反映用户感知的公交服务质量建模——以孟加拉国达卡为例

IF 3.2 Q3 TRANSPORTATION IATSS Research Pub Date : 2023-10-01 DOI:10.1016/j.iatssr.2023.07.001
Farzana Rahman , Md. Ariful Islam , Md. Hadiuzzaman
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引用次数: 0

摘要

私家车使用量的增加和公共交通服务质量的低下是许多发展中城市面临的一个严重问题。先决条件是满足流动需要,特别是低收入者的流动需要,以确保所提供的服务有足够的能力。辅助交通是一种不可或缺的公共交通方式,特别是在公共交通系统不足的地方。随着城市人口和人均收入的快速增长,现有的交通基础设施刺激了它们作为一种廉价便捷的公共交通方式的使用。服务质量被认为是评估交通绩效的最重要的手段之一。为了观察道路系统中公共交通的性能,总体乘客感知服务质量(SQ)一直是最重要的测量手段。本研究旨在以用户感知为基础,运用结构方程模型(SEM)建立描述辅助交通服务的SQ变量之间的关系。对达卡大都市区(孟加拉国)20条辅助交通路线上的2025名辅助交通用户进行了访谈调查。结果表明,与支持模式的集成属性具有最高的载荷,推断它是SQ最重要的方面。属性加载值可以根据用户感知到的重要性来解释。使用2000份问卷中的21个服务变量开发了几个SE模型。通过开发不同的模型,确定了具有三个潜在构式的最佳模型作为解释整个公共交通服务的物理和服务性能要素的主要特征。三个潜在构念是“运输质量”、“运输绩效”和“服务质量”。在21个SQ变量中,“乘客安全”、“座位舒适度”和“乘坐安全”对整体感知SQ的影响最大。研究结果支持从公共交通用户那里收集的数据。本研究可帮助辅助交通营运商确定对SQ有决定性影响的变数,以及这些变数与使用者整体感知SQ的关系。了解SQ变量,影响乘客的感知,可以更容易地设计和提供优质的服务。
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Paratransit service quality modeling reflecting users' perception-A case study in Dhaka, Bangladesh

Increasing usage of private cars and low service quality of public transport is an acute problem in many developing cities. The prerequisite is to meet the mobility needs, especially for low-income people, to ensure adequate capacity by the service provided. Paratransit is an indispensable mode of public transport, especially where the mass transit system is insufficient. Rapid increase in urban population, per capita income along existing transport infrastructure has stimulated their usage as a cheap and convenient public transport mode. Quality of service is considered as one of the most significant means to assess transit performance. To observe the performance of public transportation in roadway systems, overall passenger perceived service quality (SQ) has always been the most significant means of measurement. This research aims to establish a relationship between SQ variables describing the service of paratransit by Structural Equation Modeling (SEM) based on users' perceptions. An interview survey was conducted off-board to 2025 paratransit users at twenty paratransit routes in Dhaka metropolitan area (Bangladesh). Results show that the attribute of integration with supporting modes has the highest loading, inferring it as the most significant aspect of SQ. Attributes loading value may be explained according to the importance perceived by the users. Several SE models were developed using 21 service variables from 2000 questionnaires. Upon developing different models, the best model with three latent constructs was identified as the main characteristics for explaining the entire set of physical and service performance elements of the paratransit service. Three latent constructs were ‘Quality of transport’, ‘Transit performance’ and ‘Service quality’. Among 21 SQ variables, ‘Security of passenger’, ‘seat comfort level’, and ‘riding safety’ have been found to impart the greatest influence on the overall perceived SQ. The study findings support the data collected from paratransit users. This study may help the paratransit operators to determine variables that are decisive for SQ and their relation with the overall perceived SQ by the users. Understanding SQ variables, influencing passenger perception makes it easier to design and deliver good quality service.

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来源期刊
IATSS Research
IATSS Research TRANSPORTATION-
CiteScore
6.40
自引率
6.20%
发文量
44
审稿时长
42 weeks
期刊介绍: First published in 1977 as an international journal sponsored by the International Association of Traffic and Safety Sciences, IATSS Research has contributed to the dissemination of interdisciplinary wisdom on ideal mobility, particularly in Asia. IATSS Research is an international refereed journal providing a platform for the exchange of scientific findings on transportation and safety across a wide range of academic fields, with particular emphasis on the links between scientific findings and practice in society and cultural contexts. IATSS Research welcomes submission of original research articles and reviews that satisfy the following conditions: 1.Relevant to transportation and safety, and the multiple impacts of transportation systems on security, human health, and the environment. 2.Contains important policy and practical implications based on scientific evidence in the applicable academic field. In addition to welcoming general submissions, IATSS Research occasionally plans and publishes special feature sections and special issues composed of invited articles addressing specific topics.
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