that future research should consider other cognitive skills underlying automation supervision.

在现代工作系统中工作的人类越来越多地被要求监督任务自动化。我们研究了在模拟空中交通管制中,人工飞机冲突检测技能是否能预测参与者对冲突检测自动化故障的反应能力。在一项冲突辨别任务(评估人工技能)中,参与者通过判断两架飞机在共同交叉点的相对到达时间来判断它们是否发生冲突。然后,在模拟空中交通管制任务中,参与者监督部分或全部代表他们检测和解决冲突的自动化设备。自动化监督要求参与者检测自动化何时可能失灵,并进行有效干预。当自动化失效时,人工冲突检测技能较高的参与者会更快更准确地进行干预。然而,人工冲突检测技能无法解释失败干预中的很大一部分差异,这可能反映出未来的研究应该考虑自动化监督背后的其他认知技能。
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引用次数: 0
Equivalent weight: Application of the assessment method on real task conducted by railway workers wearing a back support exoskeleton 等效重量:在佩戴背部支撑外骨骼的铁路工人执行实际任务时应用评估方法
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-15 DOI: 10.1016/j.apergo.2024.104278
Christian Di Natali , Giorgio Buratti , Luca Dellera , Darwin Caldwell

Commonly used risk indexes, such as the NIOSH Lifting Index, do not capture the effect of exoskeletons. This makes it difficult for Health and Safety professionals to rigorously assess the benefit of such devices. The community requires a simple method to assess the effectiveness of back-support exoskeleton's (BSE) in possibly reducing ergonomic risk. The method introduced in this work is termed “Equivalent Weight” (EqW) and it proposes an interpretation of the effect built on the benefit delivered through reduced activation of the erector spinae (ES). This manifests itself as an apparent reduction of the lifted load perceived by the wearer. This work presents a pilot study where a practical application of the EqW method is used to assess the ergonomic risk in manual material handling (MMH) when using a back support exoskeleton (StreamEXO). The results are assessed by combining observational measurements from on-site testing with five different workers and quantitative measures of the muscle activity reduction achieved during laboratory evaluation with ten workers. These results will show that when lifting, lowering, and carrying a 19 kg load the StreamEXO can reduce risk by up to two levels (from “high” to “low”) in the target sub-tasks. The Lifting index (LI) was reduced up to 64% when examining specific sub-tasks and the worker's movement conduction.

常用的风险指数,如 NIOSH 提升指数,并不能反映外骨骼的效果。这使得健康与安全专业人员难以严格评估此类设备的益处。社会需要一种简单的方法来评估背部支撑外骨骼(BSE)在降低人体工学风险方面的效果。这项工作中引入的方法被称为 "等效重量"(EqW),它提出了一种通过减少竖脊肌(ES)的激活来解释效果的方法。这表现为穿戴者感觉到的抬起负荷明显减少。这项工作介绍了一项试点研究,该研究将 EqW 方法实际应用于评估使用背部支撑外骨骼(StreamEXO)进行人工材料搬运(MMH)时的人体工程学风险。评估结果将结合对五名不同工人进行现场测试时的观察测量结果,以及对十名工人进行实验室评估时肌肉活动减少情况的定量测量结果。这些结果将表明,在提升、降低和搬运 19 千克重物时,StreamEXO 可以将目标子任务中的风险最多降低两个等级(从 "高 "到 "低")。在检查特定的子任务和工人的动作传导时,提升指数(LI)最高可降低 64%。
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引用次数: 0
Analysis of driver behavior at grade-separated intersections to support design 分析平交路口的驾驶员行为,为设计提供支持
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-15 DOI: 10.1016/j.apergo.2024.104287
Yunmei Liu , David Kaber , Christopher Cunningham , Thomas Chase , Kihyun Pyo

Understanding driver behaviors in varied traffic scenarios is critical to the design of safe and efficient roadways and traffic control device. This research presents an analysis of driver cognitive workload, situation awareness (SA) and performance for three different scenarios, including a standard intersection and contraflow grade-separated intersections (C-GSI) and quadrant GSI (Q-GSI) with lane assignment sign manipulations. The study used a simulator-based driving experiment with application of the NASA Task Load Index and Situation Awareness Global Assessment Technique to assess the influence of the scenarios on driver behavioral responses. The findings reveal challenges for drivers navigating the C-GSI, characterized by diminished SA and elevated workload. These states were associated with behaviors such as delayed lane changes, missed opportunities for appropriate lane changes, heightened acceleration behavior within deceleration segments, and frequent speeding. In contrast, while drivers in the Q-GSI scenario faced elevated workloads, their SA remained steady, largely due to lane-specific signs facilitating early lane changes. Although the Q-GSI led to increased speed variability and slight increases in deceleration, the use of supplementary speed signage revealed a promising alternative to the S-intersection. Correlation analysis highlighted a significant relationship between mental workload and acceleration responses, indicating that increased acceleration was associated with higher mental workload. In addition, a significant negative correlation between driver perceived performance and absolute lane deviations indicated that drivers with higher self-assessed performance were more accurate in lane-keeping. The study underscores the need for GSIs and signage designs that support driver SA, manage cognitive workload to improve driver performance and increase road safety.

了解驾驶员在不同交通场景中的行为对于设计安全高效的道路和交通控制装置至关重要。本研究分析了三种不同场景下驾驶员的认知工作量、态势感知(SA)和性能,包括标准交叉路口、逆流分级交叉路口(C-GSI)和带有车道分配标志操作的象限GSI(Q-GSI)。研究使用了基于模拟器的驾驶实验,并应用了 NASA 任务负荷指数和态势感知全球评估技术,以评估这些场景对驾驶员行为反应的影响。研究结果表明,驾驶员在导航 C-GSI 时面临着挑战,其特点是驾驶员的态势感知能力降低,工作负荷增加。这些状态与延迟变道、错过适当的变道机会、在减速路段加速行为加剧以及频繁超速等行为有关。相比之下,Q-GSI 情景下的驾驶员虽然面临着更高的工作量,但他们的 SA 值却保持稳定,这主要是由于车道专用标志有利于驾驶员尽早变道。虽然 Q-GSI 导致速度变化增加,减速也略有增加,但使用辅助速度标识显示出 S 型交叉路口的替代方案大有可为。相关分析强调了心理工作量与加速反应之间的重要关系,表明加速度的增加与心理工作量的增加有关。此外,驾驶员感知性能与绝对车道偏离之间存在明显的负相关,这表明自我评估性能较高的驾驶员在车道保持方面更为准确。这项研究强调,需要设计支持驾驶员自我评估、管理认知工作量的全球导航卫星系统和标志牌,以提高驾驶员的表现并增加道路安全。
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引用次数: 0
Unlatching school bus seat belt buckles: Considerations for young passengers 解开校车安全带扣:年轻乘客的注意事项
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-11 DOI: 10.1016/j.apergo.2024.104283
Shivaprasad Nageswaran , Yousif Abulhassan , Jerry Davis , Richard Sesek , Mark Schall , Sean Gallagher

Automobile seat belts reduce the risk of injuries and fatalities resulting from a crash. As seat belts become more prevalent on large school buses, characterizing the capabilities of children to operate the unlatching mechanism of a seat belt is crucial to ensure the post-crash safety of young passengers. This study evaluated the strength capabilities of children and their abilities to unlatch a school bus seat belt when a school bus is in both the upright and rolled-over orientations. Push force exertions on a seat belt buckle push button were measured and compared to the seat belt assembly release force requirements specified in Federal Motor Vehicle Safety Standard (FMVSS) No. 209. Results of the study suggested that children do not have the strength to exert the maximum force of 133 N to release a seat belt assembly as specified in FMVSS No. 209; however, most children could unlatch a typical school bus seat belt assembly in the upright and rolled-over orientations.

汽车安全带可降低碰撞造成伤亡的风险。随着安全带在大型校车上的普及,确定儿童操作安全带解锁装置的能力对于确保小乘客的碰撞后安全至关重要。本研究评估了儿童的力量以及他们在校车直立和翻滚状态下解开校车安全带的能力。对安全带扣按钮的推力进行了测量,并与联邦机动车安全标准(FMVSS)第 209 号中规定的安全带总成释放力要求进行了比较。研究结果表明,儿童没有力量施加 FMVSS 第 209 号规定的 133 牛顿的最大力来松开安全带总成;但是,大多数儿童可以在直立和翻转方向上松开典型的校车安全带总成。
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引用次数: 0
Impact of repetitive mouse clicking on forearm muscle fatigue and mouse aiming performance 重复点击鼠标对前臂肌肉疲劳和鼠标瞄准性能的影响
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-06 DOI: 10.1016/j.apergo.2024.104284
Garrick N. Forman, Lucas P. Melchiorre, Michael W.R. Holmes

Exercise induced performance fatigue has been shown to impair many aspects of fine motor function in the distal upper limb. However, most fatiguing protocols do not reflect the conditions experienced with computer use. The purpose of this study was to determine how a prolonged, low-force mouse clicking fatigue protocol impacts performance fatigue of the distal upper limb for gamers and non-gamers. Participants completed a total of 1 h of mouse clicking at 5 clicks per second. Muscle fatigue and performance were intermittently assessed. RMS amplitude increased for the forearm flexors throughout the fatigue protocol. Accuracy decreased following the first bout of clicking and returned to baseline values after 40-min. EDC and ECU displayed the greatest muscle activity while aiming, producing 11.4% and 12.9% of MVC, respectively. These findings indicate that mouse clicking may not result in performance fatigue, however, high levels of extensor activity may explain common injuries among gamers.

运动引起的表现疲劳已被证明会损害上肢远端精细运动功能的许多方面。然而,大多数疲劳协议并不能反映使用电脑时的情况。本研究旨在确定长时间低力度鼠标点击疲劳方案对游戏玩家和非游戏玩家上肢远端表现疲劳的影响。参与者以每秒点击 5 次的速度完成了共计 1 小时的鼠标点击。对肌肉疲劳和表现进行间歇性评估。在整个疲劳测试过程中,前臂屈肌的有效值振幅都在增加。准确度在第一次点击后下降,40 分钟后恢复到基线值。瞄准时,EDC 和 ECU 显示出最大的肌肉活动,分别产生 11.4% 和 12.9% 的 MVC。这些研究结果表明,鼠标点击可能不会导致性能疲劳,但是,高水平的伸肌活动可能是游戏玩家中常见损伤的原因。
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引用次数: 0
Investigating the impact of greenery elements in office environments on cognitive performance, visual attention and distraction: An eye-tracking pilot-study in virtual reality 调查办公环境中的绿色元素对认知表现、视觉注意力和分心的影响:虚拟现实中的眼动跟踪试点研究
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-06 DOI: 10.1016/j.apergo.2024.104286
Arianna Latini, Ludovica Marcelli, Elisa Di Giuseppe, Marco D'Orazio

The human-nature connection is one of the main aspects determining supportive and comfortable office environments. In this context, the application of eye-tracking-equipped Virtual Reality (VR) devices to support an evaluation on the effect of greenery elements indoors on individuals’ efficiency and engagement is limited. A new approach to investigate visual attention, distraction, cognitive load and performance in this field is carried out via a pilot-study comparing three virtual office layouts (Indoor Green, Outdoor Green and Non-Biophilic). 63 participants completed cognitive tasks and surveys while measuring gaze behaviour. Sense of presence, immersivity and cybersickness results supported the ecological validity of VR. Visual attention was positively influenced by the proximity of users to the greenery element, while visual distraction from tasks was negatively influenced by the dimension of the greenery. In the presence of greenery elements, lower cognitive loads and more efficient information searching, resulting in improved performance, were also highlighted.

人与自然的联系是决定支持性和舒适性办公环境的主要方面之一。在这种情况下,应用配备眼动追踪功能的虚拟现实(VR)设备来支持评估室内绿化元素对个人效率和参与度的影响还很有限。我们采用了一种新方法,通过比较三种虚拟办公室布局(室内绿化、室外绿化和非亲生绿化),研究视觉注意力、分心、认知负荷和在该领域的表现。63 名参与者在测量注视行为的同时完成了认知任务和调查。临场感、沉浸感和晕机感的结果支持了 VR 的生态有效性。用户的视觉注意力受到绿色元素距离的积极影响,而任务的视觉分心则受到绿色维度的消极影响。在绿色元素存在的情况下,认知负荷更低,信息搜索更高效,从而提高了绩效。
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引用次数: 0
Prevalence of occupational heat stress across the seasons and its management amongst healthcare professionals in the UK 英国医疗保健专业人员在不同季节的职业热应激发病率及其管理
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-05 DOI: 10.1016/j.apergo.2024.104281
S.L. Davey , B.J. Lee , Timothy Robbins , C.D. Thake

Occupational heat stress (OHS) is an issue in healthcare facilities (HCFs) in the United Kingdom (UK). The aims of this study were to evaluate perceived levels of OHS during two seasons and its perceived consequences on healthcare professionals (HCPs) and to assess the efficacy of heat stress management (HSM) policies. An anonymous online survey was distributed to HCPs working in HCFs in the UK. The survey returned 1014 responses (87% women). Descriptive statistics and content analysis of survey data identified that OHS in HCFs is frequently experienced throughout the year and concerned most HCPs. Over 90% perceived OHS impairs their performance and 20% reported heat-related absenteeism. Awareness of HSM policies was poor and 73% deemed them not adequate. To help reduce the financial loss and impact on staff performance, health and well-being and patient safety, it is recommended that revisions and widespread dissemination of HSM policies are made.

职业热应激(OHS)是英国医疗机构(HCFs)面临的一个问题。本研究旨在评估两个季节的职业健康与安全感水平及其对医疗保健专业人员(HCPs)的影响,并评估热应激管理(HSM)政策的有效性。我们向在英国医疗保健设施工作的医护人员发放了匿名在线调查问卷。共收到 1014 份回复(87% 为女性)。对调查数据进行描述性统计和内容分析后发现,高危病房中的职业健康和安全问题一年四季都会经常出现,而且与大多数 HCP 有关。超过 90% 的人认为职业健康安全影响了他们的工作表现,20% 的人报告了与高温有关的缺勤情况。对职业健康安全管理政策的认识不足,73% 的人认为这些政策不够充分。为了帮助减少经济损失以及对员工绩效、健康和福利以及病人安全的影响,建议修订并广泛宣传健康与安全管理政策。
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引用次数: 0
Physical and psychosocial work-related exposures and the occurrence of disorders of the shoulder: A systematic review update 与工作相关的身体和心理暴露与肩部疾病的发生:系统回顾更新
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-04 DOI: 10.1016/j.apergo.2024.104277
Annelotte H.C. Versloot , Jennie A. Jackson , Rogier M. van Rijn , Roy G. Elbers , Karen Søgaard , Erin M. Macri , Bart Koes , Alex Burdorf , Alessandro Chiarotto , Heike Gerger

This review is an update of a previous systematic review and assesses the evidence for the association of work-related physical and psychosocial risk factors and specific disorders of the shoulders. Medline, Embase, Web of Science Core Collection, Cochrane Central and PsycINFO were searched and study eligibility and risk of bias assessment was performed by two independent reviewers. A total of 14 new articles were added with the majority focusing on rotator cuff syndrome (RCS) with seven studies. Nine articles reported psychosocial exposures in addition to physical exposures. The strongest evidence was found for the association between elevation, repetition, force and vibration and the occurrence of SIS and tendinosis/tendonitis. Evidence also suggests that psychosocial exposures are associated with the occurrence of RCS and tendinosis/tendonitis. Other findings were inconsistent which prevents drawing strong conclusions.

本综述是对之前系统性综述的更新,评估了与工作相关的生理和心理社会风险因素与特定肩部疾病相关的证据。本综述对 Medline、Embase、Web of Science Core Collection、Cochrane Central 和 PsycINFO 进行了检索,并由两名独立审稿人对研究资格和偏倚风险进行了评估。共增加了 14 篇新文章,其中大部分集中于肩袖综合症(RCS),共有 7 篇研究。九篇文章报告了除身体接触外的社会心理接触。有最有力的证据表明,抬高、重复、用力和振动与 SIS 和肌腱病/肌腱炎的发生有关。还有证据表明,社会心理暴露与 RCS 和肌腱病/肌腱炎的发生有关。其他研究结果并不一致,因此无法得出有力的结论。
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引用次数: 0
AI and the transformation of industrial work: Hybrid intelligence vs double-black box effect 人工智能与工业工作变革:混合智能与双黑盒效应
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-04 DOI: 10.1016/j.apergo.2024.104271
Mikael Wahlström, Bastian Tammentie, Tuisku-Tuuli Salonen, Antero Karvonen

It is uncertain how the application of artificial intelligence (AI) technology transforms industrial work. We address this question from the perspective of cognitive systems, which, in this case, includes considerations of AI and process transparency, resilience, division of labor, and worker skills. We draw from a case study on glass tempering that includes a machine-vision-based quality control system and an advanced automation process control system. Based on task analysis and background literature, we develop the concept of hybrid intelligence that implies balanced AI transparency that supports upskilling and resilience. So-called fragmented intelligence, in turn, may result from the combination of the complexity of advanced automation along with the complexity of the process physics that places critical emphasis on expert knowledge. This combination can result in the so-called “double black box effect”, given that designing for understandability for the line workers might not be feasible: expert networks are needed for resilience.

人工智能(AI)技术的应用如何改变工业工作还不确定。我们从认知系统的角度来探讨这个问题,其中包括人工智能与流程透明度、复原力、劳动分工和工人技能等方面的考虑。我们借鉴了玻璃钢化的案例研究,其中包括基于机器视觉的质量控制系统和先进的自动化过程控制系统。在任务分析和背景文献的基础上,我们提出了混合智能的概念,这意味着平衡的人工智能透明度,支持技能提升和恢复能力。反过来,先进自动化的复杂性与流程物理的复杂性结合在一起,就会产生所谓的碎片化智能,而流程物理的复杂性又非常强调专家知识。这种结合可能会产生所谓的 "双黑盒效应",因为为一线工人设计可理解性可能是不可行的:需要专家网络来提高复原力。
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引用次数: 0
Contextual design requirements for decision-support tools involved in weaning patients from mechanical ventilation in intensive care units 重症监护室机械通气患者断奶决策支持工具的情境设计要求
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-03 DOI: 10.1016/j.apergo.2024.104275
Nathan Hughes , Yan Jia , Mark Sujan , Tom Lawton , Ibrahim Habli , John McDermid

Weaning patients from ventilation in intensive care units (ICU) is a complex task. There is a growing desire to build decision-support tools to help clinicians during this process, especially those employing Artificial Intelligence (AI). However, tools built for this purpose should fit within and ideally improve the current work environment, to ensure they can successfully integrate into clinical practice. To do so, it is important to identify areas where decision-support tools may aid clinicians, and associated design requirements for such tools. This study analysed the work context surrounding the weaning process from mechanical ventilation in ICU environments, via cognitive task and work domain analyses. In doing so, both what cognitive processes clinicians perform during weaning, and the constraints and affordances of the work environment itself, were described. This study found a number of weaning process tasks where decision-support tools may prove beneficial, and from these a set of contextual design requirements were created. This work benefits researchers interested in creating human-centred decision-support tools for mechanical ventilation that are sensitive to the wider work system.

在重症监护病房(ICU)为患者断气是一项复杂的任务。在这一过程中,人们越来越希望建立决策支持工具来帮助临床医生,尤其是那些采用人工智能(AI)的工具。然而,为此目的而开发的工具应适合当前的工作环境,最好还能改善当前的工作环境,以确保它们能成功融入临床实践。为此,必须确定决策支持工具可为临床医生提供帮助的领域,以及此类工具的相关设计要求。本研究通过认知任务和工作领域分析,对 ICU 环境中机械通气断奶过程的工作环境进行了分析。在此过程中,既描述了临床医生在断奶过程中执行的认知过程,也描述了工作环境本身的限制因素和承受能力。这项研究发现了一些断奶过程任务,在这些任务中,决策支持工具可能会被证明是有益的,并从这些任务中创建了一系列情境设计要求。这项工作对那些有兴趣为机械通风创造以人为本的决策支持工具的研究人员大有裨益,因为这些工具对更广泛的工作系统非常敏感。
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引用次数: 0
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Applied Ergonomics
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