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建模土地利用和时间因素对儿童行人伤亡的影响。

Modelling the effects of land use and temporal factors on child pedestrian casualties.

机构信息

Transport Operations Research Group, Cassie Building, School of Civil Engineering & Geosciences, Newcastle University, Newcastle, NE1 7RU, UK.

出版信息

Accid Anal Prev. 2009 Sep;41(5):1016-24. doi: 10.1016/j.aap.2009.06.015. Epub 2009 Jul 1.

Abstract

This study investigates the suitability of land use variables in predicting the number of child pedestrian casualties; a subject of concern in Great Britain despite sustained improvements in road safety over the past decade. The relationship between land use and transport is used to establish a link between land use and child pedestrian travel; trip attractors and generators are considered as variables that lead child pedestrians to exposure to high risk environments. Casualty records for Newcastle upon Tyne are analysed to reveal trends of temporal variation of child pedestrian casualty numbers. Land use data is combined with the casualty data using GIS techniques to generate relevant inputs for the analysis. Six Generalized Linear Models (GLMs) are developed to analyse the association of child pedestrian casualty numbers and trip attractor land use types. Two are the main models; the first investigates all types of casualty data including slight, serious and fatal events and the second uses only KSI (Killed or Seriously Injured) data in the analysis. The other four models are developed to investigate the temporal variation of child pedestrian KSI and slight casualties over the day (school time and non-school time) and week (weekday and weekend). The results show that secondary retail and high density residential land use types are associated with all child pedestrian casualties. In addition, educational sites, junction density, primary retail and low density residential land use types are also associated with child casualties at different time periods of the day and week. The study findings are found to concur with the current child road safety policies in Great Britain and will, in fact, provide some guidance for local authorities to deliver successful child road safety audits.

摘要

本研究调查了土地利用变量在预测儿童行人伤亡数量方面的适宜性;尽管过去十年道路安全持续改善,但在英国这仍是一个令人关注的问题。土地利用与交通之间的关系被用于建立土地利用与儿童行人出行之间的联系;出行吸引物和生成器被视为导致儿童行人接触高风险环境的变量。对泰恩河畔纽卡斯尔的伤亡记录进行了分析,以揭示儿童行人伤亡数量的时间变化趋势。土地利用数据与伤亡数据结合使用 GIS 技术,为分析生成相关输入。开发了六个广义线性模型 (GLM) 来分析儿童行人伤亡数量与出行吸引物土地利用类型之间的关联。其中两个是主要模型;第一个模型调查了包括轻微、严重和致命事件在内的所有类型的伤亡数据,第二个模型仅在分析中使用 KSI(死亡或重伤)数据。其他四个模型用于调查儿童行人 KSI 和轻微伤亡在一天(上学时间和非上学时间)和一周(工作日和周末)内的时间变化。结果表明,二级零售和高密度住宅土地利用类型与所有儿童行人伤亡有关。此外,教育场所、交叉口密度、一级零售和低密度住宅土地利用类型也与一天和一周不同时间段的儿童伤亡有关。研究结果与英国当前的儿童道路安全政策一致,实际上将为地方当局提供一些指导,以进行成功的儿童道路安全审计。

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