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Classification of Brazilian airports using multiple operational criteria: A data mining approach 使用多种操作标准的巴西机场分类:一种数据挖掘方法
Pub Date : 2025-12-10 DOI: 10.1016/j.latran.2025.100049
Bruno de Athayde Prata
Brazil plays a significant role in the global air transportation market. Despite its complex airport network, the current classification used by the Brazilian government does not incorporate multiple operational indicators. This paper aims to present a new classification for Brazilian airports by considering multivariate indicators through a data mining approach. This study introduces a comprehensive methodology for classifying airports, involving several critical steps: understanding the airports, preparing data, evaluating data, selecting features, clustering, analyzing results, classifying airports, and presenting findings. For this purpose, we collected a dataset comprising operational criteria from 517 airports from 2000 to 2024. To enhance the feature selection process, we employed a heuristic approach based on the standardized variance values of evaluated variables. The k-medoids algorithm was utilized for the clustering, considering two supply-related variables (Total ASK and Total ATK) and three demand-related variables (Total RPK, Total RTK, and Total Payload). To ensure the reliability of the results, we performed a thorough statistical evaluation using the Silhouette Index and the U-matrix. The clustering algorithm produced a classification with four categories, grouping the airports coherently based on practical characteristics. We can emphasize that the proposed methodology provides a better approach to support policy-making in the context of Brazilian aviation.
巴西在全球航空运输市场上发挥着重要作用。尽管巴西机场网络复杂,但巴西政府目前使用的分类并没有纳入多个运营指标。本文旨在通过数据挖掘方法考虑多变量指标,为巴西机场提出一种新的分类方法。本研究介绍了机场分类的综合方法,包括几个关键步骤:了解机场,准备数据,评估数据,选择特征,聚类,分析结果,对机场进行分类,并提出研究结果。为此,我们收集了一个包含2000年至2024年517个机场运营标准的数据集。为了改进特征选择过程,我们采用了基于评估变量的标准化方差值的启发式方法。采用k-medoids算法进行聚类,考虑两个供应相关变量(Total ASK和Total ATK)和三个需求相关变量(Total RPK、Total RTK和Total Payload)。为了确保结果的可靠性,我们使用Silhouette Index和u矩阵进行了全面的统计评估。聚类算法产生了一个四类分类,根据实际特点对机场进行了连贯的分组。我们可以强调,拟议的方法为支持巴西航空方面的决策提供了更好的方法。
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引用次数: 0
Measuring walkability using machine learning: Semantic segment algorithms for pedestrian models 使用机器学习测量步行性:行人模型的语义分段算法
Pub Date : 2025-12-02 DOI: 10.1016/j.latran.2025.100050
Shanna Trichês Lucchesi , Douglas Zechin , Ana Margarita Larranaga , João António de Abreu e Silva , Helena Beatriz Bettella Cybis
Recent advances in machine learning allow researchers to extract urban features from imagery quickly and at scale. This study applies two semantic-segmentation algorithms (DeepLab and SegNet) to Google Street View images to derive indicators of the built environment, which are evaluated within a common Structural Equation Modelling (SEM) framework of perceived walkability. We compare models using census-based indicators (SEM-Census) with those using image-derived indicators (SEM-DeepLab; SEM-SegNet). All indicators are aggregated to the census-tract level to ensure strict comparability. We assess between-tract variance, model fit (RMSEA, CFI, TLI) and factor loadings. Results show that segmentation-based indicators capture spatial variability relevant to walkability and, overall, outperform the census-based specification; however, estimates are sensitive to the chosen algorithm, with SegNet yielding stronger measurement fit and DeepLab aligning more intuitively with built-environment constructs. These findings underscore both the potential of image-based indicators for modelling perceived walkability and the need for algorithm selection and local calibration to reflect the heterogeneity of Latin American urban environments.
机器学习的最新进展使研究人员能够快速、大规模地从图像中提取城市特征。本研究将两种语义分割算法(DeepLab和SegNet)应用于谷歌街景图像,以得出建筑环境的指标,并在感知步行性的通用结构方程建模(SEM)框架内对其进行评估。我们比较了使用基于人口普查的指标(SEM-Census)和使用图像衍生指标(SEM-DeepLab; SEM-SegNet)的模型。所有指标的总和达到人口普查区的水平,以确保严格的可比性。我们评估了区域间方差、模型拟合(RMSEA、CFI、TLI)和因子负荷。结果表明,基于分段的指标捕获了与步行性相关的空间变异性,总体上优于基于人口普查的指标;然而,估计对所选择的算法很敏感,SegNet产生更强的测量拟合,而DeepLab更直观地与建筑环境结构对齐。这些发现强调了基于图像的指标在模拟感知步行性方面的潜力,以及对算法选择和本地校准的需求,以反映拉丁美洲城市环境的异质性。
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引用次数: 0
A multivariate approach to assess the factors influencing the use frequency of sustainable urban transport modes 城市可持续交通方式使用频率影响因素的多元分析
Pub Date : 2025-11-05 DOI: 10.1016/j.latran.2025.100047
Gabriel Pereira Caldeira, Isabela Maciel Macedo, Cassiano Augusto Isler
Urban travel behavior evolves over time in response to events that disrupt daily life, such as the COVID-19 pandemic. However, research on the factors influencing the use frequency of sustainable transport modes over time remains limited. This paper investigates the factors influencing the frequency of walking, cycling, and public transport use and their correlation between periods before and during the COVID-19 pandemic (2018–2022) in São Paulo, Brazil. A multivariate ordered Logit model is estimated, accounting for interdependencies between the frequencies of transport use. Walking and cycling have positive correlations with public transport use. Women and non-white people with lower education and income are less likely to cycle, while older people are more likely to never use active modes and public transport. Private car owners working or studying at home are less prone to use public transport and walking. The probability of public transport use and cycling decreased during and after the COVID-19 pandemic. In the opposite, the probability of walking frequently increased after the pandemic. Such evidence allows for developing policies to promote sustainable transport while managing disruptions at the urban level.
随着时间的推移,城市旅行行为会随着扰乱日常生活的事件而演变,例如COVID-19大流行。然而,关于可持续交通方式使用频率随时间变化的影响因素的研究仍然有限。本文调查了巴西圣保罗新冠肺炎大流行之前和期间(2018-2022年)步行、骑自行车和公共交通使用频率的影响因素及其相关性。估计了一个多变量有序Logit模型,考虑了交通使用频率之间的相互依赖性。步行和骑自行车与公共交通的使用呈正相关。受教育程度和收入较低的女性和非白人骑自行车的可能性较小,而老年人更有可能从不使用主动模式和公共交通工具。在家工作或学习的私家车车主较少使用公共交通工具和步行。在2019冠状病毒病大流行期间和之后,使用公共交通工具和骑自行车的可能性有所下降。相反,大流行后频繁行走的可能性增加了。这些证据有助于制定政策,促进可持续交通,同时在城市层面管理交通中断。
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引用次数: 0
Practising transport justice: Theory – practice gaps in three Latin American metropolises 实践交通公正:三个拉丁美洲大都市的理论与实践差距
Pub Date : 2025-10-31 DOI: 10.1016/j.latran.2025.100046
Giovanni Vecchio , Ignacio Tiznado-Aitken , Luís Ángel Guzmán , Julián Arellana , Eduardo Vasconcellos , Juan Carlos Muñoz
While transport justice is increasingly a concern for academic research, the concept has less impact on planning practice. We investigate this theory-practice gap by interviewing key decision-makers from three structurally unequal Latin American metropolises. Our analysis examines the urban mobility issues they perceive, the planning strategies they develop, and the eventual gaps between the needs perceived by citizens and decision-makers. The lack of explicit ethical principles to address established mobility-related inequalities and the intention to avoid conflict with key stakeholders appear as the two main obstacles to bringing the concept of transport justice into practice.
虽然交通公平越来越受到学术研究的关注,但这一概念对规划实践的影响较小。我们通过采访来自三个结构不平等的拉丁美洲大都市的关键决策者来调查这种理论与实践的差距。我们的分析考察了他们感知到的城市交通问题,他们制定的规划策略,以及公民和决策者感知到的需求之间的最终差距。缺乏明确的道德原则来解决既定的与流动性相关的不平等现象,以及避免与主要利益攸关方发生冲突的意图,似乎是将运输正义概念付诸实践的两个主要障碍。
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引用次数: 0
Economic growth and the dynamic interplay of transport, ICT, FDI, and urbanization: Global evidence and implications for Latin America 经济增长与交通、信息通信技术、外国直接投资和城市化的动态相互作用:全球证据及其对拉丁美洲的影响
Pub Date : 2025-09-24 DOI: 10.1016/j.latran.2025.100045
BENSOLTANE Bassem
<div><div>This study examines the interdependent effects of transport infrastructure, ICT, FDI, and urbanization on economic growth, with particular emphasis on Latin American countries. Using a dynamic panel of 63 countries from 2000 to 2021, we estimate a system of simultaneous equations via the GMM to capture direct, indirect, and bidirectional relationships. To contextualize the findings and account for structural heterogeneity, a second econometric analysis is conducted on a subsample of 14 Latin American countries, selected to reflect the region’s specific spatial and developmental characteristics. The empirical results underscore the central role of transport infrastructure in driving growth, especially in the Latin American context, where it exerts robust and statistically significant effects on GDP per capita (0.0385, p < 0.05), FDI (2.7489, p < 0.05), ICT (1.9904, p < 0.01), and urbanization (0.3113, p < 0.01). These findings demonstrate the multidimensional function of multimodal connectivity as a platform for inclusive development and position the study as a novel empirical contribution to the field of transportation economics. Similar dynamics are observed globally, reinforcing the enabling role of transport in fostering capital mobility, digital diffusion, and spatial integration. In parallel, ICT and FDI emerge as key drivers of economic performance. ICT significantly enhances GDP and FDI in Latin America (0.3896, p < 0.01), although it is negatively associated with FDI at the global level (–1.7179, p < 0.01), suggesting distinct regional trajectories. FDI itself has a consistently positive impact on GDP per capita across both samples, with a stronger magnitude observed in Latin American countries (0.0269, p < 0.01) compared to the global average (0.0007, p < 0.01). In contrast, the effects of urbanization diverge sharply from conventional expectations: rather than contributing positively to growth and investment, urbanization in Latin American countries is associated with significant negative effects on GDP per capita (–1.7713, p < 0.01) and FDI (–10.3693, p < 0.01). This counterintuitive outcome is likely explained by persistent structural constraints, including spatial inequality, underdeveloped infrastructure, and high levels of informality, which hinder the realization of agglomeration economies. Nonetheless, urbanization remains positively linked to ICT development (0.8015, p < 0.01) and transport infrastructure (0.0601, p < 0.05), indicating a more complex and context-specific role in shaping connectivity and innovation capacity. Finally, a range of control variables, including trade openness, industrialization, government expenditure, population growth, population density, and informality, also significantly influence outcomes, underscoring the importance of structural conditions in mediating development processes. Taken together, the study provides new region-specific empirical insights
本研究考察了交通基础设施、信息通信技术、外国直接投资和城市化对经济增长的相互影响,并特别强调了拉丁美洲国家。利用2000年至2021年63个国家的动态面板,我们通过GMM估计了一个联立方程系统,以捕捉直接、间接和双向关系。为了将研究结果背景化并解释结构异质性,本文对14个拉丁美洲国家的子样本进行了第二次计量经济分析,以反映该地区具体的空间和发展特征。实证结果强调了交通基础设施在推动增长方面的核心作用,特别是在拉美地区,交通基础设施对人均GDP (0.0385, p < 0.05)、FDI (2.7489, p < 0.05)、ICT (1.9904, p < 0.01)和城市化(0.3113,p < 0.01)产生了强劲且具有统计学意义的显著影响。这些发现证明了多式联运作为包容性发展平台的多维功能,并将该研究定位为交通经济学领域的一项新的实证贡献。在全球范围内也观察到类似的动态,强化了交通在促进资本流动、数字扩散和空间整合方面的促进作用。与此同时,信息通信技术和外国直接投资成为经济绩效的关键驱动因素。ICT显著提高了拉丁美洲的GDP和FDI (0.3896, p < 0.01),尽管它与全球水平的FDI呈负相关(-1.7179,p < 0.01),表明不同的区域轨迹。FDI本身对两个样本的人均GDP都有持续的积极影响,与全球平均水平(0.0007,p < 0.01)相比,拉丁美洲国家的影响更大(0.0269,p < 0.01)。相比之下,城市化的影响与传统预期大相径庭:拉丁美洲国家的城市化对人均GDP (-1.7713, p < 0.01)和外国直接投资(-10.3693,p < 0.01)产生了显著的负面影响,而不是对增长和投资做出积极贡献。这种反直觉的结果可能是由持续的结构性约束所解释的,包括空间不平等、基础设施欠发达和高度的非正式性,这些都阻碍了集聚经济的实现。尽管如此,城市化仍与ICT发展(0.8015,p < 0.01)和交通基础设施(0.0601,p < 0.05)呈正相关,这表明城市化在塑造连通性和创新能力方面的作用更为复杂,也更为具体。最后,一系列控制变量,包括贸易开放、工业化、政府支出、人口增长、人口密度和非正式性,也对结果产生重大影响,强调了结构条件在调节发展进程中的重要性。总而言之,该研究提供了新的区域具体经验见解,为旨在促进拉丁美洲国家包容性和可持续增长的综合基础设施和数字化转型战略提供信息。
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引用次数: 0
Modeling intercity trucking costs: Empirical findings from Colombia 城际货运成本建模:来自哥伦比亚的实证研究结果
Pub Date : 2025-08-26 DOI: 10.1016/j.latran.2025.100044
John Jairo Posada-Henao , Carlos A. Gonzalez-Calderon , Maria C. Valencia-Cardenas , Mario A. Peñaranda-Márquez
As a crucial component of the transportation outlook, costs associated with road freight transportation are essential to economic competitiveness. The importance of this topic in developing countries relies on the vital role that trucking plays in the supply chain and its incidence in planning, policy, and regulatory decision-making.
Using data gathered by the Colombian Department of Transportation (CDOT) and its information systems, this paper presents a methodology to analyze the influence of topography, trip length distribution, travel time, and road tolls on intercity trucking costs. The authors employ the Ordinary Least Squares (OLS) method to estimate the influence of variables on different Origin-Destination (O-D) pairs in Colombia. The results of this study suggest that topography plays a vital role in estimating truck operating costs. Other factors, such as truck configuration, distance, travel time, loads, and input prices, affect the trucking cost. In different vehicle configurations, the toll cost significantly impacted the total trucking cost of the route. This study aims to contribute to the search for government initiatives that enhance the economic growth and sustainability of the trucking industry, considering and predicting costs that impact the supply chain and the final market price of goods.
作为运输前景的一个重要组成部分,与公路货运有关的成本对经济竞争力至关重要。这一主题在发展中国家的重要性取决于卡车运输在供应链中的重要作用及其在规划、政策和监管决策中的作用。利用哥伦比亚运输部(CDOT)及其信息系统收集的数据,本文提出了一种方法来分析地形、行程长度分布、旅行时间和道路收费对城际卡车运输成本的影响。作者采用普通最小二乘(OLS)方法估计变量对哥伦比亚不同出发地-目的地(O-D)对的影响。本研究的结果表明,地形在估计卡车运营成本方面起着至关重要的作用。其他因素,如卡车配置、距离、行驶时间、装载和输入价格,都会影响卡车运输成本。在不同的车辆配置下,通行费成本显著影响了该路线的总运输成本。本研究旨在通过考虑和预测影响供应链和货物最终市场价格的成本,为寻求促进卡车运输业经济增长和可持续性的政府举措做出贡献。
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引用次数: 0
Temporal transferability of a microsimulation activity-based model: An application in Chile 基于活动的微模拟模型的时间可转移性:在智利的应用
Pub Date : 2025-08-18 DOI: 10.1016/j.latran.2025.100043
Víctor Allendes , Juan Antonio Carrasco , Eric J. Miller , James Vaughan
Urban transport policies in the Global South mostly use traditional trip-based models to replicate and predict individuals' travel in different urban contexts. Given their aggregate nature, they are limited when applied at a more disaggregated scale, contrasting with activity-based models, especially microsimulation-based models, which have been used mainly in the Global North, with few applications in Latin America. In addition, there is a critical need to add empirical evidence to understand the models' temporal transferability, which involves their capability to predict future travel behavior based on estimations with data collected in the present. This paper reports on the replicability and temporal transferability of an activity-based model in Chile. The objective is to understand the challenges of applying these models in these contexts for policy usefulness. The applicability of the model TASHA (Travel Activity Scheduler Household Agent) is studied in two stages: replication and prediction of activities and trips for a base year and temporal transferability of previously estimated parameters to a future year. The model uses trip-based information from conventional travel surveys in a mid-size Chilean city. The exercise provides valuable proof of the principle of several arguments about the advantages of activity-based models such as TASHA. First, the study shows the model's ability to capture current and future behaviour despite data and context limitations. Second, the model supports the analysis of activities in addition to trips, providing a more in-depth assessment of travel behaviour. Finally, and more importantly, the focus on activities, such as end times, brings the opportunity to incorporate a broader range of policies than those traditionally studied in transport.
发展中国家的城市交通政策大多使用传统的基于出行的模型来复制和预测不同城市背景下的个人出行。考虑到它们的集体性,与主要在全球北方使用的基于活动的模型,特别是基于微模拟的模型相比,它们在更分散的规模上应用时受到限制,在拉丁美洲的应用很少。此外,迫切需要增加经验证据来理解模型的时间可转移性,这涉及到它们基于当前收集的数据估计来预测未来旅行行为的能力。本文报告了智利一个基于活动的模式的可复制性和时间可转移性。目标是了解在这些环境中应用这些模型以实现政策有用性的挑战。本文分两个阶段研究了TASHA (Travel Activity Scheduler Household Agent)模型的适用性:对基准年的活动和行程的复制和预测,以及先前估计参数对未来一年的时间可转移性。该模型使用了来自智利一个中型城市的传统旅游调查的基于旅行的信息。这个练习提供了有价值的证据,证明了关于基于活动的模型(如TASHA)的优点的几个论点的原理。首先,该研究表明,尽管数据和环境有限,该模型仍有能力捕捉当前和未来的行为。其次,该模型支持对旅行之外的活动进行分析,从而对旅行行为进行更深入的评估。最后,也是更重要的是,对活动的关注,如结束时间,带来了纳入比传统上在运输方面研究的更广泛的政策的机会。
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引用次数: 0
Spatial analysis of land use and land cover change and irregular settlements along BR-104, in Northeast Brazil 巴西东北部BR-104沿线土地利用/覆被变化与不规则住区空间分析
Pub Date : 2025-07-26 DOI: 10.1016/j.latran.2025.100041
Erison Rosa de Oliveira Barros , Mauricio Oliveira de Andrade , Carlos Fabricio Assunção da Silva
The study's objective is to conduct a spatial analysis of the relationship between changes in land use and land cover (LULC) in areas susceptible to irregular settlements along the right-of-way of the federal highway, BR-104 PE, located in the Northeast region of Brazil. By integrating MapBiomas data and the Social Vulnerability Index by IPEA from 2000 to 2010 and 2010–2018, the analysis predicts changes in high-risk zones for irregular occupations. The study examines spatial landscape modifications across different LULC classes using a tool to identify how land categories shift over time within QGIS’s Molusce module. Despite the topic’s urgency, academic assessments of such processes remain limited, reinforcing the need for further methodological innovation. Findings indicate that densely populated areas associated with housing deficits are more likely to experience an increase in informal settlements. Specifically, transforming urban and rural areas into irregular occupations along BR-104 right-of-way correlates with intensified human activity, elevated Social Vulnerability Index (SVI) scores, and the associated socioeconomic factors. Over ten years (2000–2010), the region lost about 35.64 km² of agricultural land while experiencing nearly 16.60 km² of irregular urban expansion. These shifts underscore the urgency of integrated land-use planning and targeted social policies to prevent the expansion of informal settlements in this context.
该研究的目的是对巴西东北地区联邦公路BR-104 PE路权沿线易受不规则住区影响的地区的土地利用和土地覆盖变化之间的关系进行空间分析。通过整合2000 - 2010年和2010 - 2018年的MapBiomas数据和IPEA的社会脆弱性指数,分析预测了非常规职业高风险区域的变化。在QGIS的Molusce模块中,该研究使用一种工具来确定土地类别如何随时间变化,研究了不同LULC类别的空间景观变化。尽管这一主题很紧迫,但对这些过程的学术评估仍然有限,因此需要进一步创新方法。调查结果表明,与住房短缺有关的人口稠密地区更有可能出现非正式住区的增加。具体而言,BR-104路权沿线城市和农村地区转变为不规则职业与人类活动加剧、社会脆弱性指数(SVI)得分升高以及相关的社会经济因素相关。在2000-2010年的十年间,该地区失去了约35.64 km²的农业用地,同时经历了近16.60 km²的不规则城市扩张。这些转变强调了综合土地使用规划和有针对性的社会政策的紧迫性,以防止在这种情况下扩大非正式住区。
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引用次数: 0
Active mobility, equity and inclusion 积极的流动性、公平和包容
Pub Date : 2025-07-22 DOI: 10.1016/j.latran.2025.100040
Ana Margarita Larrañaga , Juan de Dios Ortúzar , Daniel Oviedo , Alejandro Ruiz-Padillo
The expansion of urban areas in Latin America and the Caribbean (LAC) has been marked by spatial fragmentation, unequal infrastructure provision, and accessibility gaps. In this context, active mobility - such as walking and cycling - has emerged as a key strategy to promote more sustainable, inclusive, and efficient urban environments. However, despite growing interest, significant gaps remain in the research agenda for active mobility in LAC. This paper identifies research priorities for advancing active mobility in the region, based on discussions from a workshop organized by the Inter-American Development Bank (IDB) during the XXII Pan-American Congress of Transportation and Logistics (PANAM 2023) in Guayaquil, Ecuador. The results highlight the need for further research on the social, economic, and environmental impacts of active mobility, including its relationship with health, safety, and transport equity. Additionally, opportunities for integrating active mobility with public transport and applying advanced data analytics to understand travel behavior were identified as key areas for exploration. By addressing these research gaps, this agenda aims to strengthen evidence-based policymaking and enhance the role of active mobility in sustainable urban development across LAC. Advancing this knowledge will not only contribute to reducing emissions and improving health outcomes but also support a transition toward more equitable and efficient transport systems in the region.
拉丁美洲和加勒比(LAC)城市地区的扩张以空间碎片化、基础设施提供不平等和可达性差距为特征。在这种背景下,步行和骑自行车等主动出行已成为促进更可持续、更包容和更高效的城市环境的关键战略。然而,尽管人们的兴趣日益浓厚,但在拉丁美洲和加勒比地区主动流动性的研究议程中仍存在重大差距。本文根据在厄瓜多尔瓜亚基尔举行的第22届泛美运输和物流大会(PANAM 2023)期间美洲开发银行(IDB)组织的研讨会的讨论,确定了促进该地区主动交通的研究重点。研究结果强调,需要进一步研究主动出行的社会、经济和环境影响,包括其与健康、安全和交通公平的关系。此外,将主动交通与公共交通相结合以及应用先进的数据分析来了解出行行为的机会被确定为探索的关键领域。通过解决这些研究差距,本议程旨在加强以证据为基础的决策,并加强积极流动性在整个拉丁美洲和加勒比地区可持续城市发展中的作用。推进这方面的知识不仅将有助于减少排放和改善健康结果,而且还将支持该地区向更公平和更有效的运输系统过渡。
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引用次数: 0
Integrated carpooling and parking system to improve mobility: Case study at the University of Puerto Rico at Mayagüez 综合拼车和停车系统,以提高机动性:在波多黎各大学mayagez的案例研究
Pub Date : 2025-07-14 DOI: 10.1016/j.latran.2025.100039
Daniel Rodriguez-Roman , Misael Moctezuma Rivera , Elian Brevan Villanueva , Nayda G. Santiago , Héctor J. Carlo , Alberto M. Figueroa-Medina , Celimar Deida Villafañe
This paper describes the pilot test of a Parking Allocation and Ride-Sharing (PARS) system at the University of Puerto Rico at Mayagüez. PARS is a novel travel demand management strategy that integrates carpooling and parking management to address parking and mobility problems. The main components of the pilot were a mobile application for submitting parking and ride requests; cloud-based algorithms for ride matching, implementing a space reservation model, and verifying passenger occupancy in carpool vehicles; and internet-of-things devices for controlling access to a 20-space parking area. Surveys were conducted before and after the test to explore attitudes toward carpooling and evaluate participants' experiences. The pre-test survey focused on participants’ comfort levels with giving rides or being passengers in a university-coordinated carpooling program. Responses were analyzed using ordered logistic regression and structural equation modeling to examine how demographic characteristics relate to stated comfort with carpooling.
In the pre-test survey, 30–40 % of respondents agreed with statements indicating that they would be comfortable being carpool drivers in a university coordinated carpooling program, but fewer (26–33 %) agreed they would be comfortable being carpool passengers. The model estimation results suggest that there are differences in attitudes toward carpooling depending on the person’s gender, age, travel time, role in the university, and whether they are drivers. The pilot test demonstrated that the PARS technologies are an effective strategy for parking management and carpool coordination. Although female survey respondents were more likely to indicate that they were uncomfortable with carpooling – and particularly with having opposite-gender carpooling partners – they were not underrepresented among PARS users. On average, the system received 15.3 (±5.2) parking requests and 2.4 (±1.4) ride requests per day. The post-test survey analysis found that 82 % of PARS users had a positive experience. Two key lessons from the test were that marketing for new carpooling-based services requires considerable planning and resources and that mistrust of strangers is a major barrier to carpooling programs, even in universities.
本文介绍了波多黎各大学mayag ez分校的停车分配和乘车共享(PARS)系统的试点测试。PARS是一种新型的出行需求管理策略,它将拼车和停车管理相结合,以解决停车和出行问题。该试点项目的主要组成部分是提交停车和乘车请求的移动应用程序;基于云的乘车匹配算法,实现空间预订模型,并验证拼车车辆的乘客占用情况;还有物联网设备,用于控制进入20个车位的停车场。在测试前后分别进行了问卷调查,以探讨人们对拼车的态度,并评估参与者的体验。测试前的调查主要关注的是参与者在搭车或参加大学协调的拼车项目时的舒适程度。使用有序逻辑回归和结构方程模型分析了响应,以检查人口统计学特征与拼车舒适性的关系。在测试前的调查中,30 - 40% %的受访者同意在大学拼车计划中充当拼车司机的说法,但更少(26 - 33% %)的受访者同意充当拼车乘客的说法。模型估计结果表明,人们对拼车的态度存在差异,这取决于个人的性别、年龄、出行时间、在大学中的角色以及他们是否是司机。试验结果表明,PARS技术是一种有效的停车管理和拼车协调策略。尽管女性受访者更有可能表示她们对拼车感到不舒服,尤其是与异性拼车,但她们在PARS用户中的比例并不低。该系统平均每天收到15.3(±5.2)个停车请求和2.4(±1.4)个乘车请求。测试后的调查分析发现82% %的PARS用户有积极的体验。从测试中得出的两个关键教训是,新的拼车服务的营销需要大量的计划和资源,对陌生人的不信任是拼车项目的主要障碍,即使在大学里也是如此。
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引用次数: 0
期刊
Latin American Transport Studies
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