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Application of hybrid Shannon’s entropy – PROMEHTEE methods in weighing and prioritizing industrial noise control measures 混合Shannon熵-PROMEHTEE方法在工业噪声控制措施加权和排序中的应用
IF 1.6 Q4 ERGONOMICS Pub Date : 2021-12-23 DOI: 10.1080/1463922X.2021.2000668
M. Haghighat, Saeid Yazdanirad, M. Faridan, Mahsa Jahadi Naeini, S. Mousavi
Abstract There are various strategies to prevent and control of noise exposure in occupational settings. This study was aimed to use Shannon’s entropy – PROMEHTEE hybrid model for weighing and prioritizing noise control solutions in an oil refinery. At first, the sound pressure levels were measured based on the recommended standard of ISO 9612. Next, criteria and noise control strategies were determined using the Delphi technique. In the third stage, the weights of the criteria were computed using Shannon’s entropy method and in the last stage, the solutions were prioritized by the PROMEHTEE method. Based on the results of Shannon’s entropy method, criteria in the order of priority included executive cost (0.2710), noise reduction efficiency (0.2531), feasibility (0.2435), safety (0.1120), possible interference with other processes (0.1107) and up-to-datedness of the methods (0.091). Also, based on the results of the PROMEHTEE method, the best solutions were construction of acoustic enclosures for people exposed to noise with a weight of 0.5476, and Modification or change of the work process with a weight of −0.6905, respectively. Therefore, the Shannon’s entropy – PROMEHTEE hybrid method can be used as a credible scientific tool to select the most appropriate noise control solution in the industries.
职业环境中的噪声暴露有多种预防和控制策略。本研究旨在使用香农的熵- PROMEHTEE混合模型对炼油厂的噪声控制方案进行权衡和优先排序。首先,声压级是根据ISO 9612的推荐标准测量的。其次,采用德尔菲法确定标准和噪声控制策略。第三阶段采用香农熵法计算各指标的权重,最后采用PROMEHTEE方法对各方案进行优先级排序。根据香农熵法的结果,按优先级排序的标准包括执行成本(0.2710)、降噪效率(0.2531)、可行性(0.2435)、安全性(0.1120)、可能干扰其他过程(0.1107)和方法的时代性(0.091)。此外,基于PROMEHTEE方法的结果,最佳解决方案分别是为噪声暴露人员建造隔音罩(权重为0.5476)和修改或改变工作流程(权重为- 0.6905)。因此,Shannon熵- PROMEHTEE混合方法可以作为一种可靠的科学工具,在工业中选择最合适的噪声控制解决方案。
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引用次数: 0
Influence of music on driver psychology and safety-relevant behaviours: a multi-study inductive content analysis 音乐对驾驶员心理和安全相关行为的影响:一项多研究归纳内容分析
IF 1.6 Q4 ERGONOMICS Pub Date : 2021-12-13 DOI: 10.1080/1463922X.2021.2009933
C. Karageorghis, William Payre, Luke W. Howard, Garry Kuan, E. Mouchlianitis, Nick Reed, Andrew M. Parkes
Abstract Underpinned by pragmatism and symbolic interactionism, an inductive content analysis was conducted to assess driving experiences under a variety of music conditions. Many quantitative studies have addressed the effects of music on drivers, but there has been a conspicuous dearth of qualitative research to provide a more nuanced understanding of music-related phenomena. Data collection took place over three simulated driving studies, each with different tasks/participants (Study 1 – n = 34, Study 2 – n = 46, and Study 3 – n = 27). The inductive content analysis was conducted by two members of the research team and a peer debriefing was conducted by a third. Findings show that music can have a range of affective, behavioural and cognitive effects (both positive and negative), that are moderated by the driving environment (i.e. urban vs. highway) and aspects of the musical stimulus (i.e. inclusion/non-inclusion of lyrics, loudness and tempo). Participants were mindful of the implications of in-vehicle music vis-à-vis the safety–performance–pleasure trade-off. The analysis suggested a perceived beneficial effect of music and consequent contribution to driving style/safety-related performance. Younger drivers’ apparent reliance on music as a means by which to regulate their emotion highlights an education need in terms of optimising selections. Supplemental data for this article is available online at https://doi.org/10.1080/1463922X.2021.2009933 .
在实用主义和符号互动主义的基础上,对不同音乐条件下的驾驶体验进行了归纳性内容分析。许多定量研究已经解决了音乐对司机的影响,但明显缺乏对音乐相关现象提供更细致入微理解的定性研究。数据收集通过三个模拟驾驶研究进行,每个研究都有不同的任务/参与者(研究1 - n = 34,研究2 - n = 46,研究3 - n = 27)。归纳内容分析由研究小组的两名成员进行,同行汇报由第三人进行。研究结果表明,音乐可以产生一系列的情感、行为和认知影响(积极和消极的),这些影响受到驾驶环境(即城市与高速公路)和音乐刺激方面(即包含/不包含歌词、响度和节奏)的调节。参与者注意到车内音乐对-à-vis安全-性能-愉悦权衡的影响。分析表明,音乐对驾驶风格和安全相关表现有明显的有益影响。年轻司机明显依赖音乐作为调节情绪的一种手段,这突出了在优化选择方面的教育需求。本文的补充数据可在https://doi.org/10.1080/1463922X.2021.2009933上在线获得。
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引用次数: 3
Weight watchers: NASA-TLX weights revisited 体重观察者:重新审视NASA-TLX重量
IF 1.6 Q4 ERGONOMICS Pub Date : 2021-11-17 DOI: 10.1080/1463922X.2021.2000667
K. Virtanen, H. Mansikka, Helmiina Kontio, D. Harris
Abstract National Aeronautics and Space Administration Task Load Index (NASA-TLX) is a popular method to evaluate mental workload. NASA-TLX assesses mental workload across six load dimensions. When the dimensions are not assumed to be approximately equally important, they are weighted by conducting a pairwise comparison for every dimension pair, followed by the normalisation of weights reflecting the importance of the dimensions. This original NASA-TLX weighting method creates some challenges that are difficult to identify when the weights are being assigned. First, the original NASA-TLX weighting does not allow directly expressing two or more dimensions as equally important. Second, if pairwise comparisons are conducted consistently, there exists only one possible importance order for the dimensions. Third, with consistently conducted pairwise comparisons, a weight of 0.33 is artificially forced on the most important dimension. Swing and Analytic Hierarchy Process weighting methods for eliciting the weights of the dimensions are proposed as a solution to these challenges. The advantages of applying these methods in NASA-TLX are introduced theoretically and demonstrated empirically using data from virtual air combat simulations. The objective of this paper is to help scholars and practitioners to use NASA-TLX in mental workload assessments such that the discussed weighting issues are avoided.
摘要美国国家航空航天局任务负荷指数(NASA-TLX)是一种常用的评估心理负荷的方法。NASA-TLX评估了六个负荷维度的心理工作量。当假设维度不近似同等重要时,通过对每个维度对进行成对比较来对其进行加权,然后对反映维度重要性的权重进行归一化。这种最初的NASA-TLX加权方法带来了一些挑战,这些挑战很难在分配权重时识别。首先,最初的NASA-TLX加权不允许将两个或多个维度直接表示为同等重要。其次,如果一致地进行成对比较,则维度只存在一个可能的重要性顺序。第三,通过持续进行成对比较,在最重要的维度上人为地强制使用0.33的权重。针对这些挑战,提出了Swing和层次分析法加权方法来获取维度的权重。从理论上介绍了在NASA-TLX中应用这些方法的优势,并使用虚拟空战模拟的数据进行了实证验证。本文的目的是帮助学者和从业者在心理工作量评估中使用NASA-TLX,从而避免所讨论的权重问题。
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引用次数: 12
A prediction model of multiple resource theory for dual task walking 双任务步行的多资源理论预测模型
IF 1.6 Q4 ERGONOMICS Pub Date : 2021-10-26 DOI: 10.1080/1463922X.2021.1981483
E. Cinar, Shikha Saxena, B. McFadyen, A. Lamontagne, I. Gagnon
Abstract A model of Multiple Resource Theory (MRT) was created to describe the influence of different concurrent tasks on driving but no such framework exists for DT walking. The objective of this study was to modify MRT model and computational DT framework to explore two task-related concepts—resource demand and resource conflict—in the context of gait and to illustrate the initial validity of the modified model. A literature search was conducted to identify DT walking-related elements related to the MRT model. An instructional guide for utilizing the computational framework was constructed using a modified e-Delphi method. Inter-rater reliability of the constructed guideline was analyzed by Kappa statistics. The initial validity of the modified model was tested using meta-regression analyses. Three new elements were included into the modified model: vestibular and somatosensory perceptions, and locomotor response. The spatial code from the original model was modified into a visuospatial domain. The computational framework was constructed, and two separate guidelines were created for walking and concurrent tasks. Using the guidelines and computational framework, task-related elements were quantified for meta-regression analysis. The analysis showed that the modified model can explain 79% of the variability in speed reduction during DT walking.
摘要建立了一个多资源理论模型来描述不同并发任务对驾驶的影响,但DT步行没有这样的框架。本研究的目的是修改MRT模型和计算DT框架,以探索步态背景下与任务相关的两个概念——资源需求和资源冲突,并说明修改模型的初始有效性。进行文献检索,以确定与MRT模型相关的DT步行相关元素。使用改进的e-Delphi方法构建了使用计算框架的教学指南。通过Kappa统计分析构建的指南的评分者间可靠性。使用元回归分析测试了修正模型的初始有效性。修改后的模型包含了三个新元素:前庭和体感感知以及运动反应。将原始模型中的空间代码修改为视觉空间域。构建了计算框架,并为步行和并发任务创建了两个独立的指导方针。使用指南和计算框架,对任务相关元素进行量化,用于元回归分析。分析表明,修正后的模型可以解释DT步行过程中79%的减速变化。
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引用次数: 2
Introducing coordination in hand position analysis during a steering wheel-based tracking task using fuzzy sets 在基于方向盘的模糊集跟踪任务中引入手位分析的协调性
IF 1.6 Q4 ERGONOMICS Pub Date : 2021-10-21 DOI: 10.1080/1463922X.2021.1983886
P. Loslever, J. Schiro, F. Gabrielli, P. Pudlo
Abstract This paper describes a new approach to analyse the way both hands are placed in relation to the steering wheel. The study is based on a 2D-tracking task, in which the stimulus is a steering wheel angle signal recorded while driving on 7 road geometries in real situations at 30 km/h. Hand movements are measured using a 3D-motion capture system. Data analysis is based on the segmentation of the hand angular position using 8 fuzzy angle windows (labelled as approximately 0°, approximately 45°, etc.), when the hand rests on the steering wheel, one window, else. To obtain information about the coordination aspect, 9 × 9 bivariate windows are considered for each time sample (recorded at 25 Hz); then, the average membership values are computed for each individual driving situation. The individual membership value sets related to the road geometries are studied via Correspondence Analysis, allowing to displaying both the inter- and intra-individual differences and the most discriminating bivariate windows. The methodology with 9 × 9 windows is more complex but implies less information loss than alternative ones e.g. when the two hands are separately analysed, which constitutes 9 + 9 windows and contains no information about the coordination aspect.
摘要本文描述了一种新的方法来分析双手放置的方式与方向盘的关系。这项研究是基于一项2d跟踪任务,在这项任务中,当以30公里/小时的速度在7条道路上行驶时,方向盘角度信号被记录下来,这是一项刺激。手的动作是用3d动作捕捉系统测量的。数据分析是基于使用8个模糊角度窗口(标记为大约0°,大约45°等)对手的角度位置进行分割,当手放在方向盘上时,一个窗口,否则。为了获得关于协调方面的信息,每个时间样本考虑9 × 9双变量窗口(以25 Hz记录);然后,计算每个单独驾驶情况的平均隶属度值。通过对应分析研究与道路几何形状相关的个体成员值集,允许显示个体间和个体内部差异以及最具判别性的二元窗口。具有9 × 9窗口的方法更复杂,但意味着比其他方法更少的信息损失,例如当两只手分别分析时,它构成9 + 9窗口,不包含有关协调方面的信息。
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引用次数: 0
Computational modelling in sport: a hybrid simulation of the runner as a complex adaptive system 运动中的计算模型:作为复杂适应系统的跑步者的混合模拟
IF 1.6 Q4 ERGONOMICS Pub Date : 2021-10-16 DOI: 10.1080/1463922X.2021.1983885
E. Vermeulen, S. Grobbelaar, A. Botha, K. Nolte
Abstract Running-related injuries, specifically overuse injuries, are complex and multifaceted. A different way of thinking is required to fully comprehend why, and how, these injuries occur. The systems thinking perspective offers tools and techniques to capture system-wide interactions in causal, closed-loop structures which may be studied and quantified in a practical way. The value of systems thinking in sport may only realise when pragmatic models follow descriptive, qualitative models. This article instantiates a qualitative, systems thinking perspective of the runner as a complex adaptive system with a hybrid simulation model. The approach is substantiated with principles from physics and physiology and is partially driven by data from a running watch. Results demonstrate that the scientific, reductionist method may be augmented with dynamic, closed-loop thinking and simulation modelling.
摘要与跑步有关的损伤,特别是过度使用损伤,是复杂而多方面的。需要一种不同的思维方式来完全理解为什么以及如何发生这些伤害。系统思维视角提供了捕捉因果闭环结构中全系统相互作用的工具和技术,可以用实际的方式进行研究和量化。只有当语用模型遵循描述性、定性模型时,系统思维在体育运动中的价值才能实现。本文将跑步者作为一个具有混合仿真模型的复杂自适应系统,从定性、系统思维的角度进行了实例化。该方法以物理学和生理学原理为基础,部分由跑步手表的数据驱动。结果表明,科学的还原论方法可以通过动态、闭环思维和模拟建模来增强。
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引用次数: 0
Ethical considerations and moral implications of autonomous vehicles and unavoidable collisions 自动驾驶汽车和不可避免的碰撞的伦理考虑和道德含义
IF 1.6 Q4 ERGONOMICS Pub Date : 2021-10-15 DOI: 10.1080/1463922X.2021.1978013
J. Robinson, Joseph Smyth, Roger Woodman, V. Donzella
Abstract While it is widely agreed that automated and autonomous vehicles may provide safety benefits over vehicles with lower level or no automation, due to other road users there will still likely be situations where a collision is unavoidable. What should a vehicle that is operating autonomously do when it has no choice but to have a collision? And who should decide which vehicle manoeuvre is the most acceptable? These situations create moral dilemmas requiring consideration of the most acceptable and moral action of the vehicle. In this paper we explore current research in this domain and work towards enabling ethical solutions. We identify current experimental work (practical studies rather than theoretical studies) on this problem often contains fundamental flaws due to the lack of real-world validity within the studied scenarios. We argue that morality is highly context dependent and that participants need to be more engaged in the choices they are claiming to make. Suggestions for future work include virtual reality or simulation methodologies which promote immersivity to ensure procedural validity whilst retaining safety. We also identify current guidelines contradict public viewpoint and argue public attitude needs to be better understood to give autonomous and automated vehicle manufacturers confidence in their design.
摘要尽管人们普遍认为,与自动化水平较低或没有自动化的车辆相比,自动化和自动驾驶车辆可以提供安全优势,但由于其他道路使用者的原因,仍可能存在不可避免的碰撞情况。当一辆自动驾驶的汽车别无选择,只能发生碰撞时,该怎么办?谁应该决定哪种车辆操纵是最可接受的?这些情况造成了道德困境,需要考虑车辆最可接受的道德行为。在本文中,我们探讨了该领域的当前研究,并致力于实现伦理解决方案。我们发现,由于在所研究的场景中缺乏真实世界的有效性,目前关于这个问题的实验工作(实践研究而非理论研究)往往存在根本缺陷。我们认为,道德高度依赖于环境,参与者需要更多地参与他们声称要做出的选择。对未来工作的建议包括虚拟现实或模拟方法,这些方法可以促进沉浸感,以确保程序的有效性,同时保持安全。我们还发现,目前的指导方针与公众观点相矛盾,并认为需要更好地理解公众的态度,让自动驾驶和自动驾驶汽车制造商对其设计充满信心。
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引用次数: 6
Modelling and optimization of tractor ride conditions under water tanker operation 水车运行下牵引车行驶工况建模与优化
IF 1.6 Q4 ERGONOMICS Pub Date : 2021-10-09 DOI: 10.1080/1463922X.2021.1981481
Amandeep Singh, N. Nawayseh, Harwinder Singh, S. Samuel, C. Prakash, Rupinder Singh, Y. Kumar, Manjeet Singh, N. K. Chhuneja
Abstract This study is aimed at investigating the effect of vibration on health and comfort in tractors with water tankers. The vibration was measured on the floor, seat pan, and backrest of the tractor at different speeds and water levels to optimize for low spinal load in terms of static compressive dose (Sed(8)) and comfort reaction (CR). The experiments were designed using the Taguchi Method and the Response Surface method, and the parameters were optimized using the desirability approach. Models developed to predict Sed(8) and CR showed a significant effect of speed and water level on Sed(8) and CR. The mean Sed(8) exceeded the limits of ISO 2631-5, indicating the probability of adverse health effects. The mean CR indicated uncomfortable exposure based on ISO 2631-1. The optimum ride levels were found at a speed of 8.4 m/s and water level of 3000 L. A confirmatory experiment substantiated the optimum conditions, with output lies within the 95% confidence interval of the predicted responses.
摘要本研究旨在探讨振动对水车牵引车健康和舒适性的影响。在不同速度和水位下,对拖拉机的地板、座椅底板和靠背进行振动测量,以优化低脊柱负荷的静态压缩剂量(Sed(8))和舒适反应(CR)。实验采用田口法和响应面法进行设计,并采用可取性法对实验参数进行优化。用于预测Sed(8)和CR的模型显示,速度和水位对Sed(8)和CR有显著影响,平均Sed(8)超过ISO 2631-5的限值,表明对健康产生不良影响的可能性。根据ISO 2631-1,平均CR表示不舒服的暴露。车速为8.4 m/s、水位为3000 L时的最佳行驶水平。验证性实验证实了最佳条件,输出在预测响应的95%置信区间内。
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引用次数: 4
The importance of incorporating risk into human-automation trust 将风险纳入人类-自动化信任的重要性
IF 1.6 Q4 ERGONOMICS Pub Date : 2021-10-06 DOI: 10.1080/1463922X.2021.1975170
Rachel E. Stuck, Brianna J. Tomlinson, B. Walker
Abstract A key psychological component of interactions in both human-human and human-automation relationships is trust. Although trust has repeatedly been conceptualized as having a component of risk, the role risk plays, as well as what elements of risk impact trust (e.g., perceived risk, risk-taking propensity), has not been clearly explained. Upon reviewing the foundational theories of trust, it is clear that trust is only needed when risk exists or is perceived to exist, in both human-human and human-automation contexts. Within the limited research that has explored human-automation trust and risk, it has been found that the presence of risk and a participant’s perceived situational risk impacts their behavioural trust of the automation. In addition, perceived relational risk has a strong negative relationship with trust. We provide an enhanced model of trust to demonstrate how risk interacts with trust, incorporating these distinct perceived risks, as well as risk-taking propensity. This model identifies the unique interactions of these components with trust based on both the theory reviewed and the studies that have explored some aspects of these relationships. Guidelines are provided for improving the study of human-automation trust via the incorporation of risk.
摘要人与人之间以及人与自动化关系中互动的一个关键心理组成部分是信任。尽管信任一再被概念化为具有风险的一个组成部分,但风险所扮演的角色,以及风险的哪些因素(如感知风险、冒险倾向)对信任的影响,都没有得到明确的解释。在回顾信任的基本理论后,很明显,只有在人类和人类自动化环境中存在或被认为存在风险时,才需要信任。在探索人类自动化信任和风险的有限研究中,发现风险的存在和参与者感知的情境风险会影响他们对自动化的行为信任。此外,感知到的关系风险与信任有着强烈的负向关系。我们提供了一个增强的信任模型来证明风险如何与信任相互作用,包括这些不同的感知风险以及冒险倾向。该模型基于所回顾的理论和探索这些关系某些方面的研究,确定了这些组成部分与信任的独特相互作用。提供了通过纳入风险来改进人类自动化信任研究的指南。
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引用次数: 9
“Is something amiss?” Investigating individuals’ competence in estimating swarm degradation “出什么事了吗?”研究个体估计群体退化的能力
IF 1.6 Q4 ERGONOMICS Pub Date : 2021-10-06 DOI: 10.1080/1463922X.2021.1983887
August A. Capiola, Izz Aldin Hamdan, Elizabeth Fox, J. Lyons, K. Sycara, M. Lewis
Abstract Robotic swarms comprise component assets operating via local control algorithms which emulate natural swarming behaviors. Scientists are beginning to focus on the human-centered topic of human-swarm interaction. In a novel within-subjects design, we followed this comparatively nascent focus and investigated whether people can detect swarm degradations in assets flocking via consensus, their accuracy in estimating those degradations, and their confidence in those estimates. We also assessed open-ended responses to shed light on the strategies people may use to detect swarm degradations. Participants were recruited online and viewed 21 randomized simulations, each 30 seconds in duration with varying proportions of asset degradation. Results showed that the proportion of asset degradation did have an effect on the aforementioned criteria. Qualitative themes showed preliminary evidence that participants used common strategies to detect the time and degree of swarm degradation. However, we did not find evidence of a linear effect of the degradation manipulation on criteria of interest, which did not support our expectations. We discuss limitations and future research perspectives in detail, which we believe provide fodder for future work to investigate human-swarm interaction at a more granular level.
摘要机器人集群包括通过模拟自然集群行为的局部控制算法操作的组件资产。科学家们开始关注以人为中心的人类群体相互作用的话题。在一项新颖的受试者内部设计中,我们遵循了这一相对新生的焦点,并调查了人们是否能够通过共识检测到资产集群中的集群退化,他们估计这些退化的准确性,以及他们对这些估计的信心。我们还评估了开放式反应,以阐明人们可能用来检测群体退化的策略。参与者在网上被招募,并观看了21个随机模拟,每个30个 持续时间为秒,资产退化的比例各不相同。结果表明,资产退化的比例确实对上述标准产生了影响。定性主题显示了初步证据,表明参与者使用了共同的策略来检测群体退化的时间和程度。然而,我们并没有发现降解操作对感兴趣的标准产生线性影响的证据,这并不支持我们的预期。我们详细讨论了局限性和未来的研究前景,我们认为这为未来在更精细的层面上研究人类群体相互作用提供了素材。
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引用次数: 2
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Theoretical Issues in Ergonomics Science
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