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The Effect of Driving Style on Responses to Unexpected Vehicle Cyberattacks 驾驶方式对意外车辆网络攻击反应的影响
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-01-31 DOI: 10.3390/safety9010005
Fangda Zhang, Meng Wang, Jah'inaya Parker, Shannon C. Roberts
Vehicle cybersecurity is a serious concern, as modern vehicles are vulnerable to cyberattacks. How drivers respond to situations induced by vehicle cyberattacks is safety critical. This paper sought to understand the effect of human drivers’ risky driving style on response behavior to unexpected vehicle cyberattacks. A driving simulator study was conducted wherein 32 participants experienced a series of simulated drives in which unexpected events caused by vehicle cyberattacks were presented. Participants’ response behavior was assessed by their change in velocity after the cybersecurity events occurred, their post-event acceleration, as well as time to first reaction. Risky driving style was portrayed by scores on the Driver Behavior Questionnaire (DBQ) and the Brief Sensation Seeking Scale (BSSS). Half of the participants also received training regarding vehicle cybersecurity before the experiment. Results suggest that when encountering certain cyberattack-induced unexpected events, whether one received training, driving scenario, participants’ gender, DBQ-Violation scores, together with their sensation seeking measured by disinhibition, had a significant impact on their response behavior. Although both the DBQ and sensation seeking have been constantly reported to be linked with risky and aberrant driving behavior, we found that drivers with higher sensation seeking tended to respond to unexpected driving situations induced by vehicle cyberattacks in a less risky and potentially safer manner. This study incorporates not only human factors into the safety research of vehicle cybersecurity, but also builds direct connections between drivers’ risky driving style, which may come from their inherent risk-taking tendency, to response behavior to vehicle cyberattacks.
车辆网络安全是一个严重的问题,因为现代车辆很容易受到网络攻击。司机如何应对车辆网络攻击引发的情况对安全至关重要。本文旨在了解人类驾驶员的危险驾驶风格对意外车辆网络攻击的响应行为的影响。进行了一项驾驶模拟器研究,其中32名参与者经历了一系列模拟驾驶,其中展示了由车辆网络攻击引起的意外事件。通过网络安全事件发生后的速度变化、事件发生后的加速以及到第一反应的时间来评估参与者的反应行为。采用驾驶员行为问卷(DBQ)和短暂感觉寻求量表(BSSS)的得分来描述危险驾驶风格。一半的参与者在实验前还接受了有关车辆网络安全的培训。结果表明,当遭遇特定的网络攻击引发的突发事件时,是否接受过培训、驾驶场景、被试性别、DBQ-Violation得分以及通过去抑制测量的感觉寻求对他们的反应行为有显著影响。尽管不断有报道称DBQ和感觉寻求与危险和异常驾驶行为有关,但我们发现,具有较高感觉寻求的驾驶员倾向于以风险较小且可能更安全的方式应对车辆网络攻击引起的意外驾驶情况。本研究不仅将人为因素纳入车辆网络安全研究,还将驾驶员的风险驾驶风格与应对车辆网络攻击行为之间建立了直接联系,这种风险驾驶风格可能来自驾驶员固有的冒险倾向。
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引用次数: 3
Acknowledgment to the Reviewers of Safety in 2022 对2022年安全审查人员的感谢
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-01-13 DOI: 10.3390/safety9010004
High-quality academic publishing is built on rigorous peer review [...]
高质量的学术出版建立在严格的同行评审的基础上[…]
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引用次数: 0
Occupational Risk Assessment in Landfills: Research Outcomes from Italy 填埋场职业风险评估:意大利的研究成果
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-01-11 DOI: 10.3390/safety9010003
M. Lombardi, F. Mauro, M. Fargnoli, Q. Napoleoni, D. Berardi, S. Berardi
Industrial production has brought increased wellbeing in the last years, but the amount of solid waste has undoubtedly increased. Thus, open dumpsites and landfills have been created throughout the world, with serious impacts on the environment and public health. In such a context, occupational health and safety (OHS) issues related to workers that have to deal with landfill characterization or management have not been considered sufficiently. To reduce such a research gap, in 2019 a research project started in Italy on OHS risk assessment in landfills. In fact, in such facilities, workers can be subjected to direct contact with the polluted environment and might not be completely aware of the entity and type of pollution (e.g., in open dumpsites). Starting with the analysis of INAIL data on accidents at work which occurred in Italy during the period 2008–2019, a specific risk analysis was carried out with the goal of defining risk determinants and profiles by means of K-means cluster analysis. Such an analysis allowed us to recognize the use of work equipment and the work environment as the main determinants of the accidents on the one hand, and the “driver of the excavator” as the most risky activity on the other. The achieved results take a step forward towards the characterization of occupational health and safety issues in landfills. Accordingly, the research outcomes represent a basis on which to address further research work in this field.
在过去的几年里,工业生产带来了更多的福祉,但固体废物的数量无疑也增加了。因此,在世界各地建立了露天垃圾场和垃圾填埋场,对环境和公众健康造成严重影响。在这种情况下,与必须处理垃圾填埋场特征或管理的工人有关的职业健康和安全(OHS)问题没有得到充分考虑。为了缩小这一研究差距,2019年,意大利启动了一个关于垃圾填埋场职业健康安全风险评估的研究项目。事实上,在这类设施中,工人可能直接接触受污染的环境,可能不完全了解污染的实体和类型(例如,在露天垃圾场)。从分析意大利2008-2019年期间发生的工伤事故的INAIL数据开始,进行了具体的风险分析,目的是通过k均值聚类分析确定风险决定因素和概况。这样的分析使我们认识到,一方面,工作设备的使用和工作环境是事故的主要决定因素,另一方面,“挖掘机司机”是最危险的活动。已取得的成果向确定垃圾填埋场的职业健康和安全问题又迈进了一步。因此,研究成果为进一步开展这一领域的研究工作奠定了基础。
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引用次数: 1
Differences in Pedestrian Behavior at Crosswalk between Communicating with Conventional Vehicle and Automated Vehicle in Real Traffic Environment 真实交通环境下传统车辆与自动驾驶车辆在人行横道上的行人行为差异
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-01-09 DOI: 10.3390/safety9010002
Masahiro Taima, T. Daimon
In this study, we examine the differences in pedestrian behavior at crosswalks between communicating with conventional vehicles (CVs) and automated vehicles (AVs). To analyze pedestrian behavior statistically, we record the pedestrian’s position (x- and y-coordinates) every 0.5 s and perform a hot spot analysis. A Toyota Prius (ZVW30) is used as the CV and AV, and the vehicle behavior is controlled using the Wizard of Oz method. An experiment is conducted on a public road in Odaiba, Tokyo, Japan, where 38 participants are recruited for each experiment involving a CV and an AV. The participants cross the road after communicating with the CV or AV. The results show that the pedestrians can cross earlier when communicating with the CV as compared with the AV. The hot spot analysis shows that pedestrians who communicate with the CV decide to cross the road before the CV stops; however, pedestrians who communicate with the AVs decide to cross the road after the AV stops. It is discovered that perceived safety does not significantly affect pedestrian behavior; therefore, earlier perceived safety by drivers’ communication and external human–machine interface is more important than higher perceived safety for achieving efficient communication.
在这项研究中,我们考察了与传统车辆(CV)和自动车辆(AV)通信的行人在人行横道上的行为差异。为了统计分析行人行为,我们每0.5秒记录一次行人的位置(x和y坐标),并进行热点分析。一辆丰田普锐斯(ZW30)用作CV和AV,并使用绿野仙踪方法控制车辆行为。在日本东京台场的一条公共道路上进行了一项实验,每次实验招募38名参与者,其中包括一份简历和一份AV。参与者在与CV或AV沟通后横穿马路。结果表明,与AV相比,行人在与CV通信时可以更早地通过。热点分析表明,与CV通信的行人在CV停车前决定过马路;然而,与AV通信的行人决定在AV停止后横穿道路。研究发现,感知安全不会显著影响行人行为;因此,对于实现高效通信,驾驶员通信和外部人机界面的早期感知安全比更高的感知安全更重要。
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引用次数: 1
A System-Dynamic Model for Human–Robot Interaction; Solving the Puzzle of Complex Interactions 人机交互系统动力学模型;解决复杂相互作用的难题
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-01-06 DOI: 10.3390/safety9010001
W. Steijn, C. van Gulijk, Dolf van der Beek, Teun Sluijs
Cooperative robots in the workspace have an effect on safety that is not yet fully understood. This work collates pre-existing knowledge on human, technological and organizational factors for human-robot interaction and develops a system dynamics model that captures the complex interactions. Expert consultation in the form of a Delphi study is used to derive a tractable model from pre-existing puzzle pieces. A final model is presented, which contains 10 nodes and 20 relationships containing the three key outcome factors of human-robot interaction, viz. Safety, Efficiency and Sustainability. By combining these factors into a single tractable framework, this model bridges the gap between individual efforts from previous works in the field of robotics.
工作空间中的协作机器人对安全的影响尚不完全清楚。这项工作整理了关于人机交互的人类、技术和组织因素的现有知识,并开发了一个捕捉复杂交互的系统动力学模型。专家咨询以德尔菲研究的形式被用来从预先存在的拼图中推导出一个易于处理的模型。最后提出了一个模型,该模型包含10个节点和20个关系,其中包含人机交互的三个关键结果因素,即安全性、效率和可持续性。通过将这些因素结合到一个可处理的框架中,该模型弥合了机器人领域先前工作中个人努力之间的差距。
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引用次数: 0
Objective Evaluation of the Somatogravic Illusion from Flight Data of an Airplane Accident 从一起飞机事故的飞行数据中客观评价躯体重力错觉
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-14 DOI: 10.3390/safety8040085
E. Groen, T. Clark, M. Houben, J. Bos, R. Mumaw
(1) Background: It is difficult for accident investigators to objectively determine whether spatial disorientation may have contributed to a fatal airplane accident. In this paper, we evaluate three methods to reconstruct the possible occurrence of the somatogravic illusion based on flight data recordings from an airplane accident. (2) Methods: The outputs of two vestibular models were compared with the “standard” method, which uses the unprocessed gravito-inertial acceleration (GIA). (3) Results: All three methods predicted that the changing orientation of the GIA would lead to a somatogravic illusion when no visual references were available. However, the methods were not able to explain the first pitch-down control input by the pilot flying, which may have been triggered by the inadvertent activation of the go-around mode and a corresponding pitch-up moment. Both vestibular models predicted a few seconds delay in the illusory tilt from GIA due to central processing and sensory integration. (4) Conclusions: While it is difficult to determine which method best predicted the somatogravic illusion perceived during the accident without data on the pilot’s pitch perception, both vestibular models go beyond the GIA analysis in taking into account validated vestibular dynamics, and they also account for other vestibular illusions. In that respect, accident investigators would benefit from a unified and validated vestibular model to better explain pilot actions in accidents related to spatial disorientation.
(1) 背景:事故调查人员很难客观地确定空间定向障碍是否导致了致命的飞机事故。在本文中,我们评估了三种基于飞机事故飞行数据记录重建体感错觉可能发生的方法。(2) 方法:将两种前庭模型的输出与使用未处理的重力-惯性加速度(GIA)的“标准”方法进行比较。(3) 结果:这三种方法都预测,在没有视觉参考的情况下,GIA方向的变化会导致躯体重力错觉。然而,这些方法无法解释飞行员飞行时的第一次俯仰下降控制输入,这可能是由复飞模式的无意激活和相应的俯仰上升时刻触发的。两个前庭模型都预测,由于中央处理和感觉整合,GIA的虚幻倾斜会延迟几秒钟。(4) 结论:虽然在没有飞行员音高感知数据的情况下,很难确定哪种方法最能预测事故中感知到的躯体重力错觉,但两种前庭模型在考虑经验证的前庭动力学方面都超出了GIA分析的范围,它们还考虑了其他前庭错觉。在这方面,事故调查人员将受益于统一和验证的前庭模型,以更好地解释飞行员在与空间定向障碍有关的事故中的行为。
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引用次数: 2
Augmented Reality for Vehicle-Driver Communication: A Systematic Review 用于车辆驾驶员通信的增强现实:系统综述
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-13 DOI: 10.3390/safety8040084
Liam Kettle, Yi-Ching Lee
Capabilities for automated driving system (ADS)-equipped vehicles have been expanding over the past decade. Research has explored integrating augmented reality (AR) interfaces in ADS-equipped vehicles to improve drivers’ situational awareness, performance, and trust. This paper systematically reviewed AR visualizations for in-vehicle vehicle-driver communication from 2012 to 2022. The review first identified meta-data and methodological trends before aggregating findings from distinct AR interfaces and corresponding subjective and objective measures. Prominent subjective measures included acceptance, trust, and user experience; objective measures comprised various driving behavior or eye-tracking metrics. Research more often evaluated simulated AR interfaces, presented through windshields, and communicated object detection or intended maneuvers, in level 2 ADS. For object detection, key visualizations included bounding shapes, highlighting, or symbols. For intended route, mixed results were found for world-fixed verse screen-fixed arrows. Regardless of the AR design, communicating the ADS’ actions or environmental elements was beneficial to drivers, though presenting clear, relevant information was more favorable. Gaps in the literature that yet to be addressed include longitudinal effects, impaired visibility, contextual user needs, system reliability, and, most notably, inclusive design. Regardless, the review supports that integrating AR interfaces in ADS-equipped vehicles can lead to higher trust, acceptance, and safer driving performances.
在过去十年中,配备自动驾驶系统(ADS)的车辆的功能一直在不断扩展。研究探索了在配备ads的车辆中集成增强现实(AR)接口,以提高驾驶员的态势感知、性能和信任。本文系统回顾了2012年至2022年间用于车载车辆驾驶员通信的AR可视化技术。该综述首先确定了元数据和方法趋势,然后汇总了来自不同AR界面和相应主观和客观测量的发现。突出的主观指标包括接受度、信任度和用户体验;客观测量包括各种驾驶行为或眼球追踪指标。在2级ADS中,研究更多地评估了通过挡风玻璃呈现的模拟AR界面,并传达了目标检测或预期操作。对于目标检测,关键的可视化包括边界形状、高亮或符号。对于预定路线,世界固定和屏幕固定箭头的结果不同。无论AR设计如何,传达ADS的行为或环境因素对驾驶员都是有益的,尽管提供清晰、相关的信息更有利。文献中有待解决的差距包括纵向影响、可见性受损、上下文用户需求、系统可靠性,以及最值得注意的包容性设计。无论如何,该评估支持在配备ads的车辆中集成AR接口可以带来更高的信任度、接受度和更安全的驾驶性能。
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引用次数: 5
Towards an Integrated Road Safety Management: The Institutional-Strategy-Environment (ISE) Model 走向综合道路安全管理:制度战略环境(ISE)模型
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-12 DOI: 10.3390/safety8040083
L. Carnis
The safe system approach is considered the best practice. Different international organizations highly recommend the implementation of such an approach to significantly improve their road safety performance. The safe system has become a normative approach, a way of thinking. It rests upon different pillars, which represent the framework to be implemented. Among the different dimensions, the management pillar is crucial, which calls for a detailed investigation. First, the aim of this contribution is to understand the implications and requirements of implementing a safe system management model (SSMM). This contribution presents this model and challenges its aims and its limits, especially the promoted management framework. Six main limits of the SSMM are discussed. The different limits of the SSMM emphasize the importance of thinking about singularities and contingencies of the institutional order as well as considering and understanding the context in which a policy is implemented. Second, this contribution proposes an alternative conceptual approach applied to the managerial dimension of the road safety system. It develops the institutional-strategy-environment (ISE) model for elaborating road safety public strategy. This conceptual elaboration is based both on a proven theoretical corpus and on numerous field observations, and expert activities carried out in various countries. The ISE dimensions are essential because they are seldom discussed, even though they are the underpinning of more and more public road safety policies. In this respect, this contribution proposes an alternative approach by considering these three interdependent dimensions. The institutional dimension rests upon a layered approach, while strategy is considered with an adapted SWOT matrix. The environmental dimension is assessed with a Pestel model. The application of such an approach to the road safety field and to test its explanatory power is particularly challenging but opens new avenues for implementing road safety public policy.
安全系统方法被认为是最佳实践。不同的国际组织强烈建议实施这种方法,以显著提高其道路安全绩效。安全系统已经成为一种规范的方法,一种思维方式。它建立在不同的支柱之上,这些支柱代表了要执行的框架。在不同的层面中,管理支柱至关重要,需要进行详细的调查。首先,本贡献的目的是了解实施安全系统管理模型(SSMM)的含义和要求。这一贡献提出了这一模式,并对其目标和局限性提出了挑战,特别是对推广的管理框架提出了挑战。讨论了SSMM的六个主要限制。SSMM的不同局限性强调了思考制度秩序的特殊性和偶然性以及考虑和理解政策实施背景的重要性。其次,这一贡献提出了一种适用于道路安全系统管理层面的替代概念方法。它开发了制定道路安全公共战略的制度战略环境(ISE)模型。这一概念阐述既基于已证实的理论语料库,也基于大量实地观察和在各国开展的专家活动。ISE维度至关重要,因为它们很少被讨论,尽管它们是越来越多公共道路安全政策的基础。在这方面,这一贡献通过考虑这三个相互依存的方面提出了一种替代办法。制度层面建立在分层方法的基础上,而战略则是通过调整SWOT矩阵来考虑的。使用Pestel模型对环境维度进行评估。将这种方法应用于道路安全领域并测试其解释力特别具有挑战性,但为实施道路安全公共政策开辟了新的途径。
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引用次数: 0
The Impact of the Implementation of Safety Measures on Frontline Workers’ Safety Accountability: A Saudi Arabian Case Study of a Well Intervention Business Model 安全措施的实施对一线工人安全责任的影响:沙特阿拉伯油井干预商业模式的案例研究
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-09 DOI: 10.3390/safety8040082
A. Al-Arnous, N. Abdelwahed
Even in the best-case scenarios, working in the energy sector is tough because of the numerous possible risks that can arise during routine tasks. Therefore, the top priority of firms’ management is their responsibilities for their employees’ safety as they undertake various roles. In this study, the researchers investigated the effect of safety measures on the safety accountability (SA) of the Saudi Arabian Aramco Company’s frontline workers. The researchers used a quantitative approach and collected data through a survey questionnaire. We applied a random sampling technique to target the company’s frontline workers. Initially, the researchers distributed 450 questionnaires and received back 242 valid samples. This represented a 53% response rate. Next, the researchers applied Structural Equation Modeling (SEM) to assess the directions of the hypothesized paths. This study’s findings demonstrate that safety policy (SP), safety training (ST), safety communication (SC), safety commitment (SCT) and safety incentives (SIs) have positive and significant effects on frontline workers’ safety accountability (SA). In addition, this study’s findings provide guidelines to policy makers, government authorities and company heads to implement further initiatives that adopt precautionary and safety measures to protect their frontline workers’ lives. Further, this study’s findings show the benefits of opening avenues of research to concentrate on safety measures such SP, ST, SC, SCT and SIs in order to create the frontline workers’ responsibilities for safety accountability (SA). Finally, the empirical evidence, which the researchers obtained from the Aramco Company’s frontline workers, adds to the depth of knowledge on this subject; validates the environmental science and management literature; and provides road maps for other companies to investigate safety challenges
即使在最好的情况下,在能源领域工作也是困难的,因为在日常工作中可能会出现许多潜在的风险。因此,企业在承担各种角色的同时,对员工安全的责任是企业管理的重中之重。在本研究中,研究人员调查了安全措施对沙特阿拉伯阿美公司一线工人安全问责制(SA)的影响。研究人员采用了定量方法,并通过调查问卷收集数据。我们对公司的一线员工采用了随机抽样的方法。最初,研究人员发放了450份问卷,回收了242份有效样本。这代表53%的回复率。接下来,研究人员应用结构方程模型(SEM)来评估假设路径的方向。本研究发现,安全政策(SP)、安全培训(ST)、安全沟通(SC)、安全承诺(SCT)和安全激励(si)对一线工人的安全问责(SA)有显著的正向影响。此外,这项研究的结果为政策制定者、政府当局和公司负责人提供了指导方针,以实施进一步的措施,采取预防和安全措施,保护一线工人的生命。此外,本研究的结果表明,开放研究途径,专注于安全措施,如SP、ST、SC、SCT和si,以建立一线工人的安全责任(SA)的好处。最后,研究人员从沙特阿美公司的一线工人那里获得的经验证据,增加了对这一主题的知识深度;验证环境科学和管理文献;并为其他公司调查安全挑战提供了路线图
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引用次数: 0
Impact of Temporary Browsing Restrictions on Drivers’ Situation Awareness When Interacting with In-Vehicle Infotainment Systems 在与车载信息娱乐系统交互时,临时浏览限制对驾驶员情景意识的影响
IF 1.9 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-07 DOI: 10.3390/safety8040081
J. Meyer, E. Llaneras, G. Fitch
Looking away from the road during a task degrades situation awareness of potential hazards. Long glances back to the road rebuild this awareness and are thought to be critical for maintaining good vehicle control and recognizing conflicts. To further investigate the importance of rebuilding situation awareness, a controlled test-track study was performed that evaluated drivers’ hazard awareness and response performance to a surprise event after completing a task that involved pausing partway through it to look back at the road. Thirty-two drivers completed a visual-manual infotainment system secondary task. Half of the drivers were instructed to pause their browsing mid-task, while the others were not. While the task was being performed, a lead vehicle activated its hazard lights. It then unexpectedly dropped a fake muffler once drivers completed the task. Drivers’ visual attention to the road and their ability to respond to the muffler were measured. The drivers that paused their browsing were more aware of the lead vehicle’s hazard lights, showed less surprise to the dropped muffler, and executed more measured avoidance maneuvers compared to the drivers that did not pause their browsing. These findings suggest that drivers’ situation awareness can be better maintained when task interactions are paced, allowing for longer monitoring of the environment. Mechanisms that encourage drivers to take restorative on-road glances during extended browsing may be a key aspect of an overall approach to mitigating driver distraction.
在执行任务时,视线远离道路会降低对潜在危险的态势意识。长时间回顾道路重建了这种意识,并被认为对保持良好的车辆控制和识别冲突至关重要。为了进一步调查重建态势感知的重要性,进行了一项对照测试跑道研究,评估了驾驶员在完成一项任务后的危险意识和对突发事件的反应表现,该任务包括中途停车回顾道路。32名驾驶员完成了视觉手动信息娱乐系统的次要任务。一半的司机被要求在任务中途暂停浏览,而其他人则没有。在执行任务时,一辆领头的车辆启动了危险指示灯。司机们完成任务后,它意外地掉下了一个假的消音器。测量了驾驶员对道路的视觉注意力和对消声器的反应能力。与没有暂停浏览的驾驶员相比,暂停浏览的司机更清楚领头车辆的危险灯,对掉落的消音器没有那么惊讶,并且执行了更谨慎的回避动作。这些发现表明,当任务交互有节奏时,驾驶员的情境意识可以更好地保持,从而可以对环境进行更长时间的监控。鼓励驾驶员在长时间浏览时进行恢复性的道路扫视的机制可能是缓解驾驶员分心的整体方法的一个关键方面。
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引用次数: 0
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