影响行人步行速度的关键因素:荟萃分析

IF 4.6 3区 工程技术 Q1 ECONOMICS
Wei-Ting Shen, Barbara T.H. Yen
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引用次数: 0

摘要

主动交通在可持续交通和城市规划中发挥着至关重要的作用,有利于人们的健康。由于改善主动交通设施可以提高用户的安全性和便利性,因此衡量主动交通设施的性能非常重要。步行速度被认为是行人设施的主要设计因素。本研究的目的是找出影响步行速度的关键因素。因此,本研究回顾了41篇论文,191个样本,并收集了生活质量指标的外部数据,以控制每个案例的建筑环境和经济状况。建立了两步建模过程。首先,使用DBSCAN来识别样本之间的相似性。确定的三个集群(即发达国家、人口密度较高的发展中国家和人口密度较低的发展中国家)是第二阶段的输入之一,在第二阶段,使用元分析回归模型寻找影响步行速度的关键因素。对步行速度有显著正向影响的因素是年轻行人、寒冷天气和两个DBSCAN集群(即发达国家和人口密度较低的发展中国家)。对步行速度有显著负向影响的因素有老年行人、女性行人、特定服装的穿着、商业用地、以平均速度(相对于自由流速度)衡量速度。研究发现,身处发达国家对步行速度的负面影响最大。本研究进一步将世界范围内的《全球街道设计指南》指标与meta分析模型结果进行比较。研究结果为决策者和规划者提供了明确的行人设施设计指南,以提高步行速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Critical factors influenced pedestrian walking speed: A meta-analysis
Active transport plays a vital role in sustainable transport and urban planning and is beneficial for people's health. Since improving active transport facilities improves safety and convenience for users, it is important to measure the performance of active transport facilities. Walking speed has been recognised as the main design factor for pedestrian facilities. The purpose of this study is to identify key factors that affect walking speed. Therefore, this study reviews 41 papers with 191 samples and collects external data of quality of life indexes to control the built environment and economic status of each case. A two-step modeling process is developed. First, DBSCAN was used to identify the similarities among the samples. The three clusters (i.e., developed countries, developing countries with higher population density, and developing countries with lower population density) identified are one of the inputs into the second stage where a meta-analysis regression model was used to find critical factors influencing walking speed. Factors with significant positive impacts on walking speed are young pedestrians, cold weather, and two of the DBSCAN clusters (i.e., developed countries, and developing countries with lower population density). Factors that have significant negative impacts on walking speed are elderly pedestrians, female pedestrians, wearing specific clothing, commercial land use, and measuring speed as mean speed (compared to free flow speed). Being in a developed country is found to have the greatest negative impact on walking speed. This study further compares the worldwide Global Street Design Guide indicators with the meta-analysis model results. Findings provide policymakers and planners with a clear guide on the design of facilities for pedestrians to improve walking speed.
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来源期刊
CiteScore
8.40
自引率
2.60%
发文量
59
审稿时长
60 days
期刊介绍: Research in Transportation Economics is a journal devoted to the dissemination of high quality economics research in the field of transportation. The content covers a wide variety of topics relating to the economics aspects of transportation, government regulatory policies regarding transportation, and issues of concern to transportation industry planners. The unifying theme throughout the papers is the application of economic theory and/or applied economic methodologies to transportation questions.
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