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Optimizing line spacing and width in grid road designs for shared space: An eye-tracking study of visual attention and safety 共享空间网格道路设计中线间距和宽度的优化:视觉注意和安全的眼动追踪研究
IF 3.8 Q2 TRANSPORTATION Pub Date : 2025-12-12 DOI: 10.1016/j.trip.2025.101776
Wu Yunhui , Yamamoto Sari
Consistent and accurate visual attention to pedestrians is crucial for traffic safety. However, shared-space environments have raised concerns due to low vehicle yield rates, frequent near-miss incidents, limited awareness of pedestrian priority, and accessibility challenges for individuals with visual impairments. This study examines how line density (spatial arrangement and diagonal grid line count per unit area) affects drivers’ visual behavior in shared-space scenarios by introducing a novel metric, “refixation interval” (the time between consecutive fixations on pedestrians). It evaluates whether such designs can enhance drivers’ attention to pedestrians. Under three lane-width conditions (4.5, 6, and 9 m), we manipulated line density and linewidth, measuring drivers’ fixation counts on pedestrians, refixation intervals, total fixation time, and left–right fixation balance. Twenty participants (20–40 years) wore Tobii Pro Glasses 3 while randomly viewing 30 high-complexity road videos (35 s each). Each video presented 15 design conditions, shown twice per condition; all participants were exposed to all experimental conditions. We found that road designs with significantly superior gaze metrics had a road width-to-design spacing ratio of approximately 60 % and a linewidth-to-lane-width ratio of approximately 17 % (p < 0.01). Optimal combinations shortened refixation intervals, increased fixation duration on pedestrians, and balanced left–right fixations, enhancing sustained attention. This proportional pattern remained consistent across roadways narrower than three lane widths. Therefore, this proportional relationship has broad practical application potential and can provide operational parameters for future shared-space design. This study bridges dynamic monitoring metrics with safety outcomes and advances road design theory.
对行人的一致和准确的视觉关注对交通安全至关重要。然而,由于车辆让与率低、事故频发、行人优先意识有限以及视力障碍人士的无障碍问题,共享空间环境引起了人们的关注。本研究通过引入一个新的度量标准“重新注视间隔”(连续注视行人的时间间隔),考察了线密度(空间布局和单位面积的对角线网格线数)如何影响共享空间场景中驾驶员的视觉行为。它评估这样的设计是否能提高司机对行人的注意力。在三种车道宽度条件下(4.5、6和9 m),我们操纵线密度和线宽,测量驾驶员对行人的注视次数、重新注视间隔、总注视时间和左右注视平衡。20名参与者(20-40岁)戴着Tobii Pro眼镜,随机观看30个高复杂度的道路视频(每个视频35秒)。每个视频呈现15种设计条件,每种条件播放两次;所有的参与者都暴露在所有的实验条件下。我们发现,具有显著优越凝视指标的道路设计的道路宽度与设计间距比约为60%,线宽与车道宽比约为17% (p < 0.01)。最优组合缩短注视间隔,增加对行人的注视时间,平衡左右注视,增强持续注意。这种比例模式在小于三车道宽度的道路上保持一致。因此,这种比例关系具有广泛的实际应用潜力,可以为未来的共享空间设计提供操作参数。这项研究将动态监测指标与安全结果联系起来,并推动了道路设计理论的发展。
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引用次数: 0
Electric mobility investment in developing countries: Emerging patterns from cross-country analysis 发展中国家的电动交通投资:来自跨国分析的新兴模式
IF 3.8 Q2 TRANSPORTATION Pub Date : 2025-12-12 DOI: 10.1016/j.trip.2025.101764
Wale Arowolo, Yannick Perez
On paper, many developing countries have made pledges to decarbonise and reduce GHG emissions. Nevertheless, decarbonisation is barely happening in many of them. Among other reasons, transport electrification with electric mobility, which is pivotal in the decarbonisation strategy of many developing countries, is beset by investment challenges on the demand and supply sides. On the demand side, the lingering ‘where will the money come from’ challenge remains critical because governments are financially constrained. On the supply side, investors remain uncertain about which country to invest in for electric mobility. This paper contributes to the academic and policy debate from the transport and power sector coupling context. We apply our conceptual framework to analyse some developing countries with wholesale power markets and wholesale and retail power markets. Then, we conduct cross-country analysis of fifteen countries to assess the possibility of emerging patterns of electric mobility investment solutions in these countries. We argue that regional or continental patterns may be emerging among some countries. We found that Latin American countries (Chile, Colombia, Argentina) appear to follow a pattern of investment in public transport electrification with electric buses, although the countries are at different stages of development. Romania, Poland, and Türkiye appear to follow an investment pattern in private electric vehicles. We found a pattern with low-cost two and three-wheelers in Central American countries (Nicaragua, Guatemala, and El Salvador). We recommend policies on electric mobility investment issues in developing countries.
在纸面上,许多发展中国家已经做出了去碳化和减少温室气体排放的承诺。然而,其中许多国家几乎没有实现脱碳。除其他原因外,电动交通的运输电气化是许多发展中国家脱碳战略的关键,受到需求和供应方面的投资挑战的困扰。在需求方面,由于各国政府财政紧张,“资金从何而来”的问题依然悬而未决。在供应方面,投资者仍然不确定应该在哪个国家投资电动汽车。本文从交通和电力部门耦合的背景下为学术和政策辩论做出了贡献。我们运用我们的概念框架来分析一些拥有批发电力市场以及批发和零售电力市场的发展中国家。然后,我们对15个国家进行了跨国分析,以评估这些国家新兴的电动交通投资解决方案模式的可能性。我们认为,区域或大陆模式可能正在一些国家中出现。我们发现,拉丁美洲国家(智利、哥伦比亚、阿根廷)似乎遵循一种投资电动公交车的公共交通电气化模式,尽管这些国家处于不同的发展阶段。罗马尼亚、波兰和罗马尼亚似乎遵循着私人电动汽车的投资模式。我们在中美洲国家(尼加拉瓜、危地马拉和萨尔瓦多)发现了一种低成本的两轮和三轮车模式。我们就发展中国家的电动交通投资问题提出政策建议。
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引用次数: 0
Physiological energy demand modeling for cycling and network graphs 基于循环和网络图的生理能量需求模型
IF 3.8 Q2 TRANSPORTATION Pub Date : 2025-12-12 DOI: 10.1016/j.trip.2025.101777
Aybala Cakir , Alexander L. Gratzer , Alexander Schirrer , Manuela Canestrini , Negar Alinaghi , Ioannis Giannopoulos , Robert Kölbl , Martin Kozek
While the health benefits of cycling are well established, its role as a primary mode of sustainable daily transport and how to promote it remains less explored. Route selection and energy expenditure of cyclists are influenced by factors such as network availability, terrain, traffic, and environmental conditions. We propose the physiological energy demand model for cycling (PEDMC) that links network conditions with human energy effort by considering real-world urban cycling conditions, including slope, wind, and stop-and-go traffic. The PEDMC is grounded in interpretable physical relations without the need for data-driven calibration. It enables detailed analysis of the physiological energy consumption of cycling and allows comparisons with traditional routing algorithms based on time or distance. Applied to a cycling network in Vienna, the PEDMC demonstrates that using physiological energy consumption as a path search criterion leads to significantly different route selection compared to distance- or time-based route planning approaches. Employing the PEDMC reduces cycling effort by up to 6 % in flat areas and up to 30 % in hilly terrain. By evaluating cycling routes based on physiological energy expenditure, the PEDMC not only supports energy-efficient mobility planning but also contributes to the development of health-supportive, inclusive, and accessible cycling infrastructure. As such, the proposed model offers a valuable tool for advancing active travel strategies and promoting sustainable and healthy urban transport systems. It supports designing clean, healthy, and inclusive urban mobility systems.
虽然骑自行车对健康的好处是众所周知的,但它作为一种主要的可持续日常交通方式的作用以及如何促进它仍然很少被探索。骑行者的路线选择和能量消耗受到网络可用性、地形、交通和环境条件等因素的影响。我们提出了自行车的生理能量需求模型(PEDMC),该模型通过考虑现实世界的城市自行车条件,包括坡度、风和走走停停的交通,将网络条件与人类能量消耗联系起来。PEDMC基于可解释的物理关系,无需数据驱动的校准。它可以详细分析骑行的生理能量消耗,并允许与基于时间或距离的传统路由算法进行比较。将PEDMC应用于维也纳的一个自行车网络,结果表明,与基于距离或时间的路线规划方法相比,将生理能量消耗作为路径搜索标准导致的路线选择有显著不同。使用PEDMC可以在平坦地区减少高达6%的骑行努力,在丘陵地区减少高达30%的骑行努力。PEDMC通过基于生理能量消耗的骑行路线评估,不仅支持节能出行规划,还有助于发展支持健康、包容和可达的骑行基础设施。因此,所提出的模型为推进主动出行战略和促进可持续和健康的城市交通系统提供了宝贵的工具。它支持设计清洁、健康和包容的城市交通系统。
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引用次数: 0
Perception of transportation challenges and their influence on mode choice in a small US city: A generalized structural equation modeling approach 美国小城市交通挑战感知及其对模式选择的影响:一种广义结构方程建模方法
IF 3.8 Q2 TRANSPORTATION Pub Date : 2025-12-12 DOI: 10.1016/j.trip.2025.101789
Anindya Kishore Debnath , Suman Kumar Mitra
This study profiles individuals encountering transportation challenges by analyzing factors influencing their perceptions and how they affect mode choice decisions in Fort Smith, Arkansas. Using primary travel survey data, we estimated a multinomial logit (MNL) within a Generalized Structural Equation Model (GSEM) that controls for residential self-selection and car ownership endogeneity. We find that individuals from low-income households are more likely to perceive transportation challenges, particularly due to a lack of a car and inadequate public transport. Higher household car ownership generally diminishes perceived challenges, except regarding limited bike lanes. Weekend or late-shift workers are more likely to own cars and less likely to rely on public or active transport, reflecting service shortfalls for non-standard schedules. Perceived limits in public transport, bike lanes, and sidewalks significantly reduce the likelihood of choosing non-car modes. Importantly, deficiencies in walking or cycling infrastructure also depress public transport use, indicating public and active transport mode complementarity via first and/or last-mile access. We find no strong evidence that residential self-selection drives mode choice here. These results offer practical guidance for policymakers and transportation planners addressing similar issues in small cities like Fort Smith.
本研究通过分析影响人们认知的因素,以及这些因素如何影响阿肯色州史密斯堡的交通选择决策,对遇到交通挑战的个人进行了分析。利用原始的旅行调查数据,我们估计了广义结构方程模型(GSEM)中的多项logit (MNL),该模型控制了住宅自我选择和汽车所有权的内生性。我们发现,低收入家庭的个人更有可能感受到交通方面的挑战,特别是由于缺乏汽车和公共交通不足。家庭汽车拥有率的提高通常会减少人们所感受到的挑战,除了有限的自行车道。周末或晚班工人更有可能拥有汽车,而不太可能依赖公共或主动交通工具,这反映出非标准时间表的服务不足。公共交通、自行车道和人行道的限制大大降低了人们选择非汽车出行方式的可能性。重要的是,步行或骑自行车基础设施的不足也会抑制公共交通的使用,这表明公共交通和主动交通方式通过第一英里和/或最后一英里的通道相互补充。我们没有发现居民自我选择驱动模式选择的有力证据。这些结果为政策制定者和交通规划者解决像史密斯堡这样的小城市的类似问题提供了实用指导。
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引用次数: 0
Investigation of the Mechanical and Microstructural Properties of Black cotton soil Stabilized with Industrial wastes 工业废弃物稳定黑棉土的力学与微观结构特性研究
IF 3.8 Q2 TRANSPORTATION Pub Date : 2025-12-11 DOI: 10.1016/j.trip.2025.101756
N. Murali Mohan , G. Sivanatha Reddy , S. Jyothirmayee , B.L. Niranjan Reddy , N. Madhava Reddy , Vempalle Rafi
Black Cotton Soils (BC soils) are highly prone to swelling and shrinkage due to their high montmorillonite content, often causing damage to pavements, dams, reservoirs, and multi-storey buildings. This study aims to reduce the stresses these soils exert on flexible pavement structures. Considering the environmental impact of cement, the research investigates the use of Ground Granulated Blast Furnace Slag (GGBS), lime, and fly ash (FA)—both individually and in combination—to improve soil properties sustainably. Various mix ratios were tested to identify the most effective combinations. Mechanical characterization included Atterberg limits, maximum dry density (MDD), optimum moisture content (OMC), and unconfined compressive strength (UCS). Microstructural characterization was performed using X-ray diffraction (XRD) and scanning electron microscopy (SEM) to examine mineralogical changes and the formation of cementitious phases. Chemical characterization assessed pozzolanic and cementitious reactions induced by lime, FA, and GGBS, resulting in the formation of calcium silicate hydrates (C–S–H) and calcium aluminate hydrates (C–A–H). Results showed that lime–GGBS mixtures provided the highest UCS (6.72–9.56 MPa) and durability, while lime–FA combinations also improved UCS (3.05–6.74 MPa). Cement additions (3–10 %) achieved UCS of 0.8–6 MPa after 7 days. Durability was maintained up to 30 % FA and 20 % lime, with higher proportions reducing performance. Overall, the study concludes that combining lime, FA, and GGBS effectively stabilizes Black Cotton Soils, enhancing strength and durability to meet IRC:37–2012 standards for pavement base layers, while minimizing environmental impacts compared to conventional cement stabilization.
黑棉土(BC土)由于蒙脱土含量高,极易膨胀和收缩,经常对路面、水坝、水库和多层建筑造成破坏。本研究旨在减少这些土壤对柔性路面结构施加的应力。考虑到水泥对环境的影响,本研究调查了使用磨粒高炉渣(GGBS)、石灰和粉煤灰(FA)——无论是单独使用还是组合使用——来可持续地改善土壤性质。试验了不同的混合比例,以确定最有效的组合。力学特性包括阿特伯格极限、最大干密度(MDD)、最佳含水量(OMC)和无侧限抗压强度(UCS)。采用x射线衍射(XRD)和扫描电镜(SEM)进行微观结构表征,考察矿物学变化和胶凝相的形成。化学表征评估了石灰、FA和GGBS诱导的火山灰和胶凝反应,这些反应导致硅酸钙水合物(C-S-H)和铝酸钙水合物(C-A-H)的形成。结果表明,石灰- ggbs复合材料具有最高的UCS (6.72 ~ 9.56 MPa)和耐久性,而石灰- fa复合材料也具有较高的UCS (3.05 ~ 6.74 MPa)。水泥添加量(3 - 10%)在7天后达到了0.8-6 MPa的UCS。当FA和石灰含量分别为30%和20%时,其耐久性保持不变,但比例越高,性能越差。总体而言,该研究得出结论,石灰、FA和GGBS的组合有效地稳定了黑棉土,提高了强度和耐久性,达到了路面基层的IRC: 37-2012标准,同时与传统的水泥稳定相比,最大限度地减少了对环境的影响。
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引用次数: 0
How well are national policies addressing transport poverty in Scotland? 解决苏格兰交通贫困问题的国家政策效果如何?
IF 3.8 Q2 TRANSPORTATION Pub Date : 2025-12-11 DOI: 10.1016/j.trip.2025.101784
Margaret J. Douglas , Chris Patterson , Andrew Pulford , Paul Sloan , Catherine Heeney , Joanna Teuton , Anna Gale , Timo Clemens , Adrian L. Davis
Transport poverty can be caused by a lack of transport options that are available, reliable, affordable, accessible or safe. This study aimed to assess whether selected national transport policies were likely to achieve a population level impact on transport poverty in Scotland. We identified a long list of relevant policies from sources including the national transport strategy annual delivery plan. Transport Scotland officials prioritised 12 of these policies for review. Eight policies addressed affordability, three safety, and two accessibility, one of which addressed both accessibility and safety. We used available evidence, mainly from policy documentation and evaluations, to score whether these were: systematically applied; scaled up appropriately; resourced in the long term; and evidence based, to generate an overall assessment of likely population level impact. We scored eight policies as high population level impact, three medium and one low. The policies were all legislative or universally available for defined populations, with few barriers to uptake. We identified bus concessionary schemes as particularly important to improve affordability, but some low-income populations who could most benefit are not eligible. We assessed three legislative policies as likely to have a population impact on accessibility and/or safety. We conclude that addressing each dimension in isolation is not sufficient to reduce transport poverty. A broad transport poverty strategy addressing all dimensions of transport poverty should be developed to ensure everyone can access transport options to meet their needs.
交通贫困可能是由于缺乏可用的、可靠的、负担得起的、可获得的或安全的交通选择而造成的。本研究旨在评估选定的国家交通政策是否有可能对苏格兰的交通贫困产生人口层面的影响。我们从各种来源确定了一长串相关政策,包括国家运输战略、年度交付计划。苏格兰交通部官员将其中12项政策列为优先审查对象。八项政策涉及可负担性,三项政策涉及安全性,两项政策涉及可及性,其中一项政策涉及可及性和安全性。我们使用了现有的证据,主要来自政策文件和评估,来评分这些措施是否得到了系统的应用;适当扩大;长期资源充足的;并以证据为基础,对可能的人口水平影响进行全面评估。我们将8项政策评为人口水平高影响,3项中等影响,1项低影响。这些政策都是立法规定的,或者对特定人群普遍适用,几乎没有接受的障碍。我们认为公交优惠计划对提高可负担性尤为重要,但一些最可能受益的低收入人群却没有资格。我们评估了三项可能对可达性和/或安全性产生人口影响的立法政策。我们的结论是,孤立地解决每个方面的问题不足以减少交通贫困。应制定一项广泛的交通贫困战略,处理交通贫困的所有方面,以确保每个人都能获得满足其需求的交通选择。
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引用次数: 0
Unpacking solo driving: how contextual and psychological factors shape commuters’ intentions in the Paris region 卸下独自驾驶的行李:背景和心理因素如何影响巴黎地区通勤者的意图
IF 3.8 Q2 TRANSPORTATION Pub Date : 2025-12-11 DOI: 10.1016/j.trip.2025.101766
Briac Nokplim Akouh , Lucia Bosone , Patricia Delhomme
In the context of the climate crisis and increasing urban congestion, reducing solo driving for commuting is a key challenge for promoting sustainable urban mobility. This study examines the psychological and contextual factors determining the intention to reduce solo driving among Parisian commuters. Based on Extended Theory of Planned Behaviour (TPB), integrating factors from the Norm Activation Model (NAM) and the COM-B framework, we carried out a correlational study. Data were collected through an e-survey from a sample of 1356 individuals living in the Paris region who solo drive for commuting. The proposed extended model accounted for 55.6% of the variance of their intention to reduce their solo driving. Present findings highlight the substantial role of perceived opportunities in strengthening solo driving reduction intention, suggesting that reducing perceived barriers by improving public transport infrastructure, and promoting opportunities by lowering public transport costs and expanding remote work options can encourage individuals to reduce solo driving. This study offers insights for policymakers to design targeted interventions encouraging sustainable mobility for commuters in urban and suburban settings.
在气候危机和城市拥堵加剧的背景下,减少独自驾驶通勤是促进可持续城市交通的一项关键挑战。这项研究考察了决定巴黎通勤者减少独自驾驶意愿的心理和环境因素。基于扩展计划行为理论(TPB),结合规范激活模型(NAM)和COM-B框架的相关因素,进行了相关研究。数据是通过一项电子调查收集的,调查对象是居住在巴黎地区的1356名独自开车上下班的人。所提出的扩展模型占他们减少独自驾驶意愿方差的55.6%。目前的研究结果强调了感知机会在加强减少独自驾驶意愿方面的重要作用,表明通过改善公共交通基础设施来减少感知障碍,通过降低公共交通成本和扩大远程工作选择来促进机会,可以鼓励个人减少独自驾驶。这项研究为政策制定者设计有针对性的干预措施提供了见解,鼓励城市和郊区通勤者的可持续流动。
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引用次数: 0
Predicting the adjacency matrix to construct lane topology of signalised intersections with aerial imagery and deep learning 利用航拍图像和深度学习预测邻接矩阵构建信号交叉口车道拓扑
IF 3.8 Q2 TRANSPORTATION Pub Date : 2025-12-11 DOI: 10.1016/j.trip.2025.101779
Hugo Nilsson, Rachid Oucheikh
Access to detailed network data is often constrained by access-controlled datasets or by extensive manual labour. Using aerial imagery and a simplified OpenStreetMap road-level graph, a novel approach is proposed to extract lane-level road topology graphs at signalized intersections based on detection of common road objects, classification of lane attributes, and a simultaneous lane-to-lane connectivity classifier. The approach bridges the gap in methodologies focused on image segmentation or direct graph extraction. Based on individual intersection arms, we achieve an F1 score of 0.88 in predicting the number of approach lanes, 0.87 number of turn movements, and 0.63 in predicting the number of lane types using seven lane type classes. Although key topology aspects are predicted successfully, performance is comparable or inferior to a simpler rule-based model. The results demonstrate the viability of the approach, but confirming practical usefulness will require training and evaluation on a larger and more varied dataset across cities and intersection types.
访问详细的网络数据通常受到访问控制数据集或大量手工劳动的限制。利用航空图像和简化的OpenStreetMap道路水平图,提出了一种基于常见道路目标检测、车道属性分类和同步车道间连通性分类器的信号交叉口车道水平道路拓扑图提取方法。该方法弥补了专注于图像分割或直接图提取的方法的差距。基于单个交叉口臂,我们在预测接近车道数量方面获得了0.88分,在预测转弯运动数量方面获得了0.87分,在预测车道类型数量方面获得了0.63分。虽然可以成功地预测关键拓扑方面,但性能与更简单的基于规则的模型相当或更差。结果证明了该方法的可行性,但要确认实际用途,还需要在更大、更多样化的数据集上进行培训和评估,这些数据集涉及城市和十字路口类型。
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引用次数: 0
Bypassing the lack of available travel disaggregated data: A geo-spatial framework to simulate mode choice 绕过缺乏可用的旅行分类数据:一个模拟模式选择的地理空间框架
IF 3.8 Q2 TRANSPORTATION Pub Date : 2025-11-01 DOI: 10.1016/j.trip.2025.101735
Anabele Lindner , Cira Souza Pitombo , Samuel de França Marques
Disaggregated data for travel demand are essential resources toward appropriate urban planning, especially regarding public transportation. However, especially in developing countries, access to such information is limited. The current paper addresses this issue by introducing an approach, comprising semivariogram deconvolution, Sequential Gaussian Simulation (SGS), and validation, using regular spatial scales. As input to the procedure, we propose to use information with high availability, such as census microdata. The hallmark of the devised method lies in inferring travel spatial variability of more disaggregated unit areas using synthetic data. The method proposes to calculate synthetic data using the socioeconomic census microdata and a calibrated regression model with travel demand data associated with Traffic Analysis Zones (TAZs) in São Paulo city. The resulting maps and statistical metrics corroborate the original data values associated with TAZs. This paper presents relevant contributions as the method enables: bypassing the lack of available travel disaggregated data; creating different scenarios to reproduce travel spatial behavior; and assessing the associated uncertainty.
出行需求的分类数据是进行适当城市规划的必要资源,特别是在公共交通方面。但是,特别是在发展中国家,获得这种信息的机会是有限的。本文通过引入一种方法来解决这个问题,该方法包括半变差反卷积、顺序高斯模拟(SGS)和使用规则空间尺度的验证。作为程序的输入,我们建议使用高可用性的信息,例如人口普查微数据。所设计方法的特点在于利用合成数据推断更多分解单元区域的旅行空间变异性。该方法提出使用社会经济普查微数据和与圣保罗市交通分析区(taz)相关的出行需求数据的校准回归模型计算合成数据。结果图和统计度量证实了与taz相关的原始数据值。本文提出了相关的贡献,因为该方法可以:绕过可用的旅行分类数据的缺乏;创造不同场景再现出行空间行为;并评估相关的不确定性。
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引用次数: 0
Inflating system expectations prior to SAE level 3 automated vehicle use: effects on monitoring behavior, resumption of control, and attitudes toward driving automation 在SAE 3级自动驾驶汽车使用之前,对系统期望的膨胀:对监控行为、恢复控制以及对驾驶自动化的态度的影响
IF 3.8 Q2 TRANSPORTATION Pub Date : 2025-11-01 DOI: 10.1016/j.trip.2025.101725
Dustin J. Souders , Shubham Agrawal , Irina Benedyk , Yuntao Guo , Yujie Li , Srinivas Peeta

Introduction

Increasing levels of vehicle automation bring new risks to drivers, particularly those who are using a new automated driving system (ADS). The overreliance on partially automated advanced driver assistance systems (SAE L2 ADAS) has led to crashes, a concern that might escalate with conditional ADS (SAE L3), which require timely driver intervention. This study examines the impact of how L3 ADS’ capabilities and limitations are communicated to users on their subjective attitudes toward ADS and their driving behavior and performance, particularly concerning safety.

Method

In a driving simulator study, participants received introductory videos about the role of drivers at different automation levels, the capabilities and limitations of L3 ADS, and its human–machine interface (HMI). Videos concluded with either “Highlighted Benefits” of higher automation levels, reflecting current marketing trends of ADAS and ADS, or an “Explicit Reminder” of driver responsibilities in L3 ADS usage. Participants then completed three driving simulator runs (repeated measures) during or after which visual monitoring behavior, take-over performance, and subjective attitudes (trust and acceptance) toward the ADS were gathered.

Results

Participants resumed control when receiving uncertainty alert from the ADS across both introductory information conditions, with minor differences in take-over performance and monitoring behavior. No significant differences were observed in road monitoring behavior, take-over performance, and subjective attitudes between conditions, except for subjective familiarity ratings, which decreased over runs for the Explicit Reminder group compared to the Highlighted Benefits group. Both conditions showed take-over performance improvements, particularly after practice.

Conclusions

Successful crash avoidance in both groups indicates that graded warnings and practice can effectively improve take-over performance. This similarity in outcomes suggests that introductory information about ADS may not significantly affect monitoring behavior and performance of ADS users. These results highlight the potential for such systems to mitigate ADS complacency and promote safer resumption of vehicle control during automation failures.
车辆自动化水平的提高给驾驶员带来了新的风险,特别是那些使用新型自动驾驶系统(ADS)的驾驶员。过度依赖部分自动化的高级驾驶辅助系统(SAE L2 ADAS)已经导致了交通事故,而有条件的自动驾驶辅助系统(SAE L3)可能会加剧这种担忧,因为这需要驾驶员及时干预。本研究考察了L3级自动驾驶系统的功能和局限性如何传达给用户,影响他们对自动驾驶系统的主观态度,以及他们的驾驶行为和表现,特别是在安全方面。方法在驾驶模拟器研究中,参与者观看了关于驾驶员在不同自动化水平下的作用、L3 ADS的功能和局限性及其人机界面(HMI)的介绍视频。视频的结尾处要么是更高自动化水平的“突出优点”,反映了当前ADAS和ADS的营销趋势,要么是“明确提醒”驾驶员在使用L3 ADS时的责任。然后,参与者完成了三次驾驶模拟器运行(重复测量),在此期间或之后,收集了视觉监控行为、接管表现和对ADS的主观态度(信任和接受)。结果在两种介绍信息条件下,受试者在收到ADS的不确定性警报后均恢复了控制,接管表现和监测行为差异较小。在不同条件下,道路监测行为、接管表现和主观态度没有显著差异,除了主观熟悉度评分,显性提醒组的主观熟悉度评分与突出效益组相比在跑步过程中有所下降。两种情况下,接管的表现都有所改善,尤其是在练习之后。结论两组患者避撞成功,表明分级预警和演练能有效提高接管绩效。结果的这种相似性表明,关于ADS的介绍性信息可能不会显著影响ADS用户的监控行为和性能。这些结果强调了此类系统在缓解ADS自满情绪和促进自动控制故障时更安全恢复车辆控制方面的潜力。
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Transportation Research Interdisciplinary Perspectives
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