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Research on identification of flight cadets' cognitive load based on multi-source physiological data and CGAN-DBN model. 基于多源生理数据和 CGAN-DBN 模型的飞行学员认知负荷识别研究。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-17 DOI: 10.1080/00140139.2024.2380340
Ting Pan, Haibo Wang, Haiqing Si, Yixuan Li, Gen Li, Yijin Zhu

Modern aircraft cockpit system is highly information-intensive. Pilots often need to receive a large amount of information and make correct judgments and decisions in a short time. However, cognitive load can affect their ability to perceive, judge and make decisions accurately. Furthermore, the excessive cognitive load will induce incorrect operations and even lead to flight accidents. Accordingly, the research on cognitive load is crucial to reduce errors and even accidents caused by human factors. By using physiological acquisition systems such as eye movement, ECG, and respiration, multi-source physiological signals of flight cadets performing different flight tasks during the flight simulation experiment are obtained. Based on the characteristic indexes extracted from multi-source physiological data, the CGAN-DBN model is established by combining the conditional generative adversarial networks (CGAN) model with the deep belief network (DBN) model to identify the flight cadets' cognitive load. The research results show that the flight cadets' cognitive load identification based on the CGAN-DBN model established has high accuracy. And it can effectively identify the cognitive load of flight cadets. The research paper has important practical significance to reduce the flight accidents caused by the high cognitive load of pilots.

现代飞机驾驶舱系统是高度信息密集型的。飞行员往往需要在短时间内接收大量信息并做出正确的判断和决策。然而,认知负荷会影响他们准确感知、判断和决策的能力。此外,过度的认知负荷会诱发错误操作,甚至导致飞行事故。因此,对认知负荷的研究对于减少人为因素造成的错误甚至事故至关重要。利用眼动、心电、呼吸等生理采集系统,获取飞行学员在模拟飞行实验中执行不同飞行任务时的多源生理信号。根据从多源生理数据中提取的特征指标,结合条件生成对抗网络(CGAN)模型和深度信念网络(DBN)模型,建立了CGAN-DBN模型,用于识别飞行学员的认知负荷。研究结果表明,基于所建立的 CGAN-DBN 模型的飞行学员认知负荷识别具有较高的准确性。研究结果表明,基于 CGAN-DBN 模型的飞行学员认知负荷识别具有较高的准确性,能有效识别飞行学员的认知负荷。该研究论文对减少因飞行员认知负荷过高而导致的飞行事故具有重要的现实意义。
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引用次数: 0
Balance recovery after trips is affected by the type of tripping obstacles. 绊倒后的平衡恢复受绊倒障碍物类型的影响。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-17 DOI: 10.1080/00140139.2024.2375749
Xingda Qu, Baozhan Yang, Weiliang Wang, Xinyao Hu

Occupational falls are often initiated by trips. Mechanical perturbations applied onto the tripped foot are different for different types of tripping obstacles. The present study aimed to determine how different types of tripping obstacles affect balance recovery after trips. Sixty-four healthy adults participated in an experimental study. They were instructed to perform several walking trials, during which two trips were randomly induced, one by a pole-like obstacle and the other by a board-like obstacle. Balance recovery after trips was measured and compared between the two obstacles. Results showed that the board-like obstacle led to longer step-off time, shorter recovery step duration, and smaller minimum hip height, suggesting that the risk of trip-initiated falls could be higher with the board-like obstacle vs. the pole-like obstacle. This finding presents the need for future research to consider the influence of obstacle type when exploring mechanisms for trips and falls.

职业性跌倒通常是由绊倒引起的。不同类型的绊倒障碍对被绊倒脚的机械扰动是不同的。本研究旨在确定不同类型的绊倒障碍如何影响绊倒后的平衡恢复。64 名健康成年人参加了实验研究。他们被要求进行几次行走试验,其间随机诱发两次绊倒,一次是杆状障碍物,另一次是板状障碍物。测量绊倒后的平衡恢复情况,并对两种障碍物进行比较。结果显示,类似木板的障碍物会导致更长的迈步时间、更短的恢复步长和更小的最低臀高,这表明,类似木板的障碍物与类似杆子的障碍物相比,绊倒引发跌倒的风险可能更高。这一发现表明,在探索绊倒和跌倒的机制时,未来的研究需要考虑障碍物类型的影响。
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引用次数: 0
The Chartered Institute of Ergonomics and Human Factors at 75: perspectives on contemporary challenges and future directions for Ergonomics and Human Factors. 人类工效学与人为因素特许研究所 75 周年:对人类工效学与人为因素的当代挑战和未来方向的展望。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-17 DOI: 10.1080/00140139.2024.2378355
Paul M Salmon, Catherine Burns, Suzy Broadbent, Satyan Chari, Robyn Clay-Williams, Peter A Hancock, Daniel P Jenkins, Ann Mills, Katie Parnell, Katherine L Plant, Gemma J M Read, Sarah Sharples, Steven Shorrock, Neville A Stanton, Guy H Walker, Claire Williams, Patrick Waterson, Mark S Young

As the UK's Chartered Institute of Ergonomics and Human Factors (CIEHF) celebrates its 75th anniversary, it is worth reflecting on our discipline's contribution, current state, and critical future endeavours. We present the perspectives of 18 EHF professionals who were asked to respond to five questions regarding the impact of EHF, contemporary challenges, and future directions. Co-authors were in agreement that EHF's impact has been only limited to date and that critical issues require resolution, such as increasing the number of suitably qualified practitioners, resolving the research-practice gap, and increasing awareness of EHF and its benefits. Frequently discussed future directions include advanced emerging technologies such as artificial intelligence, the development of new EHF methods, and enhancing the quality and reach of education and training. The majority felt there will be a need for EHF in 75 years; however, many noted that our methods will need to adapt to meet new needs.Practitioner statement: This article provides the perspectives of 18 Ergonomics and Human Factors (EHF) professionals on the impact of EHF, contemporary challenges and critical future directions, and changes that are necessary to ensure EHF remains relevant in future. As such, it provides important guidance on future EHF research and practice.

在英国特许人类工效学与人为因素研究所(CIEHF)庆祝其成立 75 周年之际,值得对我们这门学科的贡献、现状和未来的重要努力进行反思。我们介绍了 18 位人体工程学与人为因素专业人士的观点,他们被要求回答有关人体工程学与人为因素的影响、当代挑战和未来方向的五个问题。共同作者一致认为,迄今为止,EHF 的影响有限,需要解决一些关键问题,如增加合格从业人员的数量、解决研究与实践之间的差距以及提高对 EHF 及其益处的认识。经常讨论的未来方向包括先进的新兴技术(如人工智能)、开发新的 EHF 方法以及提高教育和培训的质量和覆盖面。大多数人认为,75 年后仍有必要开展 EHF;但是,许多人指出,我们的方法需要进行调整,以满足新的需求:这篇文章提供了 18 位人体工程学和人为因素(EHF)专业人士对 EHF 的影响、当代挑战和未来关键方向,以及确保 EHF 在未来保持相关性所需的变革的看法。因此,它为未来的人体工程学与人为因素研究和实践提供了重要指导。
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引用次数: 0
Towards enhanced performance: an integrated framework of emotional valence, arousal, and task demand. 提高绩效:情绪情感、唤醒和任务需求的综合框架。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-14 DOI: 10.1080/00140139.2024.2370440
Alina Schmitz-Hübsch, M E Gruber, Yazmin Diaz, Maria Wirzberger, P A Hancock

Extensive evaluations exist concerning the linkage between objective task demands and subsequent effects on user performance. However, the human user also experiences a range of emotions related to external task demands. Problematically, little is known about the associations between emotional valence, and arousal associated with the task demand-performance axis. In this paper, we advance a theoretical model concerning such interactive influences using three dimensions: (1) emotional valence, (2) arousal, and (3) task demand. The model evaluates the impact of these dimensions on user performance. It also identifies critical emotional user states, particularly those resulting in negative performance effects, as well as non-critical emotional states that can positively impact performance. Finally, we discuss the implications for affect-adaptive systems that can mitigate the impact of critical emotional states while leveraging the benefits of non-critical ones.

关于客观任务需求与随后对用户性能的影响之间的联系,已有大量评估。然而,人类用户也会体验到一系列与外部任务需求相关的情绪。但问题是,人们对与任务需求-绩效轴相关的情绪价值和唤醒之间的关联知之甚少。在本文中,我们从三个维度推进了有关这种交互影响的理论模型:(1) 情绪价值、(2) 觉醒和 (3) 任务需求。该模型评估了这些维度对用户表现的影响。它还确定了关键的用户情绪状态,特别是那些会对性能产生负面影响的情绪状态,以及那些会对性能产生积极影响的非关键情绪状态。最后,我们讨论了情绪自适应系统的意义,该系统可以减轻关键情绪状态的影响,同时利用非关键情绪状态的益处。
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引用次数: 0
Human performance in the rail freight yard. 铁路货场中人的表现。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-12 DOI: 10.1080/00140139.2024.2375013
David Golightly, James Lonergan, David Ethell

Human performance in the rail freight yard has been identified as a source of risk for rail freight operations. This is both within the yard itself, and also with train preparation issues leading to incidents on the network. The rail freight yard is an area that has received limited research attention. Over 30 hours of observations were conducted at five major freight yards in Great Britain, along with 30 interviews of rail freight ground staff. Task models, human performance factors and potential solutions that were further explored in a workshop with freight personnel. This analysis led to an understanding of freight yard activities, the impact of freight yard design and environment, and the role external pressures on freight yard performance including upstream planning. The implications are discussed for both current freight operations, and for future technology and process change within the rail freight sector.

铁路货运场内的人为因素已被确定为铁路货运运营的一个风险源。这既包括货场本身,也包括导致网络事故的列车准备问题。铁路货运场是一个研究关注度有限的领域。我们在英国的五个主要货场进行了 30 多个小时的观察,并对铁路货运地勤人员进行了 30 次访谈。在与货运人员举行的研讨会上,进一步探讨了任务模型、人的表现因素和潜在的解决方案。通过分析,我们了解了货场活动、货场设计和环境的影响,以及包括上游规划在内的外部压力对货场绩效的影响。讨论了对当前货运运营以及铁路货运部门未来技术和流程变革的影响。
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引用次数: 0
Efficacy of lifting devices for wheelchair transfers: a systematic review and meta-analysis. 用于轮椅转移的移位装置的功效:系统回顾和荟萃分析。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-12 DOI: 10.1080/00140139.2024.2375360
Nur Shuhaidatul Sarmiza Abdul Halim, Zaidi Mohd Ripin, Azlina Yusuf, Mohamad Ikhwan Zaini Ridzwan

A high prevalence of work-related musculoskeletal disorders (WMSDs) has been reported among nurses as a result of the injuries caused by patient transfer and handling. This review examines the impact of motorised and non-motorised lifting devices on reducing physical stress during wheelchair transfers among nurses. Systematic electronic database searches were performed, and the review was prepared according to the PRISMA guidelines. The results of 20 studies on biomechanical stresses related to WMSDs were synthesised qualitatively, and 13 were analysed quantitatively using meta-analysis. Motorised lifting devices significantly decreased biomechanical stress among nurses [SMD -0.68; 95% CI -1.02 to -0.34], whereas non-motorised counterparts showed no significant change [SMD - 0.23; 95% CI -0.59 to 0.13]. This study underscores the effectiveness of motorised lifting devices in mitigating WMSD risk during wheelchair transfers. The findings provide practical guidance for hospital administrators, policymakers, and experts seeking suitable devices to prevent WMSDs in nursing professionals.

Practitioner Summary: This study investigated the impact of motorised and non-motorised lifting devices on nurses during wheelchair transfers. Findings revealed that motorised devices significantly reduce biomechanical stress, while non-motorised devices showed limited effectiveness. The research emphasises the superior role of motorised devices in preventing WMSDs during wheelchair transfers among nurses.

据报道,由于转移和搬运病人时造成的伤害,护士中与工作相关的肌肉骨骼疾病(WMSDs)发病率很高。本综述研究了电动和非电动移位设备对减少护士在轮椅转移过程中身体压力的影响。我们对电子数据库进行了系统检索,并根据 PRISMA 指南编写了综述。对 20 项与 WMSDs 相关的生物力学压力研究结果进行了定性综合,并采用荟萃分析法对 13 项研究结果进行了定量分析。电动移位装置明显降低了护士的生物力学压力[SMD -0.68; 95% CI -1.02 to -0.34],而非电动移位装置则无明显变化[SMD - 0.23; 95% CI -0.59 to 0.13]。这项研究强调了电动移位机在降低轮椅转移过程中WMSD风险方面的有效性。研究结果为医院管理者、政策制定者和专家提供了实用指导,帮助他们寻找合适的设备来预防护理专业人员的 WMSD。研究结果表明,电动装置可显著降低生物力学压力,而非电动装置的效果有限。这项研究强调了电动装置在预防护士在轮椅转移过程中发生 WMSDs 方面的卓越作用。
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引用次数: 0
Influence of passive arm-support exoskeleton on static postural balance in load-holding tasks: effects of supportive force, weight and load location. 被动手臂支撑外骨骼对负重任务中静态姿势平衡的影响:支撑力、重量和负重位置的影响。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-09 DOI: 10.1080/00140139.2024.2376334
Erik Jonathan, Shuping Xiong

This study systematically investigated the influence of a passive arm-support exoskeleton (ASE) on static postural balance in load-holding tasks under different weight conditions and load locations, and the relationship between such influence and the exoskeleton's supportive force profile. Using a 3 (exoskeleton interventions) ×3 (weight conditions) ×3 (load locations) within-subjects design, the research found that wearing ASE with supportive force significantly reduced postural sway by 17.84% and 15.19% across all conditions compared to without wearing the exoskeleton and with deactivated support, respectively. These improvements were consistent with subjective assessments. The stability benefits varied with the weight and load location, reflecting the exoskeleton's supportive force profile. Overall, the study suggests that the supportive force from the ASE can enhance static postural balance, with effectiveness dependent on weight conditions and load locations. This highlights the potential of passive ASEs for improving stability and reducing fall risks in work environments.

本研究系统地调查了在不同重量条件和负载位置下,被动手臂支撑外骨骼(ASE)对负重任务中静态姿势平衡的影响,以及这种影响与外骨骼支撑力曲线之间的关系。研究采用 3(外骨骼干预)×3(重量条件)×3(负载位置)的受试者内设计,发现在所有条件下,与未穿戴外骨骼和停用支撑相比,穿戴带有支撑力的 ASE 可显著减少姿势摇摆,分别减少了 17.84% 和 15.19%。这些改善与主观评估结果一致。稳定性优势随重量和负载位置的不同而变化,这反映了外骨骼的支撑力曲线。总之,研究表明,外骨骼的支撑力可以增强静态姿势平衡,其有效性取决于体重条件和负载位置。这凸显了被动式外骨骼在提高稳定性和降低工作环境中跌倒风险方面的潜力。
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引用次数: 0
Evaluation of self-contained breathing apparatus (SCBA) weight on firefighter stamina, comfort, and postural stability. 评估自给式呼吸器(SCBA)重量对消防员耐力、舒适度和姿势稳定性的影响。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-07 DOI: 10.1080/00140139.2024.2375026
Richard M Kesler, Jeffrey Powell, Dac Nguyen, Kristen A Massey, Sarthak Joshi, Susan Xu, Ziqing Zhuang, Gavin P Horn, Nicholas A Burd, Farzaneh Masoud

Firefighters wear personal protective equipment to protect them from the thermal and chemical environment in which they operate. The self-contained breathing apparatus (SCBA) provides isolation of the airway from the hazardous fireground. National standards limit SCBA weight, however, integration of additional features could result in an SCBA exceeding the current limit. The purpose of this study was to examine the effects of increased SCBA weight on firefighters' physiological responses, work output, dynamic stability, and comfort. Completion of simulated firefighting activities induced a strong physiological response. Peak oxygen consumption was higher with the lightest SCBA than the heaviest SCBA. Few other physiological differences were noted as SCBA weight increased. Importantly, increased SCBA weight resulted in significantly more negative perceptions by the firefighters and a trend towards significance for the duration of work time prior to reaching volitional fatigue. These results should be considered when assessing changes to existing SCBA weight limits.

消防员穿戴个人防护装备,以保护他们免受工作环境中的热和化学环境的影响。自给式呼吸器(SCBA)可将呼吸道与危险的火场隔离。国家标准限制了 SCBA 的重量,但是,附加功能的集成可能会导致 SCBA 超过当前的限制。本研究旨在考察增加 SCBA 重量对消防员生理反应、工作输出、动态稳定性和舒适度的影响。完成模拟消防活动会引起强烈的生理反应。使用最轻的 SCBA 时,峰值耗氧量高于使用最重的 SCBA 时。随着 SCBA 重量的增加,几乎没有发现其他生理差异。重要的是,SCBA 重量增加会导致消防员的负面感知明显增加,而且在达到自愿疲劳之前的工作时间长度也有显著增加的趋势。在评估现有 SCBA 重量限制的变化时,应考虑这些结果。
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引用次数: 0
Faces of Oppression: Future directions for Ergonomics and Human Factors. 压迫的面孔:人体工程学和人为因素的未来方向。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-07 DOI: 10.1080/00140139.2024.2374376
Connor Wurst, Huei-Yen Winnie Chen

The growing interest in Diversity, Equity, and Inclusion (DEI) centred work in the field of Ergonomics and Human Factors (EHF) can greatly benefit from Iris Young's Five Faces of Oppression theory, which details how well-intentioned systems can perpetuate harm in a number of ways. We call for a greater focus on systems of oppression in EHF research and practice along with increased collaboration with social sciences to tackle important societal issues. This article reviews the current state of research in the child welfare domain and provides examples for how cognitive engineering approaches can take inspiration from the social sciences to help create a more equitable future. These examples outline the potential mutualism between social sciences and EHF and the way this collaboration might dismantle various oppressive systems.

艾里斯-扬(Iris Young)的 "压迫的五种面孔"(Five Faces of Oppression)理论详细阐述了善意的制度如何以多种方式延续伤害。我们呼吁在 EHF 研究和实践中更加关注压迫系统,同时加强与社会科学的合作,以解决重要的社会问题。本文回顾了儿童福利领域的研究现状,并举例说明认知工程方法如何从社会科学中获得灵感,帮助创造一个更加公平的未来。这些例子概括了社会科学与儿童福利之间潜在的相互关系,以及这种合作可能瓦解各种压迫性制度的方式。
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引用次数: 0
Effects of background music on numerical and spatial location working memory: differences between extraverts and introverts. 背景音乐对数字和空间位置工作记忆的影响:外向者和内向者之间的差异。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-07 DOI: 10.1080/00140139.2024.2374992
Mingming Deng, Xiuzhu Gu, Feng Wu

This experimental research explored background music's influence on the performance of numerical and spatial location working memory of extraverts and introverts. Sixty participants (30 extraverts and 30 introverts) were asked to complete numerical and spatial location working memory tests, under the conditions of background music and silence. Results showed a main negative effect of background music on the participants' performance of spatial location working memory. A significant interaction effect between music and personality (extroversion and introversion) on this performance was also observed. It revealed that a more negative effect of music in introverts as compared with extroverts. In contrast, no main or interaction effect was observed for the performance of numerical working memory. According to the influence of music on working memory, introversion-extraversion personality factors of workers such as cashiers or drivers require consideration.

本实验研究探讨了背景音乐对性格外向者和性格内向者的数字和空间位置工作记忆能力的影响。实验要求 60 名参与者(30 名外向者和 30 名内向者)在背景音乐和安静的条件下完成数字和空间位置工作记忆测试。结果显示,背景音乐对参与者的空间位置工作记忆成绩有主要的负面影响。此外,还观察到音乐和性格(外向和内向)对这一成绩的重要交互效应。结果显示,与外向型人格相比,音乐对内向型人格的负面影响更大。相反,在数字工作记忆的成绩上,没有观察到主效应或交互效应。根据音乐对工作记忆的影响,需要考虑收银员或司机等工作人员的内向-外向性格因素。
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引用次数: 0
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Ergonomics
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