基于数据包络分析的最佳实践对标和评估公共交通系统效率

Jacqueline Nayame, Maoloud Dabab, T. Anderson
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引用次数: 1

摘要

美国的公共交通系统面临着越来越大的压力,既要降低运营成本,又要增加客流量,满足多种社会需求。本研究的主要目的是根据美国的最佳实践来衡量公共交通机构的效率,确定导致其效率的影响因素,以及如何使用这些策略和政策来改善公共交通机构的低效率。该研究使用数据包络分析(DEA)方法,使用来自国家交通数据库(NTD)的5年(2012年至2016年)数据,分析了美国334家交通机构的总体绩效。结果表明,与其他机构相比,运营拼车和按需服务等拼车项目的公共交通机构效率更高,因为它们能够更好地利用它们的投入,因此具有更高的整体效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Benchmarking and Evaluating the Efficiency of Mass Transit Systems Based on Best Practice Using Data Envelopment Analysis
Public transit systems in the USA have been faced with mounting pressure to decrease their operating costs while at the same time expected to increase ridership and meeting multiple societal needs. The primary objective of this study is to measure the efficiencies of mass transit agencies based on best practice in the US, identify the influencing factors leading to their efficiencies, and how these strategies and policies can be used improve inefficiency in transit agencies. Using Data Envelopment Analysis (DEA) method, the study analyzed the mass performance of 334 transit agencies across the US using data from the national transit database (NTD) for the five years (2012 to 2016). The results show that public transit agencies operating ridesharing programs such as vanpools and on demand-services are more efficient compared to other agencies, as they are able to better at utilizing their inputs and therefore having a higher overall efficiency.
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