Sensitivities of weighting methods in the sustainability assessment of public transport in Latin American cities

IF 3.9 Q2 TRANSPORTATION
Alexandra Velasco , Regine Gerike
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引用次数: 0

Abstract

Several studies have been conducted on the sustainability performance of public transport (PT) systems, but few of these studies have focused on Latin American cities, which present a number of distinctive characteristics. These include the prevalence of harassment against women in PT vehicles, the use of outdated technology, and the lack of data availability. This study presents a sensitivity analysis for the Sustainable Public Transport Index for LATin AMerica (SPTI-LATAM) for 11 Latin American case study cities. Four weighting methods are applied at the levels of sustainability dimensions, categories and indicators, including the Equal Weighting Average (EWA), Analytic Hierarchical Processes (AHP), and Budget Allocation Points (BAP) approaches. Monte Carlo simulations are added to examine the robustness of the SPTI-LATAM city rankings for a large number of randomly drawn weights. Local stakeholder preferences in AHP and BAP, sensitivities in PT sustainability performance and ranking positions of the 11 cities are presented as the main results. The study’s findings reveal substantial differences between the stakeholder preferences and the EWA approach. The highest weights are assigned to the System Effectiveness and the Social dimensions. Ranking positions are stable for cities with the highest sustainability performance, whereas those with lower performance are show greater sensitivity, which is related to a less balanced scoring of single indicators. Recommendations are made for the further development of the SPTI-LATAM into a tool that measures the sustainability performance of PT systems in the Latin American context reliably across cities and over time, while also representing local stakeholders’ preferences.
拉丁美洲城市公共交通可持续性评价中加权方法的敏感性
已经对公共交通系统的可持续性绩效进行了几项研究,但这些研究很少集中在拉丁美洲城市,这些城市呈现出许多独特的特征。这些问题包括PT车辆中普遍存在对妇女的骚扰、使用过时的技术以及缺乏可用数据。本研究对拉丁美洲11个案例研究城市的可持续公共交通指数(SPTI-LATAM)进行了敏感性分析。在可持续性维度、类别和指标层面上采用了四种加权方法,包括等加权平均法(EWA)、层次分析法(AHP)和预算分配点法(BAP)。蒙特卡洛模拟被添加到检验SPTI-LATAM城市排名的鲁棒性对大量随机绘制的权重。主要结果为地方利益相关者在AHP和BAP中的偏好、PT可持续发展绩效的敏感性以及11个城市的排名位置。研究结果揭示了利益相关者偏好和EWA方法之间的实质性差异。最高的权重被分配给系统有效性和社会维度。可持续发展绩效最高的城市排名稳定,而绩效较低的城市表现出更大的敏感性,这与单一指标得分不平衡有关。建议进一步将SPTI-LATAM发展成为一种工具,在拉丁美洲的背景下,跨城市和随时间可靠地衡量PT系统的可持续性绩效,同时也代表当地利益相关者的偏好。
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来源期刊
Transportation Research Interdisciplinary Perspectives
Transportation Research Interdisciplinary Perspectives Engineering-Automotive Engineering
CiteScore
12.90
自引率
0.00%
发文量
185
审稿时长
22 weeks
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