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Relationships among causal factors influencing mine accidents using structural equation modelling. 用结构方程模型分析影响矿山事故成因的关系。
IF 2.3 4区 医学 Q2 Social Sciences Pub Date : 2023-12-01 Epub Date: 2023-08-23 DOI: 10.1080/17457300.2023.2248491
Theophilus Joe-Asare, Eric Stemn, Newton Amegbey

Accidents occur due to a series of interactions between deficiencies within the various levels of a sociotechnical system. Quantifying the relationship between upper and lower levels helps develop accident countermeasures focusing on significant organisational latent conditions. This study explores the relationship between the causal factors of accidents within Ghanaian mines using SEM. Data obtained from the analysis of incident reports using HFACS-GMI were quantified to enable its use in the SEM software, as SEM calculations cannot be done using a 0/1 description. The study also tests five hypotheses, including the basic assumption of the HFACS model. The case study results showed that organisational factors significantly influence workplace/individual conditions; upper causal categories do not only influence adjacent immediate lower causal categories, and partial correlations exist between causal categories with a particular level. Based on the SEM model from LISERL, an accident causation path diagram was developed. The diagram reveals that leadership flaws, the technological environment and adverse physiological/mental states were the mediating factors in accident causation within the mines. The operational process has a prominent position in the organisational factors tier and is an essential factor in the entire accident system. Therefore, accident countermeasures should be directed to addressing operational deficiencies.

事故的发生是由于社会技术系统各个层面的缺陷之间的一系列相互作用。量化上层和下层之间的关系有助于制定针对重大组织潜在条件的事故对策。本研究利用扫描电镜探讨了加纳矿山事故成因之间的关系。使用HFACS-GMI从事件报告分析中获得的数据被量化,使其能够在SEM软件中使用,因为SEM计算不能使用0/1描述。本研究还检验了五个假设,包括HFACS模型的基本假设。个案研究结果显示,组织因素显著影响工作场所/个人状况;较高的因果类别不仅影响相邻的直接较低的因果类别,而且在特定水平的因果类别之间存在部分相关性。基于LISERL中的SEM模型,建立了事故原因路径图。由图可知,领导缺陷、技术环境和不良的生理/心理状态是矿井内事故发生的中介因素。操作过程在组织因素层中占有突出的地位,是整个事故系统的关键因素。因此,事故对策应针对解决操作缺陷。
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引用次数: 1
A matched case-control approach to identify the risk factors of fatal pedestrian crashes on a six-lane rural highway in India. 匹配病例对照方法,以确定印度六车道农村公路上致命行人碰撞的危险因素。
IF 2.3 4区 医学 Q2 Social Sciences Pub Date : 2023-12-01 Epub Date: 2023-08-03 DOI: 10.1080/17457300.2023.2242336
Laxman Singh Bisht, Geetam Tiwari

Globally, the increase in pedestrian fatalities due to road traffic crashes (RTCs) on transport networks has been a major concern. In low- and middle-income countries (LMICs), pedestrians face a high risk due to RTCs on the rural highway network. The safety evaluation methods, such as observational before-after, empirical Bayes, full Bayes, and cross-sectional methods have been used to identify risk factors of RTCs. However, these methods are data-intensive and have associated limitations. Thus, this study employed a matched case-control method to identify the risk factors of fatal pedestrian crashes. This study utilized crash, traffic volume, speed, geometric, and roadside environment data of a 175 km six-lane rural highway in India. The identified major risk factors, such as clear zone width, the presence of habitation, service roads, and horizontal curve sections, increase the likelihood of a fatal pedestrian crash. This study provides specific insights for modifying the speed limit of highway sections passing through habitation. On such highway sections, designers should shift focus to pedestrian safety. It also suggests that the service road design needs to be reconsidered from a pedestrian safety viewpoint. The proposed method can be used in any other setting having similar traffic and socio-economic conditions.

在全球范围内,由于交通网络上的道路交通碰撞(rtc)导致的行人死亡人数增加一直是一个主要问题。在低收入和中等收入国家(LMICs),由于农村公路网上的rtc,行人面临着很高的风险。采用前后观察法、经验贝叶斯法、全贝叶斯法、横断面法等安全评价方法识别rtc的危险因素。然而,这些方法是数据密集型的,并且有相关的限制。因此,本研究采用匹配病例对照法来确定致命行人碰撞的危险因素。本研究利用了印度一条175公里的六车道农村公路的碰撞、交通量、速度、几何和路边环境数据。已确定的主要风险因素,如空旷区宽度、居住区的存在、服务道路和水平弯道,增加了致命行人碰撞的可能性。本研究为修改经过居住区的高速公路路段限速提供了具体的见解。在这样的高速公路路段,设计师应该将重点转移到行人安全上。建议从行人安全的角度重新考虑服务道路的设计。所建议的方法可用于具有类似交通和社会经济条件的任何其他环境。
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引用次数: 0
List of reviewers (2022–2023) 评审人员名单(2022-2023)
IF 2.3 4区 医学 Q2 Social Sciences Pub Date : 2023-11-30 DOI: 10.1080/17457300.2023.2277088
Published in International Journal of Injury Control and Safety Promotion (Vol. 30, No. 4, 2023)
发表于《国际伤害控制与安全促进杂志》(第30卷第4期,2023年)
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引用次数: 0
Risk exposure factors influencing the frequency of road crashes during the COVID-19 pandemic in Ciudad Juarez, Mexico. A negative binomial spatial regression model. 影响墨西哥华雷斯市2019冠状病毒病大流行期间道路交通事故频率的风险暴露因素负二项空间回归模型。
IF 2.3 4区 医学 Q2 Social Sciences Pub Date : 2023-09-01 DOI: 10.1080/17457300.2023.2188469
Vladimir Hernández, César M Fuentes

The article aims to investigate the influence of risk exposure factors on the frequency of road crashes from January to August 2020 in Ciudad Juarez, Mexico. It is a longitudinal study with four data sets: road crashes, population and housing census, location of economic activities, and road network information. Specifically, this study investigates the relationship between exposure factors - demographics, main roads and land use - and road crashes. A mixed method analysis was employed, (1) spatial analysis using GIS techniques; and (2) a negative binomial spatial regression model. The results showed a strong spatial dependence (0.274; p-value 0.00) of road crashes in the census tracts, and this effect was statistically significant (0.007) in the spatial regression model. In the model, a high probability (<0.05) of road crashes in the census tracts was found with the population aged 15 to 65 years, the length of main roads and the level of road coverage (Engel index), land uses with economic activities of an industrial and commercial character. The findings of this study successfully capture the social, economic, and urban conditions during the January-August 2020 period in the context of the COVID-19 pandemic. This new knowledge could help create preventive plans and policies to address the frequency of road crashes.

本文旨在调查2020年1月至8月墨西哥华雷斯市道路交通事故发生频率的风险暴露因素影响。这是一项纵向研究,有四个数据集:道路交通事故、人口和住房普查、经济活动地点和道路网络信息。具体来说,本研究调查了暴露因素——人口统计、主要道路和土地使用——与道路交通事故之间的关系。采用混合分析方法:(1)利用GIS技术进行空间分析;(2)负二项空间回归模型。结果显示出较强的空间依赖性(0.274;p值为0.00),在空间回归模型中,该效应具有统计学显著性(0.007)。在模型中,高概率(
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引用次数: 0
Risk perceptions of pedestrians for traffic and road features. 行人对交通和道路特征的风险感知。
IF 2.3 4区 医学 Q2 Social Sciences Pub Date : 2023-09-01 DOI: 10.1080/17457300.2023.2204488
Shalini Rankavat, Vinayak Gupta

Traffic fatalities from 2015 to 2019 in Uttar Pradesh (UP), India show that pedestrians and cyclists have the largest share of total road fatalities. This study analyzed the pedestrian's perceptions of risk in the medium-sized city-Bulandshahr-UP, India regarding the traffic and road features. Perception of risk provides important information in identifying potential risks and explaining travel choices by pedestrians. The study locations were selected based on identified blackspots i.e. clustering of actual fatal crashes during 2015-2019 in UP. The types of locations at the blackspots were intersections below flyover, four-way signalized intersections, midblocks and foot of flyovers. An empirical analysis is presented in the study by taking pedestrians' ranking of the selected risk factors like traffic speed, free left turn at intersections, unmarked crosswalks, median width, traffic volume and the number of lanes and using the Rank-ordered logit model. Traffic speed and median width were ranked as the two highest risk factors by pedestrians. The results also indicated that increased numbers of lanes are more likely to be perceived riskier by older age groups of pedestrians and females at intersections below flyovers and midblocks. A comparison of different locations shows that all the factors were significant at four-way signalized intersections, indicating more perceived risk by pedestrians at intersections. These significant results can be used by practitioners to design safer intersections and midblocks at selected locations for pedestrians in UP, India.

印度北方邦2015年至2019年的交通死亡人数显示,行人和骑自行车的人在道路死亡总人数中所占比例最大。本研究分析了印度中等城市bulandshahrup的行人对交通和道路特征的风险感知。风险感知为识别潜在风险和解释行人的出行选择提供了重要信息。研究地点是根据确定的黑点选择的,即北方邦2015-2019年期间实际致命事故的聚集。黑点的位置类型为立交桥下的交叉口、四路信号交叉口、中间街区和立交桥脚下。通过行人对所选择的交通速度、交叉口自由左转、无标号人行横道、中位数宽度、交通量、车道数等风险因素进行排序,采用秩序logit模型进行实证分析。行人认为交通速度和中间宽度是两个最大的危险因素。结果还表明,在天桥和中间街区下方的十字路口,车道数量的增加更有可能被年龄较大的行人和女性认为有风险。不同位置的比较表明,四向信号交叉口的所有因素都显著,表明行人在交叉口感知风险更高。这些重要的结果可以被从业人员用于在印度北方邦的选定地点为行人设计更安全的十字路口和中间街区。
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引用次数: 1
A hybrid clustering and random forest model to analyse vulnerable road user to motor vehicle (VRU-MV) crashes. 基于混合聚类和随机森林模型的道路使用者碰撞脆弱性分析。
IF 2.3 4区 医学 Q2 Social Sciences Pub Date : 2023-09-01 DOI: 10.1080/17457300.2023.2180804
Zhiyuan Sun, Duo Wang, Xin Gu, Yuxuan Xing, Jianyu Wang, Huapu Lu, Yanyan Chen

The main goal of this study is to investigate the unobserved heterogeneity in VRU-MV crash data and to determine the relatively important contributing factors of injury severity. For this end, a latent class analysis (LCA) coupled with random parameters logit model (LCA-RPL) is developed to segment the VRU-MV crashes into relatively homogeneous clusters and to explore the differences among clusters. The random-forest-based SHapley Additive exPlanation (RF-SHAP) approach is used to explore the relative importance of the contributing factors for injury severity in each cluster. The results show that, vulnerable group (VG), intersection or not (ION) and road type (RT) clearly distinguish the crash clusters. Moto-vehicle type and functional zone have significant impact on the injury severity among all clusters. Several variables (e.g. ION, crash type [CT], season and RT) demonstrate a significant effect in a specific sub-cluster model. Results of this study provide specific and insightful countermeasures that target the contributing factors in each cluster for mitigating VRU-MV crash injury severity.

本研究的主要目的是调查VRU-MV碰撞数据中未观察到的异质性,并确定损伤严重程度的相对重要影响因素。为此,开发了潜在类分析(LCA)与随机参数logit模型(LCA- rpl)相结合的方法,将VRU-MV崩溃划分为相对均匀的集群,并探索集群之间的差异。基于随机森林的SHapley加性解释(RF-SHAP)方法用于探索每个集群中伤害严重程度的贡献因素的相对重要性。结果表明,弱势群体(VG)、是否交叉口(ION)和道路类型(RT)能明显区分碰撞集群。机动车类型和功能区对机动车伤害严重程度有显著影响。几个变量(例如ION,崩溃类型[CT],季节和RT)在特定的子集群模型中显示出显著的影响。本研究的结果提供了具体而有见地的对策,针对每个集群的影响因素,以减轻VRU-MV碰撞损伤的严重程度。
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引用次数: 4
Injury research in the era of digital technologies. 数字技术时代的伤害研究。
IF 2.3 4区 医学 Q2 Social Sciences Pub Date : 2023-09-01 DOI: 10.1080/17457300.2023.2245654
Geetam Tiwari
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引用次数: 0
Developing a national database of police-reported fatal road traffic crashes for road safety research and management in India. 为印度的道路安全研究和管理开发一个警察报告的致命道路交通事故国家数据库。
IF 2.3 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-09-01 Epub Date: 2023-05-10 DOI: 10.1080/17457300.2023.2210546
Arunabha Banerjee, Abhaya Jha, Basit Farooq, Dinesh Mohan, Geetam Tiwari, Kavi Bhalla, Rahul Goel

Strengthening crash surveillance is an urgent priority for road safety in low- and middle-income countries. We reviewed the online availability and completeness of First Information Reports (FIRs; police reports) of road traffic crashes in India. We developed a relational database to record information extracted from FIRs, and implemented it for one state (Chhattisgarh, 2017-2019). We found that FIRs can be downloaded in bulk from government websites of 15 states and union territories. Another 14 provide access online but restrict bulk downloading, and 7 do not provide online access. For Chhattisgarh, 87% of registered FIRs could be downloaded. Most FIRs reported the date, time, collision-type, and vehicle-types, but important crash characteristics (e.g. infrastructure attributes) were missing. India needs to invest in building the crash surveillance capacity for research and safety management. However, in the interim, maintaining a national database of a sample of FIRs can provide useful policy guidance.

加强碰撞监测是中低收入国家道路安全的当务之急。我们审查了印度道路交通事故首次信息报告(FIRs;警方报告)的在线可用性和完整性。我们开发了一个关系数据库来记录从FIRs中提取的信息,并在一个州实现了该数据库(恰蒂斯加尔邦,2017-2019)。我们发现,FIRs可以从15个州和联邦直辖区的政府网站上批量下载。另外14个提供在线访问,但限制批量下载,7个不提供在线访问。对于恰蒂斯加尔邦,87%的注册FIRs可以下载。大多数FIRs报告了日期、时间、碰撞类型和车辆类型,但缺少重要的碰撞特征(如基础设施属性)。印度需要投资建设用于研究和安全管理的碰撞监测能力。然而,在此期间,维护一个FIRs样本的国家数据库可以提供有用的政策指导。
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引用次数: 0
Cluster analysis of the spatial distribution of pedestrian deaths and injuries by parishes in Kampala city, Uganda. 乌干达坎帕拉市各教区行人伤亡空间分布的聚类分析
IF 2.3 4区 医学 Q2 Social Sciences Pub Date : 2023-09-01 DOI: 10.1080/17457300.2023.2204490
Esther Bayiga Zziwa, Milton Mutto, David Guwatudde

Studies on pedestrian deaths and injuries at the urban level in Africa mostly provide overall aggregated figures and do not examine variation in the sub-urban units. Using cluster analysis, this study sought to determine if the observed pattern in the distribution of pedestrian injuries and deaths among parishes in Kampala city is significant. Pedestrian crash data from 2015 to 2019 were collected from the Uganda Traffic Police database. Serious and fatal pedestrian injury rates were mapped by parish using ArcMap and cluster analyses conducted. Results from spatial autocorrelation (Moran's Index of 0.18 and 0.17 for fatal and serious injury rates respectively) showed that the distributions were clustered within parishes crossed by highways and located in the inner city respectively. Z-scores of 3.32 (p < 0.01) for serious injury rates and 3.71 (p < 0.01) for fatal injury rates indicated that the clustering was not random. This study's main contribution was providing a detailed spatial distribution of pedestrian fatal and serious injury rates for Kampala; a city in a low developing country in Africa at the micro-scale of a parish. This foundational exploratory paper formed the first step of a broader study examining built environment factors explaining this pattern.

关于非洲城市一级行人死亡和受伤的研究大多提供总体汇总数字,而不审查郊区单位的变化。利用聚类分析,本研究试图确定观察到的坎帕拉市教区之间行人伤害和死亡分布的模式是否显著。2015年至2019年的行人碰撞数据收集自乌干达交通警察数据库。采用ArcMap和聚类分析方法绘制教区严重和致命行人伤害发生率图。空间自相关分析结果(Moran’s指数分别为0.18和0.17)表明,该区域的分布主要集中在公路交叉的教区内,主要集中在城区内。z分数为3.32 (p
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引用次数: 0
Built environment influence on the incidence of elderly pedestrian collisions in a medium-large city in southern Brazil: a spatial analysis. 巴西南部某大中城市建筑环境对老年行人碰撞发生率的影响:空间分析
IF 2.3 4区 医学 Q2 Social Sciences Pub Date : 2023-09-01 DOI: 10.1080/17457300.2023.2204503
Mariana Teixeira da Silva, Pedro Henrique Iora, Miyoko Massago, Amanda de Carvalho Dutra, Júlia Loverde Gabella, Lincoln Luís Silva, Fernanda Shizue Nishida Carignano, Eniuce Menezes de Souza, Armstrong Mbi Obale, João Ricardo Nickenig Vissoci, Anjni Patel Joiner, Catherine Ann Staton, Oscar Kenji Nihei, Luciano de Andrade

Trauma disproportionately affects vulnerable road users, especially the elderly. We analyzed the spatial distribution of elderly pedestrians struck by vehicles in the urban area of Maringa city, from 2014 to 2018. Hotspots were obtained by kernel density estimation and wavelet analysis. The relationship between spatial relative risks (RR) of elderly run-overs and the built environment was assessed through Qualitative Comparative Analysis (QCA). Incidents were more frequent in the central and southeast regions of the city, where the RR was up to 2.58 times higher. The QCA test found a significant association between elderly pedestrian victims and the presence of traffic lights, medical centers/hospitals, roundabouts and schools. There is an association between higher risk of elderly pedestrians collisions and specific elements of built environments in Maringa, providing fundamental data to help guide public policies to improve urban mobility aimed at protecting vulnerable road users and planning an age-friendly city.

创伤对弱势道路使用者,尤其是老年人的影响尤为严重。分析了2014 - 2018年马林加市城区老年行人被车辆撞击的空间分布特征。通过核密度估计和小波分析得到热点。采用定性比较分析(QCA)方法,对老年人踩踏的空间相对风险(RR)与建成环境的关系进行了评价。在城市的中部和东南部地区,事件更为频繁,那里的RR高达2.58倍。QCA测试发现,老年行人受害者与交通灯、医疗中心/医院、环形交叉路口和学校的存在存在显著关联。在马林加,老年行人碰撞风险较高与建筑环境的特定要素之间存在关联,这为帮助指导公共政策改善城市流动性提供了基础数据,旨在保护弱势道路使用者,并规划一个老年人友好型城市。
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引用次数: 0
期刊
International Journal of Injury Control and Safety Promotion
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