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Comparison of multi-task ergonomic assessment methods for risk of upper extremity and low back musculoskeletal disorders 上肢和腰背部肌肉骨骼疾病风险的多任务人体工程学评估方法比较。
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-05-14 DOI: 10.1016/j.apergo.2024.104313
Michael J. Jorgensen , Andrea Martinez , Nils A. Hakansson

Work-related musculoskeletal disorder of upper extremity multi-task assessment methods (Revised Strain Index [RSI], Distal Upper Extremity Tool [DUET]) and manual handling multi-task assessment methods (Revised NIOSH Lifting Equation [RNLE], Lifting Fatigue Failure Tool [LiFFT]) were compared. RSI and DUET showed a strong correlation (rs = 0.933, p < 0.001) where increasing risk factor exposure resulted in increasing outputs for both methods. RSI and DUET demonstrated fair agreement (κ = 0.299) in how the two methods classified outputs into risk categories (high, moderate or low) when assessing the same tasks. The RNLE and LiFFT showed a strong correlation (rs = 0.903, p = 0.001) where increasing risk factor exposure resulted in increasing outputs, and moderate agreement (κ = 0.574) in classifying the outputs into risk categories (high, moderate or low) when assessing the same tasks. The multi-task assessment methods provide consistent output magnitude rankings in terms of increasing exposure, however some differences exist between how different methods classify the outputs into risk categories.

比较了与工作相关的上肢肌肉骨骼疾病多任务评估方法(订正劳损指数 [RSI]、上肢远端工具 [DUET])和人工搬运多任务评估方法(订正 NIOSH 提升公式 [RNLE]、提升疲劳失效工具 [LiFFT])。RSI 和 DUET 显示出很强的相关性(rs = 0.933,p s = 0.903,p = 0.001),其中风险因素暴露程度的增加导致产出的增加;在评估相同任务时,将产出分为风险类别(高、中或低)的一致性为中等(κ = 0.574)。多任务评估方法在增加暴露程度方面提供了一致的产出大小排名,但不同方法在如何将产出划分为风险类别方面存在一些差异。
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引用次数: 0
Revealing complex interdependencies in surgical instrument reprocessing using SEIPS 101 tools 利用 SEIPS 101 工具揭示手术器械再处理过程中复杂的相互依存关系
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-05-11 DOI: 10.1016/j.apergo.2024.104307
Gabriel C. Segarra , Ken Catchpole , Michael F. Rayo , Sudeep Hegde , Christine Jefferies , Jeffrey Woodward , Kevin Taaffe

Sterile Processing Departments (SPDs) must clean, maintain, store, and organize surgical instruments which are then delivered to Operating Rooms (ORs) using a Courier Network, with regular coordination occurring across departmental boundaries. To represent these relationships, we utilized the Systems Engineering Initiative for Patient Safety (SEIPS) 101 Toolkit, which helps model how health-related outcomes are affected by healthcare work systems. Through observations and interviews which built on prior work system analyses, we developed a SEIPS 101 journey map, PETT scan, and tasks matrices to represent the instrument reprocessing work system, revealing complex interdependencies between the people, tools, and tasks occurring within it. The SPD, OR and Courier teams are found to have overlapping responsibilities and a clear co-dependence, with critical implications for the successful functioning of the whole hospital system.

无菌处理部门(SPD)必须对手术器械进行清洁、维护、存储和整理,然后通过快递网络将这些器械运送到手术室(OR),并定期进行跨部门协调。为了体现这些关系,我们使用了 "患者安全系统工程倡议(SEIPS)101 工具包",该工具包有助于模拟医疗保健工作系统如何影响与健康相关的结果。通过观察和访谈,在先前工作系统分析的基础上,我们绘制了 SEIPS 101 流程图、PETT 扫描和任务矩阵,以表示器械再处理工作系统,揭示了其中人员、工具和任务之间复杂的相互依存关系。我们发现,SPD、手术室和信使团队的职责相互重叠,并存在明显的共同依赖关系,这对整个医院系统的成功运作有着至关重要的影响。
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引用次数: 0
Enabling cyber resilient shipping through maritime security operation center adoption: A human factors perspective 通过采用海事安全运营中心,实现网络弹性航运:人为因素视角
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-05-11 DOI: 10.1016/j.apergo.2024.104312
Allan Nganga , Joel Scanlan , Margareta Lützhöft , Steven Mallam

The increased adoption of digital systems in the maritime domain has led to concerns about cyber resilience, especially in the wake of increasingly disruptive cyber-attacks. This has seen vessel operators increasingly adopt Maritime Security Operation Centers (M-SOCs), an action in line with one of the cyber resilience engineering techniques known as adaptive response, whose purpose is to optimize the ability to respond promptly to attacks. This research sought to investigate the domain-specific human factors that influence the adaptive response capabilities of M-SOC analysts to vessel cyber threats. Through collecting interview data and subsequent thematic analysis informed by grounded theory, cyber awareness of both crew onboard and vessel operators emerged as a pressing domain-specific challenge impacting M-SOC analysts' adaptive response. The key takeaway from this study is that vessel operators remain pivotal in supporting the M-SOC analysts’ adaptive response processes through resource allocation towards operational technology (OT) monitoring and cyber personnel staffing onboard the vessels.

海事领域越来越多地采用数字系统,这引起了人们对网络复原力的关注,尤其是在破坏性越来越强的网络攻击发生之后。因此,船舶运营商越来越多地采用海事安全运营中心(M-SOC),这一行动符合网络复原力工程技术之一--自适应响应,其目的是优化对攻击作出迅速响应的能力。本研究试图调查影响 M-SOC 分析师对船舶网络威胁的适应性响应能力的特定领域人为因素。通过收集访谈数据,并根据基础理论进行主题分析,发现船上船员和船舶操作员的网络意识是影响 M-SOC 分析员适应性响应的一个紧迫的特定领域挑战。本研究的主要启示是,通过对船上操作技术(OT)监控和网络人员配备的资源分配,船舶操作人员在支持 M-SOC 分析人员的适应性响应过程中仍然发挥着关键作用。
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引用次数: 0
Cognitive workload classification of law enforcement officers using physiological responses 利用生理反应对执法人员的认知工作量进行分类
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-05-10 DOI: 10.1016/j.apergo.2024.104305
David Wozniak, Maryam Zahabi

Motor vehicle crashes (MVCs) are a leading cause of death for law enforcement officers (LEOs) in the U.S. LEOs and more specifically novice LEOs (nLEOs) are susceptible to high cognitive workload while driving which can lead to fatal MVCs. The objective of this study was to develop a machine learning algorithm (MLA) that can estimate cognitive workload of LEOs while performing secondary tasks in a patrol vehicle. A ride-along study was conducted with 24 nLEOs. Participants performed their normal patrol operations while their physiological responses such as heartrate, eye movement, and galvanic skin response were recorded using unobtrusive devices. Findings suggested that the random forest algorithm could predict cognitive workload with relatively high accuracy (>70%) given that it was entirely reliant on physiological signals. The developed MLA can be used to develop adaptive in-vehicle technology based on real-time estimation of cognitive workload, which can reduce the risk of MVCs in police operations.

机动车碰撞(MVC)是美国执法人员(LEOs)死亡的主要原因之一。执法人员,特别是新手执法人员(nLEOs)在驾驶过程中很容易受到高认知工作量的影响,从而导致致命的机动车碰撞事故。本研究的目的是开发一种机器学习算法 (MLA),该算法可以估计执法人员在巡逻车内执行次要任务时的认知工作量。我们对 24 名国家执法人员进行了随车研究。参与者在执行正常巡逻任务的同时,使用非侵入式设备记录他们的生理反应,如心率、眼球运动和皮肤电反应。研究结果表明,鉴于随机森林算法完全依赖于生理信号,该算法能够以相对较高的准确率(70%)预测认知工作量。所开发的工作重点可用于开发基于认知工作量实时估算的自适应车载技术,从而降低警务工作中发生 MVC 的风险。
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引用次数: 0
The roles of phishing knowledge, cue utilization, and decision styles in phishing email detection 网络钓鱼知识、线索利用和决策风格在网络钓鱼电子邮件检测中的作用
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-05-09 DOI: 10.1016/j.apergo.2024.104309
Daniel Sturman , Elliot A. Bell , Jaime C. Auton , Georgia R. Breakey , Mark W. Wiggins

This study investigated the roles of phishing knowledge, cue utilization, and decision styles in contributing to phishing email detection. Participants (N = 145) completed an online email sorting task, and measures of phishing knowledge, email decision styles, cue utilization, and email security awareness. Cue utilization was the only factor that uniquely predicted the capacity to discriminate phishing from genuine emails. Phishing knowledge was associated with greater phishing detection and a bias towards classifying all emails as phishing. A preference for intuitive decision making predicted lower detection of phishing emails, driven by a greater tendency to classify emails as genuine. These findings support the proposition that cue utilization is a distinct cognitive process that enables expert performance. The outcomes indicate that, in addition to increasing phishing knowledge and developing safe behavioral patterns, anti-phishing training needs to provide opportunities for trainees to develop meaningful cue associations.

本研究调查了网络钓鱼知识、线索利用和决策风格对网络钓鱼电子邮件检测的作用。参与者(145 人)完成了一项在线电子邮件分类任务,并对网络钓鱼知识、电子邮件决策风格、线索利用和电子邮件安全意识进行了测量。线索利用是唯一能独特预测辨别网络钓鱼邮件和真实邮件能力的因素。网络钓鱼知识与更高的网络钓鱼检测能力和将所有电子邮件都归类为网络钓鱼的偏差有关。由于更倾向于将电子邮件归类为真实邮件,因此偏好直观决策的人对网络钓鱼邮件的检测率较低。这些研究结果支持这样一种观点,即线索的利用是一个独特的认知过程,它能使专家的表现更加出色。这些结果表明,除了增加网络钓鱼知识和发展安全行为模式外,反网络钓鱼培训还需要为受训者提供发展有意义的线索关联的机会。
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引用次数: 0
Diurnal biological effects of correlated colour temperature and its exposure timing on alertness, cognition, and mood in an enclosed environment 在封闭环境中,相关色温及其照射时间对警觉性、认知和情绪的昼夜生物效应
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-05-07 DOI: 10.1016/j.apergo.2024.104304
YanJie Li , WeiNing Fang , HanZhao Qiu , Hongqiang Yu , WenLi Dong , Zhe Sun

Artificial lighting, which profits from the non-visual effects of light, is a potentially promising solution to support residents’ psychophysiological health and performance at specific times of the day in enclosed environments. However, few studies have investigated the non-visual effects of daytime correlated colour temperature (CCT) and its exposure timing on human alertness, cognition, and mood. However, the neural mechanisms underlying these effects are largely unknown. The current study evaluated the effects of daytime CCT and its exposure timing on markers of subjective experience, cognitive performance, and cerebral activity in a simulated enclosed environment. Forty-two participants participated a single-blind laboratory study with a 4 within (CCT: 4000 K vs. 6500 K vs. 8500 K vs. 12,000 K) × 2 between (exposure timing: morning vs. afternoon) mixed design. The results showed time of the day dependent benefits of the daytime CCT on subjective experience, vigilant attention, response inhibition, working memory, emotional perception, and risk decisions. The results of the electroencephalogram (EEG) revealed that lower-frequency EEG bands, including theta, alpha, and alpha-theta, were quite sensitive to daytime CCT intervention, which provides a valuable reference for trying to establish the underlying mechanisms that support the performance-enhancement effects of exposure to CCT in the daytime. However, the results revealed no consistent intervention pattern across these measurements. Therefore, future studies should consider personalised optimisation of daytime CCT for different cognitive demands.

人工照明可以利用光的非视觉效应,是在封闭环境中支持居民一天中特定时间的心理生理健康和表现的一种有潜力的解决方案。然而,很少有研究调查了白天相关色温(CCT)及其照射时间对人类警觉性、认知和情绪的非视觉影响。然而,这些影响背后的神经机制在很大程度上还不为人所知。本研究评估了日间相关色温及其照射时间对模拟封闭环境中的主观体验指标、认知表现和大脑活动的影响。42 名参与者参加了单盲实验室研究,采用 4 内(CCT:4000 K vs. 6500 K vs. 8500 K vs. 12,000 K)×2 间(暴露时间:上午 vs. 下午)混合设计。结果显示,日间 CCT 对主观体验、警觉性注意、反应抑制、工作记忆、情绪感知和风险决策的益处与一天中的时间有关。脑电图(EEG)结果显示,包括θ、α和α-θ在内的低频脑电图波段对日间 CCT 干预相当敏感,这为试图建立支持日间 CCT 的绩效提升效应的潜在机制提供了宝贵的参考。然而,研究结果显示,这些测量结果并没有一致的干预模式。因此,未来的研究应考虑针对不同的认知需求对日间CCT进行个性化优化。
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引用次数: 0
Preventive health measures in small and medium-sized enterprises: A scoping review on implementation strategies 中小型企业的预防性保健措施:实施战略范围审查
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-05-06 DOI: 10.1016/j.apergo.2024.104303
Thomas Röben , Sandra van Oostrom , Friederike Benning , Denise Smit , Karin Proper

Objective

To describe implementation strategies for preventive health measures in SMEs and the effectiveness of the strategies on implementation outcomes.

Methods

A literature search was performed in multiple electronic databases. Studies published between 2000 and 2021 that evaluated the implementation of preventive health measures in SMEs were included. Classification of implementation strategies was based on two complementary classification systems.

Results

Nineteen studies, of which 5 RCTs were included. Eighteen distinct implementation strategies were reported. All studies applied a combination of implementation strategies, and nearly all reported a positive effect on one or more implementation outcomes: sustainability, acceptability, feasibility, penetration, fidelity, adoption, and appropriateness.

Conclusions

Overall, a positive effect of combined implementation strategies on the implementation outcome(s) was found. The ‘distribution of educational materials’ and ‘provide ongoing consultation’ combined show positive effects on sustainability.

方法在多个电子数据库中进行文献检索。方法在多个电子数据库中进行文献检索,纳入 2000 年至 2021 年间发表的评估中小企业预防性保健措施实施情况的研究。根据两个互补的分类系统对实施策略进行分类。共报告了 18 种不同的实施策略。所有研究都采用了综合实施策略,而且几乎所有研究都报告了对一种或多种实施结果的积极影响:可持续性、可接受性、可行性、渗透性、忠实性、采纳性和适当性。分发教育材料 "和 "提供持续咨询 "的组合对可持续性产生了积极影响。
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引用次数: 0
Human-cobot collaboration's impact on success, time completion, errors, workload, gestures and acceptability during an assembly task 人机协作对装配任务中的成功率、完成时间、错误、工作量、手势和可接受性的影响
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-05-06 DOI: 10.1016/j.apergo.2024.104306
Étienne Fournier , Christine Jeoffrion , Belal Hmedan , Damien Pellier , Humbert Fiorino , Aurélie Landry

The 5.0 industry promotes collaborative robots (cobots). This research studies the impacts of cobot collaboration using an experimental setup. 120 participants realized a simple and a complex assembly task. 50% collaborated with another human (H/H) and 50% with a cobot (H/C). The workload and the acceptability of the cobotic collaboration were measured. Working with a cobot decreases the effect of the task complexity on the human workload and on the output quality. However, it increases the time completion and the number of gestures (while decreasing their frequency). The H/C couples have a higher chance of success but they take more time and more gestures to realize the task. The results of this research could help developers and stakeholders to understand the impacts of implementing a cobot in production chains.

5.0 工业提倡协作机器人(cobots)。本研究通过实验设置来研究协作机器人的影响。120 名参与者分别完成了一项简单和复杂的装配任务。其中 50%与另一名人类(H/H)协作,50%与协作机器人(H/C)协作。实验测量了协作机器人的工作量和可接受性。与 cobot 合作降低了任务复杂性对人类工作量和产出质量的影响。不过,它增加了完成时间和手势数量(同时降低了频率)。H/C组合的成功几率更高,但他们需要更多的时间和更多的手势来完成任务。这项研究的结果有助于开发人员和利益相关者了解在生产链中实施 cobot 的影响。
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引用次数: 0
Effectiveness of a passive military exoskeleton in off-loading weight during static and dynamic load carriage: A randomised cross-over study 被动式军用外骨骼在静态和动态负重运输过程中减轻重量的效果:随机交叉研究
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-05-03 DOI: 10.1016/j.apergo.2024.104293
Pui Wah Kong , Ang Hong Koh , Mei Yee Mavis Ho , Muhammad Nur Shahril Iskandar , Cheryl Xue Er Lim

Background

Load carriage imposes high physical stresses on the human body, increasing the risk of injuries. This study assessed the effectiveness of a passive military exoskeleton in off-loading the weight placed on the body during heavy load carriage under static standing and dynamic walking conditions.

Methods

Eight full-time regular personnel of the Singapore Armed Forces enrolled in the study. Static loading tests included nine trials of 10-s quiet standing while carrying different loads (0–55 kg) with and without the exoskeleton. For dynamic loading, participants walked on a treadmill on flat, inclined, and declined surfaces while carrying two different loads (25 kg, 35 kg) with and without the exoskeleton. In-shoe normal ground reaction forces (GRF) were recorded during quiet standing and treadmill walking. Differences in total force with and without the exoskeleton during static loading were compared using Wilcoxon one-sample signed ranked tests against zero (no weight off-load) as a reference. Statistical parametric mapping test was used to compare the walking in-shoe GRF-time series with and without exoskeleton use for each load and surface condition.

Results

Exoskeleton use was effective in off-loading loads of 2.3–13.5 kg during static quiet standing but the response varied substantially across loads and among the participants. Statistical analysis revealed no meaningful differences in the walking in-shoe GRF with and without exoskeleton use. The results were largely consistent across flat, inclined, and declined surfaces, and both 25-kg and 35-kg loads.

Conclusions

The passive military exoskeleton was effective in off-loading some load from the human body during static quiet standing but not dynamic walking on flat and sloped surfaces. The varied response across loads and participants calls for better design and fitting of the military exoskeleton to individual users.

背景负重搬运对人体造成很大的身体压力,增加了受伤的风险。本研究评估了被动式军用外骨骼在静态站立和动态行走条件下搬运重物时减轻身体重量的效果。静态负载测试包括9次10秒钟的安静站立试验,同时在穿戴和不穿戴外骨骼的情况下携带不同的负载(0-55公斤)。在动态负荷测试中,参加者在跑步机上行走于平坦、倾斜和倾斜表面上,同时在有外骨骼和没有外骨骼的情况下分别负重25公斤和35公斤。在安静站立和在跑步机上行走时,记录鞋内正常地面反作用力(GRF)。使用 Wilcoxon 单样本符号秩和检验对静态负载时穿戴和不穿戴外骨骼时的总力差异进行比较,并以零(无负重)作为参照。结果在静态安静站立时,使用外骨骼可有效卸载 2.3-13.5 千克的负重,但不同负重和不同参与者的反应差异很大。统计分析表明,使用外骨骼和不使用外骨骼时,鞋内行走 GRF 没有明显差异。结论被动式军用外骨骼能在静态安静站立时有效地卸下人体的部分负荷,但不能在平坦和倾斜的地面上进行动态行走。不同负载和不同参与者的反应各不相同,因此需要更好地设计军用外骨骼,并使其适合每个使用者。
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引用次数: 0
Designing digital patient experiences: The digital health design framework 设计数字化患者体验:数字医疗设计框架
IF 3.2 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-04-30 DOI: 10.1016/j.apergo.2024.104289
Tingting Wang , Haiou Zhu , Shuxian Qian , Guido Giunti , Richard Goossens , Marijke Melles

Background

Digital health (DH) brings considerable benefits, but it comes with potential risks. Human Factors (HF) play a critical role in providing high-quality and acceptable DH solutions. Consultation with designers is crucial for reflecting on and improving current DH design practices.

Objectives

We investigated the general DH design processes, challenges, and corresponding strategies that can improve the digital patient experience (PEx).

Methods

A semi-structured interview study with 24 design professionals. All audio recordings were transcribed, deidentified, grammatically corrected, and imported into ATLAS.ti for data analysis. Three coders participated in data coding following the thematic analysis approach.

Results

We identified eight DH design stages and grouped them into four phases: preparation, problem-thinking, problem-solving, and implementation. The analysis presented twelve design challenges associated with contextual, practical, managerial, and commercial aspects that can hinder the design process. We identified eight common strategies used by respondents to tackle these challenges.

Conclusions

We propose a Digital Health Design (DHD) framework to improve the digital PEx. It provides an overview of design deliverables, activities, stakeholders, challenges, and corresponding strategies for each design stage.

背景数字医疗(Digital Health,DH)带来了可观的效益,但也伴随着潜在的风险。人为因素(HF)在提供高质量和可接受的数字保健解决方案方面发挥着至关重要的作用。与设计者的协商对于反思和改进当前的数字医疗设计实践至关重要。我们调查了一般的数字医疗设计流程、挑战以及能够改善数字患者体验(PEx)的相应策略。对所有录音进行转录、去标识、语法校正,并导入 ATLAS.ti 进行数据分析。结果我们确定了八个设计阶段,并将其分为四个阶段:准备阶段、问题思考阶段、问题解决阶段和实施阶段。分析提出了 12 项设计挑战,这些挑战与环境、实践、管理和商业方面有关,可能会阻碍设计过程。结论我们提出了一个数字医疗设计(DHD)框架,以改进数字 PEx。该框架概述了每个设计阶段的设计交付物、活动、利益相关者、挑战以及相应的策略。
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引用次数: 0
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