首页 > 最新文献

Ergonomics最新文献

英文 中文
Review on design of real-time posture monitoring system for the cervical region. 颈椎区域实时姿势监测系统设计综述。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-31 DOI: 10.1080/00140139.2024.2334919
Vivek Sharma, Vijay Mohan K

In cervical health, the Posture Monitoring System (PMS) employs sensors to capture and transmit posture data to the cloud via Wi-Fi. This systematic review examines wearable PMS devices for cervical posture, analysing their attributes, findings, and limitations. Using systematic literature analysis, related studies were collected from diverse databases concentrating on wearable cervical posture devices. The review analysed the outcomes of each neck posture and each monitor type on the CVA ratio based on PMS. However, limitations, such as small sample sizes, limited functions, and privacy concerns were noted across the devices. The findings underscore the importance of considering user comfort and data accuracy in designing and implementing wearable posture monitors. Future studies should also explore the integration of advanced technologies and user-centred design principles to develop more accurate and user-friendly devices.

在颈椎健康方面,姿势监测系统(PMS)采用传感器捕捉姿势数据并通过 Wi-Fi 传输到云端。本系统综述研究了用于颈椎姿势的可穿戴 PMS 设备,分析了其属性、研究结果和局限性。通过系统的文献分析,我们从各种数据库中收集了有关可穿戴颈椎姿势设备的相关研究。综述分析了每种颈部姿势和每种监视器类型对基于 PMS 的 CVA 比率的影响。不过,也注意到了各种设备的局限性,如样本量小、功能有限和隐私问题。研究结果强调了在设计和实施可穿戴式姿势监测器时考虑用户舒适度和数据准确性的重要性。未来的研究还应探索如何将先进技术与以用户为中心的设计原则相结合,开发出更准确、更方便用户使用的设备。
{"title":"Review on design of real-time posture monitoring system for the cervical region.","authors":"Vivek Sharma, Vijay Mohan K","doi":"10.1080/00140139.2024.2334919","DOIUrl":"10.1080/00140139.2024.2334919","url":null,"abstract":"<p><p>In cervical health, the Posture Monitoring System (PMS) employs sensors to capture and transmit posture data to the cloud via Wi-Fi. This systematic review examines wearable PMS devices for cervical posture, analysing their attributes, findings, and limitations. Using systematic literature analysis, related studies were collected from diverse databases concentrating on wearable cervical posture devices. The review analysed the outcomes of each neck posture and each monitor type on the CVA ratio based on PMS. However, limitations, such as small sample sizes, limited functions, and privacy concerns were noted across the devices. The findings underscore the importance of considering user comfort and data accuracy in designing and implementing wearable posture monitors. Future studies should also explore the integration of advanced technologies and user-centred design principles to develop more accurate and user-friendly devices.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":" ","pages":"1-13"},"PeriodicalIF":2.0,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141857035","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
Supporting human factors and ergonomics professionals in anticipating future work changes in response to the anthropocene. 支持人为因素和人体工程学专业人员预测未来工作的变化,以应对 "人类世"。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-29 DOI: 10.1080/00140139.2024.2383947
Cynthia Lopez-Bagousse, Arciszewski Thomas, Nathalie Bonnardel

Ergonomics is evolving towards including a broader consideration of ecological and political factors in the design of work environments by adopting an interconnected systems paradigm, highlighting the importance of considering the ecological and political impacts of business. The emergence of 'green ergonomics' encourages sustainable human systems integrated in their natural environment, while respecting ethical values such as respect for human rights and diversity. On the one hand, this is leading to new areas of ergonomic research and intervention, such as energy management and corporate CSR, and on the other, to the need to develop specific skills to anticipate the future in innovative ways. For Human Factors and Ergonomics professionals (HF&E professionals), this means adopting prospective approaches that incorporate tools and methods to promote foresight, as well as creativity to imagine potential future work activities.

人体工程学正朝着在工作环境设计中更广泛地考虑生态和政治因素的方向发展,采用一种相互关联的系统范式,强调考虑企业对生态和政治影响的重要性。绿色人体工程学 "的出现鼓励将可持续的人类系统融入自然环境,同时尊重人权和多样性等道德价值观。一方面,这导致了人体工程学研究和干预的新领域,如能源管理和企业社会责任,另一方面,也需要发展特殊技能,以创新的方式预测未来。对于人为因素和人体工程学专业人员(HF&E 专业人员)来说,这意味着要采用前瞻性的方法,将各种工具和方法结合起来,促进前瞻性,并发挥创造力,想象未来可能开展的工作活动。
{"title":"Supporting human factors and ergonomics professionals in anticipating future work changes in response to the anthropocene.","authors":"Cynthia Lopez-Bagousse, Arciszewski Thomas, Nathalie Bonnardel","doi":"10.1080/00140139.2024.2383947","DOIUrl":"10.1080/00140139.2024.2383947","url":null,"abstract":"<p><p>Ergonomics is evolving towards including a broader consideration of ecological and political factors in the design of work environments by adopting an interconnected systems paradigm, highlighting the importance of considering the ecological and political impacts of business. The emergence of 'green ergonomics' encourages sustainable human systems integrated in their natural environment, while respecting ethical values such as respect for human rights and diversity. On the one hand, this is leading to new areas of ergonomic research and intervention, such as energy management and corporate CSR, and on the other, to the need to develop specific skills to anticipate the future in innovative ways. For Human Factors and Ergonomics professionals (HF&E professionals), this means adopting prospective approaches that incorporate tools and methods to promote foresight, as well as creativity to imagine potential future work activities.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":" ","pages":"1-12"},"PeriodicalIF":2.0,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141793976","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
Human factors considerations for the context-aware design of adaptive autonomous teammates. 自适应自主队友情境感知设计中的人为因素考虑。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-26 DOI: 10.1080/00140139.2024.2380341
Allyson I Hauptman, Rohit Mallick, Christopher Flathmann, Nathan J McNeese

Despite the gains in performance that AI can bring to human-AI teams, they also present them with new challenges, such as the decline in human ability to respond to AI failures as the AI becomes more autonomous. This challenge is particularly dangerous in human-AI teams, where the AI holds a unique role in the team's success. Thus, it is imperative that researchers find solutions for designing AI team-mates that consider their human team-mates' needs in their adaptation logic. This study explores adaptive autonomy as a solution to overcoming these challenges. We conducted twelve contextual inquiries with professionals in two teaming contexts in order to understand how human teammate perceptions can be used to determine optimal autonomy levels for AI team-mates. The results of this study will enable the human factors community to develop AI team-mates that can enhance their team's performance while avoiding the potentially devastating impacts of their failures.

尽管人工智能能为人类-人工智能团队带来更高的绩效,但也给他们带来了新的挑战,例如随着人工智能变得越来越自主,人类应对人工智能故障的能力也会下降。这一挑战在人类-人工智能团队中尤为危险,因为人工智能在团队的成功中扮演着独特的角色。因此,研究人员必须找到设计人工智能队友的解决方案,在适应逻辑中考虑人类队友的需求。本研究探讨了适应性自主作为克服这些挑战的解决方案。我们在两种组队环境中对专业人员进行了 12 次情境调查,以了解如何利用人类队友的感知来确定人工智能队友的最佳自主水平。这项研究的结果将使人因学界能够培养出既能提高团队绩效,又能避免失败带来的潜在破坏性影响的人工智能队友。
{"title":"Human factors considerations for the context-aware design of adaptive autonomous teammates.","authors":"Allyson I Hauptman, Rohit Mallick, Christopher Flathmann, Nathan J McNeese","doi":"10.1080/00140139.2024.2380341","DOIUrl":"10.1080/00140139.2024.2380341","url":null,"abstract":"<p><p>Despite the gains in performance that AI can bring to human-AI teams, they also present them with new challenges, such as the decline in human ability to respond to AI failures as the AI becomes more autonomous. This challenge is particularly dangerous in human-AI teams, where the AI holds a unique role in the team's success. Thus, it is imperative that researchers find solutions for designing AI team-mates that consider their human team-mates' needs in their adaptation logic. This study explores adaptive autonomy as a solution to overcoming these challenges. We conducted twelve contextual inquiries with professionals in two teaming contexts in order to understand how human teammate perceptions can be used to determine optimal autonomy levels for AI team-mates. The results of this study will enable the human factors community to develop AI team-mates that can enhance their team's performance while avoiding the potentially devastating impacts of their failures.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":" ","pages":"1-17"},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141762342","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
Facilitating and hindering factors for routine adaptations in manufacturing and effects on human performance- unexpected insights from three experimental studies in a special purpose setting. 生产过程中常规调整的促进因素和阻碍因素及其对人类表现的影响--从特殊用途环境中的三项实验研究中获得的意外启示。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-24 DOI: 10.1080/00140139.2024.2369706
Annette Kluge, Arnulf S Schüffler, Christof Thim, Norbert Gronau

Consumer behaviour changes and strategic management decisions are driving adaptations in manufacturing routines. Based on the theory of situational strength, we investigated how contextual and person-related factors influence workers' adaptation in a two-worker position routine. Contextual factors, like retrieval cues (Study 1), time pressure (Study 2), and convenience (Study 3), were varied. Person-related factors included retentivity, general and routine-specific self-efficacy, and perceived adaptation costs. Dependent variables included various error types and production time before and after adaptation. In each study, 148 participants were trained in a production routine at t1 and executed an adapted routine at t2, one week later. Repeated measures ANOVA for performance at t1 and t2, and MANOVA for performance at t2, revealed that time increased for all groups at t2. For participants in Studies 1 & 2, error rates remained consistent. Retentivity significantly impacted errors at both t1 and t2, emphasising that routine changes in a 'running business' take time, regardless of contextual factors. Workers with lower retentivity may require additional support.

消费者行为的变化和战略管理决策正在推动生产常规的调整。基于情境强度理论,我们研究了情境因素和与人相关的因素如何影响工人在双人岗位例行工作中的适应性。情境因素包括检索线索(研究 1)、时间压力(研究 2)和便利性(研究 3)。与人相关的因素包括缄默性、一般自我效能感和特定常规自我效能感以及感知到的适应成本。因变量包括各种错误类型以及适应前后的生产时间。在每项研究中,148 名参与者在 t1 时接受了制作例程训练,并在一周后的 t2 时执行了经过调整的例程。对 t1 和 t2 时的成绩进行重复测量方差分析,对 t2 时的成绩进行 MANOVA 分析,结果表明,所有组别在 t2 时的时间都有所增加。研究 1 和研究 2 的参与者的错误率保持一致。缄默性对 t1 和 t2 的错误率有很大影响,这说明 "经营业务 "中的常规变化需要时间,与环境因素无关。缄默度较低的工人可能需要额外的支持。
{"title":"Facilitating and hindering factors for routine adaptations in manufacturing and effects on human performance- unexpected insights from three experimental studies in a special purpose setting.","authors":"Annette Kluge, Arnulf S Schüffler, Christof Thim, Norbert Gronau","doi":"10.1080/00140139.2024.2369706","DOIUrl":"10.1080/00140139.2024.2369706","url":null,"abstract":"<p><p>Consumer behaviour changes and strategic management decisions are driving adaptations in manufacturing routines. Based on the theory of situational strength, we investigated how contextual and person-related factors influence workers' adaptation in a two-worker position routine. Contextual factors, like retrieval cues (Study 1), time pressure (Study 2), and convenience (Study 3), were varied. Person-related factors included retentivity, general and routine-specific self-efficacy, and perceived adaptation costs. Dependent variables included various error types and production time before and after adaptation. In each study, 148 participants were trained in a production routine at t1 and executed an adapted routine at t2, one week later. Repeated measures ANOVA for performance at t1 and t2, and MANOVA for performance at t2, revealed that time increased for all groups at t2. For participants in Studies 1 & 2, error rates remained consistent. Retentivity significantly impacted errors at both t1 and t2, emphasising that routine changes in a 'running business' take time, regardless of contextual factors. Workers with lower retentivity may require additional support.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":" ","pages":"1-19"},"PeriodicalIF":2.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141753314","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
Exploring the effect of human-drone communication modality on safety and balance control in virtual construction environments. 探索人机通信模式对虚拟施工环境中安全和平衡控制的影响。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-24 DOI: 10.1080/00140139.2024.2380342
Boyi Hu, Shuyan Xia, Zixian Zhu, Jiun-Yao Cheng, Yue Luo, Idris Jeelani, Masoud Gheisari

This study examines the impact of Human-Drone Interaction (HDI) modalities on construction workers' safety and balance control within virtual environments. Utilising virtual reality (VR) simulations, the study explored how gesture and speech-based communications influence workers' physical postures and balance, contrasting these modalities with a non-interactive control group. One hundred participants were recruited, and their movements and balance control were tracked using motion sensors while they interacted with virtual drones through either gesture, speech, or without communication. Results showed that interactive modalities significantly improved balance control and reduced the risk of falls, suggesting that advanced HDI can enhance safety on construction sites. However, speech-based interaction increased cognitive workload, highlighting a trade-off between physical safety and mental strain. These findings underscore the potential of integrating intuitive communication methods into construction operations, although further research is needed to optimise these interactions for long-term use and in diverse noise environments.

本研究探讨了人机交互(HDI)模式对建筑工人在虚拟环境中的安全和平衡控制的影响。研究利用虚拟现实(VR)模拟,探讨了手势和语音通信如何影响工人的身体姿势和平衡,并将这些模式与非交互式对照组进行对比。研究招募了 100 名参与者,在他们通过手势、语音或无交流与虚拟无人机互动时,使用运动传感器对他们的动作和平衡控制进行了跟踪。结果表明,互动模式明显改善了平衡控制,降低了跌倒风险,这表明先进的人类发展指数可以提高建筑工地的安全性。然而,基于语音的交互增加了认知工作量,突出了身体安全和精神压力之间的权衡。这些发现强调了将直观交流方法融入建筑作业的潜力,不过还需要进一步的研究来优化这些互动,以便在不同的噪音环境中长期使用。
{"title":"Exploring the effect of human-drone communication modality on safety and balance control in virtual construction environments.","authors":"Boyi Hu, Shuyan Xia, Zixian Zhu, Jiun-Yao Cheng, Yue Luo, Idris Jeelani, Masoud Gheisari","doi":"10.1080/00140139.2024.2380342","DOIUrl":"https://doi.org/10.1080/00140139.2024.2380342","url":null,"abstract":"<p><p>This study examines the impact of Human-Drone Interaction (HDI) modalities on construction workers' safety and balance control within virtual environments. Utilising virtual reality (VR) simulations, the study explored how gesture and speech-based communications influence workers' physical postures and balance, contrasting these modalities with a non-interactive control group. One hundred participants were recruited, and their movements and balance control were tracked using motion sensors while they interacted with virtual drones through either gesture, speech, or without communication. Results showed that interactive modalities significantly improved balance control and reduced the risk of falls, suggesting that advanced HDI can enhance safety on construction sites. However, speech-based interaction increased cognitive workload, highlighting a trade-off between physical safety and mental strain. These findings underscore the potential of integrating intuitive communication methods into construction operations, although further research is needed to optimise these interactions for long-term use and in diverse noise environments.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":" ","pages":"1-14"},"PeriodicalIF":2.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141762341","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 are sex-gender differences in chair-and-desk-based postural variability explained? A scoping review. 如何解释基于椅子和办公桌的姿势变化中的性别差异?范围综述。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-23 DOI: 10.1080/00140139.2024.2354395
Sjan-Mari van Niekerk, Anna Mason-Mackay, Jana Eljazzar, Lujain Albader, Rahma Saied, Raneem Qubaiah, Mariem Latrous

Background: Desk-work-related musculoskeletal pain is more prevalent among female workers than male workers. This may be contributed to by sex and/or gender differences in postural variability however, the mechanisms underpinning these differences are poorly understood. This review investigates whether desk-based postural variability studies investigate sex-gender differences and, how they explain the mechanisms behind these differences.

Methods: A scoping review was conducted with four databases (PubMed, Embase, Scopus and ProQuest) searched in June and July 2023. Studies investigating postural variability among desk-based workers were included and a narrative approach used to synthesise results.

Results: 15 studies were included. Only four reported on sex-gender differences. None collected psychological or social information to explore reasons for sex-gender differences.

Conclusion: The mechanisms behind postural variability differences between sexes and genders are complex and multifactorial. Studies largely do not consider sex and gender and do not collect the information necessary to explain their results.

背景:与工作台相关的肌肉骨骼疼痛在女工中比男工更常见。这可能是由于姿势变异性的性别和/或性别差异造成的,但人们对造成这些差异的机制却知之甚少。本综述调查了基于桌面的姿势变异性研究是否调查了性别差异,以及如何解释这些差异背后的机制:方法:2023 年 6 月至 7 月期间,我们在四个数据库(PubMed、Embase、Scopus 和 ProQuest)中进行了范围审查。结果:共纳入 15 项研究:结果:共纳入 15 项研究。只有四项研究报告了性别差异。没有一项研究收集了心理或社会信息来探讨性别差异的原因:结论:男女体位变化差异背后的机制是复杂的、多因素的。这些研究大多没有考虑性别因素,也没有收集必要的信息来解释其结果。
{"title":"How are sex-gender differences in chair-and-desk-based postural variability explained? A scoping review.","authors":"Sjan-Mari van Niekerk, Anna Mason-Mackay, Jana Eljazzar, Lujain Albader, Rahma Saied, Raneem Qubaiah, Mariem Latrous","doi":"10.1080/00140139.2024.2354395","DOIUrl":"10.1080/00140139.2024.2354395","url":null,"abstract":"<p><strong>Background: </strong>Desk-work-related musculoskeletal pain is more prevalent among female workers than male workers. This may be contributed to by sex and/or gender differences in postural variability however, the mechanisms underpinning these differences are poorly understood. This review investigates whether desk-based postural variability studies investigate sex-gender differences and, how they explain the mechanisms behind these differences.</p><p><strong>Methods: </strong>A scoping review was conducted with four databases (PubMed, Embase, Scopus and ProQuest) searched in June and July 2023. Studies investigating postural variability among desk-based workers were included and a narrative approach used to synthesise results.</p><p><strong>Results: </strong>15 studies were included. Only four reported on sex-gender differences. None collected psychological or social information to explore reasons for sex-gender differences.</p><p><strong>Conclusion: </strong>The mechanisms behind postural variability differences between sexes and genders are complex and multifactorial. Studies largely do not consider sex and gender and do not collect the information necessary to explain their results.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":" ","pages":"1-18"},"PeriodicalIF":2.0,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141749560","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
Utilising raw psycho-physiological data and functional data analysis for estimating mental workload in human drivers. 利用原始心理生理数据和功能数据分析估算人类驾驶员的脑力劳动负荷。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-22 DOI: 10.1080/00140139.2024.2379949
David Eniyandunmo, MinJu Shin, Chaeyoung Lee, Alvee Anwar, Eunsik Kim, Kyongwon Kim, Yong Hoon Kim, Chris Lee

Recent studies have focused on accurately estimating mental workload using machine learning algorithms and extracting features from physiological measures. However, feature extraction leads to the loss of valuable information and often results in binary classifications that lack specificity in the identification of optimum mental workload. This study investigates the feasibility of using raw physiological data (EEG, facial EMG, ECG, EDA, pupillometry) combined with Functional Data Analysis (FDA) to estimate the mental workload of human drivers. A driving scenario with five tasks was employed, and subjective ratings were collected. Results demonstrate that the FDA applied nine different combinations of raw physiological signals achieving a maximum 90% accuracy, outperforming extracted features by 73%. This study shows that the mental workload of human drivers can be accurately estimated without utilising burdensome feature extraction. The approach proposed in this study offers promise for mental workload assessment in real-world applications.

最近的研究侧重于利用机器学习算法和从生理测量中提取特征来准确估计脑力劳动负荷。然而,特征提取会导致有价值信息的丢失,并经常导致二元分类,在识别最佳脑力劳动负荷方面缺乏特异性。本研究探讨了使用原始生理数据(脑电图、面部肌电图、心电图、电子脑电图、瞳孔测量)结合功能数据分析(FDA)来估算人类驾驶员心理工作量的可行性。采用了包含五项任务的驾驶场景,并收集了主观评分。结果表明,FDA 应用了九种不同的原始生理信号组合,达到了最高 90% 的准确率,比提取的特征高出 73%。这项研究表明,无需使用繁琐的特征提取,就能准确估计人类驾驶员的心理工作量。本研究提出的方法为实际应用中的心理工作量评估带来了希望。
{"title":"Utilising raw psycho-physiological data and functional data analysis for estimating mental workload in human drivers.","authors":"David Eniyandunmo, MinJu Shin, Chaeyoung Lee, Alvee Anwar, Eunsik Kim, Kyongwon Kim, Yong Hoon Kim, Chris Lee","doi":"10.1080/00140139.2024.2379949","DOIUrl":"10.1080/00140139.2024.2379949","url":null,"abstract":"<p><p>Recent studies have focused on accurately estimating mental workload using machine learning algorithms and extracting features from physiological measures. However, feature extraction leads to the loss of valuable information and often results in binary classifications that lack specificity in the identification of optimum mental workload. This study investigates the feasibility of using raw physiological data (EEG, facial EMG, ECG, EDA, pupillometry) combined with Functional Data Analysis (FDA) to estimate the mental workload of human drivers. A driving scenario with five tasks was employed, and subjective ratings were collected. Results demonstrate that the FDA applied nine different combinations of raw physiological signals achieving a maximum 90% accuracy, outperforming extracted features by 73%. This study shows that the mental workload of human drivers can be accurately estimated without utilising burdensome feature extraction. The approach proposed in this study offers promise for mental workload assessment in real-world applications.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":" ","pages":"1-17"},"PeriodicalIF":2.0,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141749561","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
Correction. 更正。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-22 DOI: 10.1080/00140139.2024.2379675
{"title":"Correction.","authors":"","doi":"10.1080/00140139.2024.2379675","DOIUrl":"https://doi.org/10.1080/00140139.2024.2379675","url":null,"abstract":"","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":" ","pages":"1"},"PeriodicalIF":2.0,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141735589","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
A preliminary study to identify critical factors for evaluating the effect of car-lock sounds on drivers. 一项初步研究,旨在确定评估汽车锁声音对驾驶员影响的关键因素。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-18 DOI: 10.1080/00140139.2024.2379953
Xinyang Tan, Naixin Liu, Cong Yu, Ting Han, Zhan Zhang, Saeema Ahmed-Kristensen

Car-lock sounds are designed to inform the lock status of vehicles. However, drivers often experience a lack of confidence regarding whether the car is locked, and car thefts persistently occur, frequently attributed to unlocked doors. Without identification of critical factors for evaluating effects of car-lock sounds on drivers, a strategy to car-lock sound design with increased locking efficiency remains implicit. This study proposes a method to identify critical factors influencing drivers' perceived certainty of car-lock status and behaviours during car-locking. An experiment was conducted to simulate the locking process and verbal protocol analysis was employed to comprehend participants' cognitive processes and behaviours. The results show that mechanical sound yielded high certainty and few hesitations, while tonal and crisp sound elicited low certainty and frequent hesitations. Seven critical factors on participants' behaviours and cognitive processes were identified, which provides a data-driven approach for future research in car-lock sounds evaluation and design.

车锁声音的设计目的是告知车辆的上锁状态。然而,驾驶员往往对汽车是否上锁缺乏信心,汽车失窃事件屡屡发生,而失窃的原因往往是车门未锁。由于没有确定评估汽车上锁声音对驾驶员影响的关键因素,提高上锁效率的汽车上锁声音设计策略仍然是隐性的。本研究提出了一种方法,用于识别影响驾驶员对汽车锁状态的感知确定性和在汽车锁止过程中的行为的关键因素。实验模拟了锁车过程,并采用言语协议分析来理解参与者的认知过程和行为。结果表明,机械声的确定性高且很少犹豫,而音调清脆的声音的确定性低且经常犹豫。研究发现了影响参与者行为和认知过程的七个关键因素,为今后汽车锁声音评估和设计研究提供了数据驱动方法。
{"title":"A preliminary study to identify critical factors for evaluating the effect of car-lock sounds on drivers.","authors":"Xinyang Tan, Naixin Liu, Cong Yu, Ting Han, Zhan Zhang, Saeema Ahmed-Kristensen","doi":"10.1080/00140139.2024.2379953","DOIUrl":"10.1080/00140139.2024.2379953","url":null,"abstract":"<p><p>Car-lock sounds are designed to inform the lock status of vehicles. However, drivers often experience a lack of confidence regarding whether the car is locked, and car thefts persistently occur, frequently attributed to unlocked doors. Without identification of critical factors for evaluating effects of car-lock sounds on drivers, a strategy to car-lock sound design with increased locking efficiency remains implicit. This study proposes a method to identify critical factors influencing drivers' perceived certainty of car-lock status and behaviours during car-locking. An experiment was conducted to simulate the locking process and verbal protocol analysis was employed to comprehend participants' cognitive processes and behaviours. The results show that mechanical sound yielded high certainty and few hesitations, while tonal and crisp sound elicited low certainty and frequent hesitations. Seven critical factors on participants' behaviours and cognitive processes were identified, which provides a data-driven approach for future research in car-lock sounds evaluation and design.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":" ","pages":"1-17"},"PeriodicalIF":2.0,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141635646","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 information integration on team communication in a simulated submarine control room task. 在模拟潜艇控制室任务中,信息整合对团队交流的影响。
IF 2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-17 DOI: 10.1080/00140139.2024.2375365
Stephanie Michailovs, Stephen Pond, Jessica Irons, Paul M Salmon, Troy A W Visser, Megan Schmitt, Neville A Stanton, Luke Strickland, Sam Huf, Shayne Loft

Submarine control rooms are characterised by dedicated individual roles for information types (e.g. Sonar operator processes sound energy), with individuals verbally reporting the information that they receive to other team members to help resolve uncertainty in the operational environment (low information integration). We compared this work design with one that ensured critical information was more readily available to all team members (high information integration). We used the Event Analysis of Systemic Teamwork (EAST) method to analyse task, information, and social networks for novice teams operating within a simulated submarine control room under low versus high information integration. Integration impacted team member centrality (importance relative to other operators) and the nature of information shared. Team members with greater centrality reported higher workload. Higher integration across consoles altered how team members interacted and their relative status, the information shared, and how workload was distributed. However, overall network structures remained intact.

潜艇控制室的特点是,信息类型(如声纳操作员处理声能)由专门的个人负责,个人将收到的信息口头报告给其他团队成员,以帮助解决操作环境中的不确定性(低信息集成)。我们将这种工作设计与确保所有团队成员更容易获得关键信息(高信息集成)的工作设计进行了比较。我们使用系统团队工作事件分析(EAST)方法,分析了在低信息集成度和高信息集成度条件下,模拟潜艇控制室中新手团队的任务、信息和社交网络。集成度影响团队成员的中心性(相对于其他操作员的重要性)和共享信息的性质。中心度越高的团队成员工作量越大。控制台之间的集成度越高,团队成员的互动方式和相对地位、共享信息以及工作量分配的方式就会发生变化。然而,整体网络结构保持不变。
{"title":"The effect of information integration on team communication in a simulated submarine control room task.","authors":"Stephanie Michailovs, Stephen Pond, Jessica Irons, Paul M Salmon, Troy A W Visser, Megan Schmitt, Neville A Stanton, Luke Strickland, Sam Huf, Shayne Loft","doi":"10.1080/00140139.2024.2375365","DOIUrl":"10.1080/00140139.2024.2375365","url":null,"abstract":"<p><p>Submarine control rooms are characterised by dedicated individual roles for information types (e.g. Sonar operator processes sound energy), with individuals verbally reporting the information that they receive to other team members to help resolve uncertainty in the operational environment (low information integration). We compared this work design with one that ensured critical information was more readily available to all team members (high information integration). We used the Event Analysis of Systemic Teamwork (EAST) method to analyse task, information, and social networks for novice teams operating within a simulated submarine control room under low versus high information integration. Integration impacted team member centrality (importance relative to other operators) and the nature of information shared. Team members with greater centrality reported higher workload. Higher integration across consoles altered how team members interacted and their relative status, the information shared, and how workload was distributed. However, overall network structures remained intact.</p>","PeriodicalId":50503,"journal":{"name":"Ergonomics","volume":" ","pages":"1-25"},"PeriodicalIF":2.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141629226","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