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Unintended Benefits of the National Motor Vehicle Crash Causation Study: A Highway Perspective

机译:国家机动车碰撞原因研究的意外益处:高速公路的观点

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Since its inception, the National Highway Traffic Safety Administration (NHTSA) has been concerned with providing the most complete and technologically feasible crash data collection. The collaboration with the Federal Highway Administration (FHWA) also dates back to the inception of the data sets. Funding issues and interest of primary users have limited coded infrastructure variables and attributes. In 2005, NHTSA embarked upon the congressionally-mandated National Motor Vehicle Crash Causation Study (NMVCCS) data collection. With on-scene reporting, nearly crashtime graphic data became available to end-users. In 2008, the Fatality Analysis Reporting System (FARS) published the first geographical coordinates for its cases. This eventually resulted in the rerelease of data from 2001 through 2007. Although not temporally compatible, those interested in infrastructure and relevant elements would be able to complement the coded variables and attributes. The improved graphic reporting was noted in the National Automotive Sampling System (NASS) Crashworthiness Data System (CDS) pursuant to 2007 and potentially drawing from the NMVCCS model. This paper offers an approach to mine, previously unconsulted NMVCCS data, rooted in precedent and established using FARS and NASS CDS. Using new data sources, the safety community might yield additional insights about crashes and the influence of various factors. In the narrowest sense, the findings might support the knowledge derived from crash testing and the limited extent of in-service evaluations of roadside safety elements that have been undertaken to date. As a natural by-product, this paper suggests that aggregated knowledge might populate an infrastructure dataset to aid those involved in roadway design, especially those addressing roadway departure issues, as supported by the overwhelming FARS incidence. During the feasibility study to identify the roadway elements and the value of image review, the digital image information has been enlightening. Tangentially, unlike NHTSA, FHWA may reference the unweighted data sets, as this furthers understanding of crash causation rather than underpinning rulemaking activities, thereby maximizing the use of unweighted NMVCCS data, predating the sampling plan. In the past, FWHA has consulted state-reported roadway features inventories and their resulting crashes when possible, aspiring to a macro view of roadside element description. As inconsistencies exist in the way that data has been collected, stored, and eventually processed at the state-level, this study seeks to review untapped digital images from national crash reporting, filling a void present in roadway design using a micro approach of roadside element description based upon crash scene locations. The present study seeks to address highway safety data needs by leveraging new data resources and tools.
机译:自成立以来,国家公路交通安全管理局(NHTSA)一直关注提供最完整和技术上可行的崩溃数据收集。与联邦公路管理(FHWA)的合作也会追溯到数据集的开始。主要用户的资助问题和利益有有限的编码基础架构变量和属性。 2005年,NHTSA致力于国会授权的国家机动车崩溃因果关系研究(NMVCC)数据收集。使用现场报告,近崩溃时间图形数据可供最终用户使用。 2008年,死亡分析报告系统(FARS)发布了第一个地理坐标,以其案件。这最终导致2001年至2007年的数据重新缩写。虽然没有时间兼容,但那些对基础设施和相关元素感兴趣的人将能够补充编码变量和属性。根据2007年的国家汽车采样系统(NASS)Crashworthess数据系统(CDS)并从NMVCCS模型中绘制了改进的图形报告。本文提供了一种方法,以前的未解雇NMVCC数据,植根于先例,并使用FARS和NASS CD建立。使用新的数据来源,安全社区可能会产生关于崩溃和各种因素的影响的额外见解。在最狭隘的意义上,调查结果可能支持迄今为止正在进行的路边安全元素的碰撞测试和有限的服务评估范围的知识。作为一种自然的副产物,本文认为聚合的知识可能填充基础设施数据集,以帮助参与道路设计的人,特别是那些通过压倒性的大型大幅发病率的支持。在可行性研究期间,识别道路元素和图像审查的价值,数字图像信息一直在启发。与NHTSA不同,FHWA不同,FHWA可能会引用未加权的数据集,因为这一传统的对碰撞原因的理解而不是支撑统治活动,从而最大限度地利用未加权的NMVCC数据,预测采样计划。在过去,FWHA咨询了国家报告的巷道功能库存及其所得坠毁可能在可能的路边元素描述的宏观视图中。由于不一致的方式以数据级别收集,存储和最终处理的方式存在,这项研究旨在从国家崩溃报告中审查未开发的数字图像,利用路边元件的微观方法填充道路设计中的空隙描述基于崩溃场景位置。本研究旨在通过利用新的数据资源和工具来解决高速公路安全数据需求。

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