首页 > 最新文献

Ergonomics最新文献

英文 中文
Event-related driver stress detection with smartphones in an urban environment: a naturalistic driving study. 在城市环境中使用智能手机进行事件相关驾驶员压力检测:一项自然驾驶研究。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-10-01 Epub Date: 2024-03-19 DOI: 10.1080/00140139.2024.2323997
Xin Zhou, Xing Chen, Liu Tang, Yi Wang, Jingyue Zheng, Wei Zhang

Driving in urban areas can be challenging and encounter acute stress. To detect driver stress, collecting data on real roads without interfering the driver is preferred. A smartphone-based data collection protocol was developed to support a naturalistic driving study. Sixty-one participants drove on predetermined real road routes, and driving information as well as physiological, psychological, and facial data were collected. The algorithm identified potentially stressful events based on the collected data. Participants classified these events as low, medium, or highly stressful events by watching recorded videos after the experiment. These events were then used to train prediction models. The best model achieved an accuracy of 92.5% in classifying low/medium/highly stressful events. The contribution of physiological, psychological, and facial expression indices and individual profile information was evaluated. The method can be applied to visualise the geographical distribution of stressors, monitor driver behaviour, and help drivers regulate their driving habits.

在城市地区驾驶具有挑战性,会遇到巨大的压力。要检测驾驶员的压力,最好在不干扰驾驶员的情况下在真实道路上收集数据。我们开发了基于智能手机的数据收集协议,以支持一项自然驾驶研究。61 名参与者在预定的真实道路上驾驶,并收集了驾驶信息以及生理、心理和面部数据。算法根据收集到的数据识别出潜在的压力事件。参与者在实验结束后观看录制的视频,将这些事件分为低度、中度和高度压力事件。这些事件随后被用来训练预测模型。在对低度/中度/高度压力事件进行分类时,最佳模型的准确率达到了 92.5%。对生理、心理和面部表情指数以及个人档案信息的贡献进行了评估。该方法可用于可视化压力源的地理分布、监控驾驶员行为以及帮助驾驶员调节驾驶习惯。
{"title":"Event-related driver stress detection with smartphones in an urban environment: a naturalistic driving study.","authors":"Xin Zhou, Xing Chen, Liu Tang, Yi Wang, Jingyue Zheng, Wei Zhang","doi":"10.1080/00140139.2024.2323997","DOIUrl":"10.1080/00140139.2024.2323997","url":null,"abstract":"<p><p>Driving in urban areas can be challenging and encounter acute stress. To detect driver stress, collecting data on real roads without interfering the driver is preferred. A smartphone-based data collection protocol was developed to support a naturalistic driving study. Sixty-one participants drove on predetermined real road routes, and driving information as well as physiological, psychological, and facial data were collected. The algorithm identified potentially stressful events based on the collected data. Participants classified these events as low, medium, or highly stressful events by watching recorded videos after the experiment. These events were then used to train prediction models. The best model achieved an accuracy of 92.5% in classifying low/medium/highly stressful events. The contribution of physiological, psychological, and facial expression indices and individual profile information was evaluated. The method can be applied to visualise the geographical distribution of stressors, monitor driver behaviour, and help drivers regulate their driving habits.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140159393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sitting versus standing work postures during simulated laparoscopic surgery: in terms of user preferences, comfort, performance and biomechanics. 模拟腹腔镜手术中的坐姿与站姿工作姿势:从用户偏好、舒适度、性能和生物力学角度进行比较。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-10-01 Epub Date: 2024-05-09 DOI: 10.1080/00140139.2024.2332786
Saif K Al-Qaisi, Ilham Abousaleh, Rim Banat, Zavi Lakissian, Rida Zeineddine, Ahmad Zaghal, Abdul Sattar Raslan, Rana Sharara-Chami

Prolonged standing in surgery has been linked to an increased risk of musculoskeletal disorders. The aim of this study was to determine whether sitting could serve as an alternative work posture in laparoscopic procedures. Twenty medical students in their third and fourth years were recruited. Sitting and standing were compared at two task complexity levels on a laparoscopic surgery simulator. Measured variables included user posture preferences, perceived discomfort, performance and biomechanics. Electromyography data from the upper trapezius and erector spinae muscles were analysed. Results showed that posture did not affect surgical performance and erector spinae muscle activation. Sitting showed higher muscle activation at the trapezius muscles; however, perceived discomfort was unaffected. Most participants preferred sitting for the difficult task and standing for the easy task. Findings showed that sitting, with appropriate seat design considerations, could serve as an alternative or even as a preferred work posture for simulated laparoscopic procedures.

手术中长期站立与肌肉骨骼疾病风险增加有关。本研究旨在确定在腹腔镜手术中,坐姿是否可以作为一种替代工作姿势。研究人员招募了 20 名三、四年级的医学生。在腹腔镜手术模拟器上对两种任务复杂程度的坐姿和站姿进行了比较。测量变量包括使用者的姿势偏好、感知到的不适、表现和生物力学。还分析了斜方肌上部和竖脊肌的肌电图数据。结果显示,姿势不会影响手术效果和竖脊肌的激活。坐姿显示斜方肌的肌肉活化程度更高,但感觉到的不适却不受影响。大多数参与者在完成困难的任务时喜欢坐着,而在完成简单的任务时喜欢站着。研究结果表明,考虑到适当的座椅设计,坐姿可以作为模拟腹腔镜手术的替代姿势,甚至是首选工作姿势。
{"title":"Sitting versus standing work postures during simulated laparoscopic surgery: in terms of user preferences, comfort, performance and biomechanics.","authors":"Saif K Al-Qaisi, Ilham Abousaleh, Rim Banat, Zavi Lakissian, Rida Zeineddine, Ahmad Zaghal, Abdul Sattar Raslan, Rana Sharara-Chami","doi":"10.1080/00140139.2024.2332786","DOIUrl":"10.1080/00140139.2024.2332786","url":null,"abstract":"<p><p>Prolonged standing in surgery has been linked to an increased risk of musculoskeletal disorders. The aim of this study was to determine whether sitting could serve as an alternative work posture in laparoscopic procedures. Twenty medical students in their third and fourth years were recruited. Sitting and standing were compared at two task complexity levels on a laparoscopic surgery simulator. Measured variables included user posture preferences, perceived discomfort, performance and biomechanics. Electromyography data from the upper trapezius and erector spinae muscles were analysed. Results showed that posture did not affect surgical performance and erector spinae muscle activation. Sitting showed higher muscle activation at the trapezius muscles; however, perceived discomfort was unaffected. Most participants preferred sitting for the difficult task and standing for the easy task. Findings showed that sitting, with appropriate seat design considerations, could serve as an alternative or even as a preferred work posture for simulated laparoscopic procedures.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140899288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The effect of font boldness, noise disturbance and time pressure on human error in the context of cloud change operation. 字体醒目度、噪音干扰和时间压力对云变化操作中人为错误的影响。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-10-01 Epub Date: 2024-01-08 DOI: 10.1080/00140139.2023.2300941
Shuo Peng, Changxu Wu, Jiahao Yu

This study investigated the number of operator errors, task completion time, and workload of subjects at different levels by imposing conditions such as focused text boldness, noise disturbance, and time pressure to simulate a realistic cloud change business process in the laboratory. Results of the study showed that the text bolding of important content reduced the number of errors, whereas noise interference increased the number of errors. Text boldness only reduced the number of corrected errors, and noise interference only increased the number of uncorrected errors. Moreover, bolding was found to have different effects on the number of errors under different noise levels and time pressure levels, with text boldness significantly reducing the number of total errors only in quiet or low time pressure states. Time pressure had no effect on cloud change task error counts, but high time pressure resulted in higher subjective workload.

本研究通过施加重点文本加粗、噪音干扰和时间压力等条件,模拟实验室中真实的云变更业务流程,调查了不同级别受试者的操作错误数量、任务完成时间和工作量。研究结果表明,重要内容的文字加粗减少了错误数量,而噪音干扰则增加了错误数量。文字加粗只会减少已更正错误的数量,而噪音干扰只会增加未更正错误的数量。此外,在不同的噪音水平和时间压力水平下,加粗对错误数量的影响也不同,只有在安静或低时间压力状态下,文字加粗才会显著减少总错误数量。时间压力对云变化任务的错误数没有影响,但高时间压力会导致主观工作量增加。
{"title":"The effect of font boldness, noise disturbance and time pressure on human error in the context of cloud change operation.","authors":"Shuo Peng, Changxu Wu, Jiahao Yu","doi":"10.1080/00140139.2023.2300941","DOIUrl":"10.1080/00140139.2023.2300941","url":null,"abstract":"<p><p>This study investigated the number of operator errors, task completion time, and workload of subjects at different levels by imposing conditions such as focused text boldness, noise disturbance, and time pressure to simulate a realistic cloud change business process in the laboratory. Results of the study showed that the text bolding of important content reduced the number of errors, whereas noise interference increased the number of errors. Text boldness only reduced the number of corrected errors, and noise interference only increased the number of uncorrected errors. Moreover, bolding was found to have different effects on the number of errors under different noise levels and time pressure levels, with text boldness significantly reducing the number of total errors only in quiet or low time pressure states. Time pressure had no effect on cloud change task error counts, but high time pressure resulted in higher subjective workload.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139378720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The comfort and functional performance of personal protective equipment for police officers: a systematic scoping review. 警察个人防护装备的舒适性和功能性:系统性范围界定审查。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-10-01 Epub Date: 2024-01-24 DOI: 10.1080/00140139.2024.2302957
Sean Hudson, Leanne Ridland, Joanna Blackburn, Leanne Monchuk, Karen Ousey

This scoping review aimed to identify and summarise evidence on the comfort and functional performance of police officer personal protective equipment (PPE). The Arksey and O'Malley (2005) five-stage framework for scoping reviews was followed. PubMed, CINAHL, Scopus, and Web of Science were searched, and 35 articles were included in the review. The findings show that increased police PPE mass increases heart rate, metabolic energy expenditure, and perceived exertion in response to exercise. Unisex armour designs cause increased discomfort for females with larger bra sizes. PPE reduces joint-specific range of motion, with the design and location impairing movement more than mass. Jumping and sprinting performance is decreased with heavy PPE but unaffected by lighter protection, while agility is compromised with most forms of protection. Future research is needed on the fit and function of PPE for specialist police units, such as mounted police, along with further investigations on how fit can affect functional performance.

本次范围界定审查旨在确定和总结有关警官个人防护装备 (PPE) 舒适性和功能性的证据。研究采用了 Arksey 和 O'Malley(2005 年)的范围界定研究五阶段框架。对 PubMed、CINAHL、Scopus 和 Web of Science 进行了检索,共有 35 篇文章被纳入审查范围。研究结果表明,警用个人防护设备质量的增加会提高心率、代谢能量消耗和运动时的体力消耗。中性护甲设计会增加胸罩尺寸较大的女性的不适感。个人防护设备会减小特定关节的活动范围,其设计和位置对活动的影响大于质量。重型个人防护设备会降低跳跃和冲刺性能,而轻型防护设备则不受影响,而大多数防护形式都会影响敏捷性。今后需要对骑警等特种警察部队的个人防护设备的合身性和功能进行研究,并进一步调查合身性如何影响功能表现。
{"title":"The comfort and functional performance of personal protective equipment for police officers: a systematic scoping review.","authors":"Sean Hudson, Leanne Ridland, Joanna Blackburn, Leanne Monchuk, Karen Ousey","doi":"10.1080/00140139.2024.2302957","DOIUrl":"10.1080/00140139.2024.2302957","url":null,"abstract":"<p><p>This scoping review aimed to identify and summarise evidence on the comfort and functional performance of police officer personal protective equipment (PPE). The Arksey and O'Malley (2005) five-stage framework for scoping reviews was followed. PubMed, CINAHL, Scopus, and Web of Science were searched, and 35 articles were included in the review. The findings show that increased police PPE mass increases heart rate, metabolic energy expenditure, and perceived exertion in response to exercise. Unisex armour designs cause increased discomfort for females with larger bra sizes. PPE reduces joint-specific range of motion, with the design and location impairing movement more than mass. Jumping and sprinting performance is decreased with heavy PPE but unaffected by lighter protection, while agility is compromised with most forms of protection. Future research is needed on the fit and function of PPE for specialist police units, such as mounted police, along with further investigations on how fit can affect functional performance.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139543106","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact of remote work using mobile information and communication technologies on physical health: a systematic review. 使用移动信息和通信技术进行远程工作对身体健康的影响:系统综述。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-10-01 Epub Date: 2024-02-15 DOI: 10.1080/00140139.2024.2304582
Konstantin Wechsler, Stephanie Griemsmann, Britta Weber, Rolf Ellegast

Remote e-working with information and communication technology (ICT) has long been on the rise, with its implementation accelerated by mandatory working from home regulations during the COVID-19 pandemic. This systematic literature review summarises the influencing factors of ICT-based remote e-working (device types, duration of use, user interfaces, etc.) on the physical health (musculoskeletal system and eyes) of knowledge workers. A search in four electronic databases and a manual search in four German journals resulted in 21 articles being included in this review. A bias analysis was conducted for all articles. Unfavourable postures, inappropriate working devices and certain environmental factors may cause a range of physical complaints, even after comparably short periods of time. Mostly, these complaints are greater compared to those experienced when working on a fully equipped stationary computer. Therefore, remote e-working requires careful planning, awareness, and the willingness to embrace working situations that counteract these problems.

利用信息和通信技术(ICT)进行远程电子办公的趋势早已有之,在 COVID-19 大流行期间,强制在家办公的规定加速了远程电子办公的实施。本系统性文献综述总结了基于信息通信技术的远程电子办公(设备类型、使用时间、用户界面等)对知识工作者身体健康(肌肉骨骼系统和眼睛)的影响因素。通过对四个电子数据库的检索和对四种德国期刊的人工检索,21 篇文章被纳入本综述。对所有文章进行了偏差分析。不良姿势、不适当的工作设备和某些环境因素可能导致一系列身体不适,即使工作时间较短也是如此。与在设备齐全的固定电脑上工作时相比,这些不适大多更为严重。因此,远程电子工作需要精心策划、提高认识,并愿意接受能够解决这些问题的工作环境。
{"title":"The impact of remote work using mobile information and communication technologies on physical health: a systematic review.","authors":"Konstantin Wechsler, Stephanie Griemsmann, Britta Weber, Rolf Ellegast","doi":"10.1080/00140139.2024.2304582","DOIUrl":"10.1080/00140139.2024.2304582","url":null,"abstract":"<p><p>Remote e-working with information and communication technology (ICT) has long been on the rise, with its implementation accelerated by mandatory working from home regulations during the COVID-19 pandemic. This systematic literature review summarises the influencing factors of ICT-based remote e-working (device types, duration of use, user interfaces, etc.) on the physical health (musculoskeletal system and eyes) of knowledge workers. A search in four electronic databases and a manual search in four German journals resulted in 21 articles being included in this review. A bias analysis was conducted for all articles. Unfavourable postures, inappropriate working devices and certain environmental factors may cause a range of physical complaints, even after comparably short periods of time. Mostly, these complaints are greater compared to those experienced when working on a fully equipped stationary computer. Therefore, remote e-working requires careful planning, awareness, and the willingness to embrace working situations that counteract these problems.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139736608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How flight experience impacts pilots' decision-making and visual scanning pattern in low-visibility approaches: preliminary evidence from eye tracking. 飞行经验如何影响飞行员在低能见度情况下的决策和视觉扫描模式:来自眼动跟踪的初步证据。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-10-01 Epub Date: 2024-01-22 DOI: 10.1080/00140139.2023.2298992
Shan Gao, Lei Wang

The visual approach is the most accident-prone phase of a flight, especially in low-visibility conditions. This preliminary study aimed to examine the effects of flight experience on pilots' decision-making and visual scanning pattern in low-visibility approaches. Twenty pilots were separated into two groups based on their flight experience and completed the high- and low-visibility approaches in balanced order using a high-fidelity flight simulator. Pilots' mental workload and visual scanning patterns were recorded via an eye tracker. The results showed that, compared to less flight-experienced pilots (20%, 3/15), experienced pilots (80%, 4/5) were more likely to make go-around decisions in the low-visibility approaches. Furthermore, they exhibited a more flexible and adaptable visual scanning pattern by quickly shifting their attention, as evidenced by decreased fixations and increased saccades. These findings suggest that the integration of visual scanning strategy and training solution with a marginally meteorological approach may enhance decision-making safety for novice pilots.

目视进近是飞行中最容易发生事故的阶段,尤其是在低能见度条件下。本初步研究旨在探讨飞行经验对飞行员在低能见度进近时的决策和视觉扫描模式的影响。根据飞行经验将 20 名飞行员分成两组,使用高仿真飞行模拟器按平衡顺序完成高能见度和低能见度进近。飞行员的脑力劳动负荷和视觉扫描模式均通过眼动仪记录下来。结果显示,与飞行经验较少的飞行员(20%,3/15)相比,飞行经验丰富的飞行员(80%,4/5)在低能见度进近时更有可能做出绕飞决定。此外,他们通过快速转移注意力,表现出更灵活、适应性更强的视觉扫描模式,这体现在固定视觉的减少和眼动的增加上。这些研究结果表明,将视觉扫描策略和训练方案与微气象方法相结合,可以提高新手飞行员的决策安全性。
{"title":"How flight experience impacts pilots' decision-making and visual scanning pattern in low-visibility approaches: preliminary evidence from eye tracking.","authors":"Shan Gao, Lei Wang","doi":"10.1080/00140139.2023.2298992","DOIUrl":"10.1080/00140139.2023.2298992","url":null,"abstract":"<p><p>The visual approach is the most accident-prone phase of a flight, especially in low-visibility conditions. This preliminary study aimed to examine the effects of flight experience on pilots' decision-making and visual scanning pattern in low-visibility approaches. Twenty pilots were separated into two groups based on their flight experience and completed the high- and low-visibility approaches in balanced order using a high-fidelity flight simulator. Pilots' mental workload and visual scanning patterns were recorded via an eye tracker. The results showed that, compared to less flight-experienced pilots (20%, 3/15), experienced pilots (80%, 4/5) were more likely to make go-around decisions in the low-visibility approaches. Furthermore, they exhibited a more flexible and adaptable visual scanning pattern by quickly shifting their attention, as evidenced by decreased fixations and increased saccades. These findings suggest that the integration of visual scanning strategy and training solution with a marginally meteorological approach may enhance decision-making safety for novice pilots.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139521542","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improved REBA: deep learning based rapid entire body risk assessment for prevention of musculoskeletal disorders. 改进的 REBA:基于深度学习的快速全身风险评估,用于预防肌肉骨骼疾病。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-10-01 Epub Date: 2024-02-29 DOI: 10.1080/00140139.2024.2306315
Zeyu Jiao, Kai Huang, Qun Wang, Guozhu Jia, Zhenyu Zhong, Yingjie Cai

Preventing work-related musculoskeletal disorders (WMSDs) is crucial in reducing their impact on individuals and society. However, the existing mainstream 2D image-based approach is insufficient in capturing the complex 3D movements and postures involved in many occupational tasks. To address this, an improved deep learning-based rapid entire body assessment (REBA) method has been proposed. The method takes working videos as input and automatically outputs the corresponding REBA score through 3D pose reconstruction. The proposed method achieves an average precision of 94.7% on real-world data, which is comparable to that of ergonomic experts. Furthermore, the method has the potential to be applied across a wide range of industries as it has demonstrated good generalisation in multiple scenarios. The proposed method offers a promising solution for automated and accurate risk assessment of WMSDs, with implications for various industries to ensure the safety and well-being of workers.

预防与工作相关的肌肉骨骼疾病(WMSDs)对于减少其对个人和社会的影响至关重要。然而,现有的基于二维图像的主流方法不足以捕捉许多职业任务中涉及的复杂三维动作和姿势。为了解决这个问题,我们提出了一种基于深度学习的改进型快速全身评估(REBA)方法。该方法将工作视频作为输入,通过三维姿态重建自动输出相应的 REBA 分数。该方法在真实世界数据上的平均精确度达到 94.7%,与人体工程学专家的精确度相当。此外,由于该方法在多个场景中都表现出了良好的泛化能力,因此有望应用于各行各业。所提出的方法为WMSDs的自动和准确风险评估提供了一个前景广阔的解决方案,对各行各业确保工人的安全和福祉具有重要意义。
{"title":"Improved REBA: deep learning based rapid entire body risk assessment for prevention of musculoskeletal disorders.","authors":"Zeyu Jiao, Kai Huang, Qun Wang, Guozhu Jia, Zhenyu Zhong, Yingjie Cai","doi":"10.1080/00140139.2024.2306315","DOIUrl":"10.1080/00140139.2024.2306315","url":null,"abstract":"<p><p>Preventing work-related musculoskeletal disorders (WMSDs) is crucial in reducing their impact on individuals and society. However, the existing mainstream 2D image-based approach is insufficient in capturing the complex 3D movements and postures involved in many occupational tasks. To address this, an improved deep learning-based rapid entire body assessment (REBA) method has been proposed. The method takes working videos as input and automatically outputs the corresponding REBA score through 3D pose reconstruction. The proposed method achieves an average precision of 94.7% on real-world data, which is comparable to that of ergonomic experts. Furthermore, the method has the potential to be applied across a wide range of industries as it has demonstrated good generalisation in multiple scenarios. The proposed method offers a promising solution for automated and accurate risk assessment of WMSDs, with implications for various industries to ensure the safety and well-being of workers.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139998212","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Virtual fit and design improvements of a filtering half-mask for sub-adult wearers. 针对亚成年人佩戴者的过滤式半面罩的虚拟适配和设计改进。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-10-01 Epub Date: 2024-02-13 DOI: 10.1080/00140139.2023.2298984
Martin Čuta, Mikoláš Jurda, Veronika Kováčová, Marie Jandová, Vendula Bezděková, Dominik Černý, Petra Urbanová

The recent pandemic has shown that protecting the general population from hazardous substances or pathogens can be a challenging and urgent task. The key element to adequate protection is appropriately sized, well-fitted and sufficiently distributed personal protective equipment (PPE). While these conditions are followed for adult PPE wearers, they are less considered when it comes to protecting subadults. In this study, the assessment of the fit and design improvements of a 3D-printed facial half mask for subadult wearers (4-18 years) is designed. The target population was represented by 1137 subadults, aged 4.06-18.94 years, for whom 3D face models were acquired. The half mask tested, which was originally provided in one subadult size, did not fit appropriately the target population. This finding prompted the creation of four size categories using the age-dependent distribution of the centroid size calculated from 7 facial landmarks. For each size category, a modified half-mask virtual design was created, including resizing and reshaping, and fit was evaluated visually and numerically using averaged and random 3D face representatives.Practitioner summary: The reason for this study was to describe procedures which led to design improvement of an existing half-mask and provide respiratory protection for subadults. To address this, fit was assessed using an innovative metric approach. Four sizes were then created based on centroid size, resulting in improved fit and design.Abbreviations: CH: cheilion landmark; CS: centroid size; EX: exocanthion landmark; GN: gnathion landmark; N: nasion landmark; PPE: personal protective equipment; PR: pronasale landmark; RPE: respiratory protective equipment.

最近的大流行病表明,保护大众免受危险物质或病原体的侵害是一项具有挑战性的紧迫任务。充分保护的关键因素是个人防护设备(PPE)的尺寸适当、合身且分布充分。虽然成人个人防护设备穿戴者都会遵守这些条件,但在保护亚成年人时却较少考虑这些条件。在这项研究中,我们设计了一种 3D 打印的半面罩,用于评估亚成年人(4-18 岁)佩戴者的合身性和设计改进。研究对象为 1137 名年龄在 4.06-18.94 岁之间的亚成年人,并为他们获取了三维面部模型。测试的半面罩最初只有一种亚成人尺寸,并不适合目标人群。这一发现促使我们利用根据 7 个面部地标计算出的中心点尺寸的年龄分布,创建了四个尺寸类别。对于每个尺寸类别,都创建了一个修改后的半面罩虚拟设计,包括调整尺寸和重塑形状,并使用平均和随机三维面部代表进行视觉和数字评估。为此,我们采用创新的度量方法对佩戴舒适度进行了评估。然后根据中心点尺寸创建了四种尺寸,从而改进了佩戴和设计:缩写:CH:cheilion 地标;CS:中心点尺寸;EX:exocanthion 地标;GN:gnathion 地标;N:nasion 地标;PPE:个人防护装备;PR:pronasale 地标;RPE:呼吸防护装备。
{"title":"Virtual fit and design improvements of a filtering half-mask for sub-adult wearers.","authors":"Martin Čuta, Mikoláš Jurda, Veronika Kováčová, Marie Jandová, Vendula Bezděková, Dominik Černý, Petra Urbanová","doi":"10.1080/00140139.2023.2298984","DOIUrl":"10.1080/00140139.2023.2298984","url":null,"abstract":"<p><p>The recent pandemic has shown that protecting the general population from hazardous substances or pathogens can be a challenging and urgent task. The key element to adequate protection is appropriately sized, well-fitted and sufficiently distributed personal protective equipment (PPE). While these conditions are followed for adult PPE wearers, they are less considered when it comes to protecting subadults. In this study, the assessment of the fit and design improvements of a 3D-printed facial half mask for subadult wearers (4-18 years) is designed. The target population was represented by 1137 subadults, aged 4.06-18.94 years, for whom 3D face models were acquired. The half mask tested, which was originally provided in one subadult size, did not fit appropriately the target population. This finding prompted the creation of four size categories using the age-dependent distribution of the centroid size calculated from 7 facial landmarks. For each size category, a modified half-mask virtual design was created, including resizing and reshaping, and fit was evaluated visually and numerically using averaged and random 3D face representatives.<b>Practitioner summary:</b> The reason for this study was to describe procedures which led to design improvement of an existing half-mask and provide respiratory protection for subadults. To address this, fit was assessed using an innovative metric approach. Four sizes were then created based on centroid size, resulting in improved fit and design.<b>Abbreviations</b>: CH: cheilion landmark; CS: centroid size; EX: exocanthion landmark; GN: gnathion landmark; N: nasion landmark; PPE: personal protective equipment; PR: pronasale landmark; RPE: respiratory protective equipment.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139730912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Examining flight time, cognitive reflection, workload, stress and metacognition on decision making performance for pilots during flight simulation. 研究飞行时间、认知反思、工作量、压力和元认知对模拟飞行中飞行员决策能力的影响。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-09-19 DOI: 10.1080/00140139.2024.2404642
Aoife Mohan, Boban Simonovic, Katia C Vione, Edward Stupple

Despite technological advancements, human decision errors still contribute to civil aviation accidents. This study investigated whether flight time, cognitive reflection, task-load, metacognition, and perceived stress predicted decision-making (DM) performance during two in-flight training simulations with 104 commercial pilots at Bogota International Airport. Hierarchical regression analysis revealed that the predictors accounted for 56% of the variance. Cognitive reflection, flight time and performance task load emerged as significant positive predictors. Cognitive reflection significantly moderated the relationship between flight time and DM performance, with pilots scoring lower on cognitive reflection showing improved DM with increased flight time, while controlling for performance task load. The study did not find significant relationships between stress metacognition and DM performance. The study emphasises the significance of advanced training methods in improving pilots' DM, especially for those with low cognitive reflection. Future research should expand to multiple airlines, address gender balance, and incorporate direct measures of metacognitive monitoring.

尽管技术不断进步,但人为决策失误仍是造成民航事故的原因之一。本研究调查了飞行时间、认知反思、任务负荷、元认知和感知压力是否能预测波哥大国际机场 104 名商业飞行员在两次飞行模拟训练中的决策(DM)表现。层次回归分析表明,这些预测因素占方差的 56%。认知反思、飞行时间和飞行任务负荷是显著的正向预测因素。认知反思在很大程度上调节了飞行时间与管理绩效之间的关系,在控制绩效任务负荷的情况下,随着飞行时间的增加,认知反思得分较低的飞行员的管理绩效会有所提高。研究没有发现压力元认知与 DM 表现之间有明显关系。这项研究强调了先进的培训方法对于提高飞行员的DM,尤其是认知反思能力较低的飞行员的DM具有重要意义。未来的研究应扩展到多家航空公司,解决性别平衡问题,并纳入元认知监测的直接测量方法。
{"title":"Examining flight time, cognitive reflection, workload, stress and metacognition on decision making performance for pilots during flight simulation.","authors":"Aoife Mohan, Boban Simonovic, Katia C Vione, Edward Stupple","doi":"10.1080/00140139.2024.2404642","DOIUrl":"https://doi.org/10.1080/00140139.2024.2404642","url":null,"abstract":"<p><p>Despite technological advancements, human decision errors still contribute to civil aviation accidents. This study investigated whether flight time, cognitive reflection, task-load, metacognition, and perceived stress predicted decision-making (DM) performance during two in-flight training simulations with 104 commercial pilots at Bogota International Airport. Hierarchical regression analysis revealed that the predictors accounted for 56% of the variance. Cognitive reflection, flight time and performance task load emerged as significant positive predictors. Cognitive reflection significantly moderated the relationship between flight time and DM performance, with pilots scoring lower on cognitive reflection showing improved DM with increased flight time, while controlling for performance task load. The study did not find significant relationships between stress metacognition and DM performance. The study emphasises the significance of advanced training methods in improving pilots' DM, especially for those with low cognitive reflection. Future research should expand to multiple airlines, address gender balance, and incorporate direct measures of metacognitive monitoring.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142300025","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing advanced driver assistance systems in police vehicles under demanding conditions. 评估警车在苛刻条件下的高级驾驶辅助系统。
IF 2.4 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-09-18 DOI: 10.1080/00140139.2024.2404652
Farzaneh Shahini,Vanessa Nasr,Maryam Zahabi
Advanced driver-assistance systems (ADAS) are technologies that can enhance drivers' safety by relieving them from some driving related activities. However, police driving conditions and demands are different from those of civilian drivers. The objective of this study was to assess the impact of ADAS such as forward collision warning (FCW), automatic emergency braking (AEB), and blind spot monitoring (BSM) on police officers' driving performance, workload, and trust in vehicle safety to provide personalised solutions for police vehicles. A driving simulation study was conducted with 18 police officers. ADAS use was assessed under various driving conditions and while officers were engaged in non-driving related tasks. Findings suggested that the FCW and AEB systems improved officers' driving performance, while the BSM system had limited effectiveness due to low salience. ADAS were beneficial under normal driving conditions and when officers were using in-vehicle technology; however, they did not help officers in pursuit conditions.
高级驾驶员辅助系统(ADAS)是一种技术,可以减轻驾驶员的一些驾驶相关活动,从而提高驾驶员的安全性。然而,警察的驾驶条件和需求与平民驾驶员不同。本研究的目的是评估前撞预警(FCW)、自动紧急制动(AEB)和盲点监测(BSM)等 ADAS 对警员驾驶表现、工作量和车辆安全信任度的影响,从而为警用车辆提供个性化解决方案。我们对 18 名警官进行了驾驶模拟研究。在不同的驾驶条件下,以及在警官从事与驾驶无关的任务时,对 ADAS 的使用情况进行了评估。研究结果表明,FCW 和 AEB 系统提高了警员的驾驶表现,而 BSM 系统由于显著性低,效果有限。在正常驾驶条件下以及警官使用车载技术时,自动驾驶辅助系统都是有益的;但在追捕条件下,它们对警官没有帮助。
{"title":"Assessing advanced driver assistance systems in police vehicles under demanding conditions.","authors":"Farzaneh Shahini,Vanessa Nasr,Maryam Zahabi","doi":"10.1080/00140139.2024.2404652","DOIUrl":"https://doi.org/10.1080/00140139.2024.2404652","url":null,"abstract":"Advanced driver-assistance systems (ADAS) are technologies that can enhance drivers' safety by relieving them from some driving related activities. However, police driving conditions and demands are different from those of civilian drivers. The objective of this study was to assess the impact of ADAS such as forward collision warning (FCW), automatic emergency braking (AEB), and blind spot monitoring (BSM) on police officers' driving performance, workload, and trust in vehicle safety to provide personalised solutions for police vehicles. A driving simulation study was conducted with 18 police officers. ADAS use was assessed under various driving conditions and while officers were engaged in non-driving related tasks. Findings suggested that the FCW and AEB systems improved officers' driving performance, while the BSM system had limited effectiveness due to low salience. ADAS were beneficial under normal driving conditions and when officers were using in-vehicle technology; however, they did not help officers in pursuit conditions.","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142266336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Ergonomics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1