4.7 Article

How Do Stakeholders Perceive Transit Service Quality Attributes? - A study through Fuzzy-AHP

期刊

EXPERT SYSTEMS WITH APPLICATIONS
卷 238, 期 -, 页码 -

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2023.122043

关键词

Public transport; Service quality; Attributes; Fuzzy-AHP; Stakeholder opinion

向作者/读者索取更多资源

This study investigates stakeholders' perception of nine major attribute sets that comprehensively define transit service quality. A novel linguistic AHP scale was used to simplify understanding and reduce fatigue when stakeholders filled the survey. The study found that stakeholders' perceptions vary or sync based on attributes' value or characteristics. The analysis allows for the categorization of attributes as highly, moderately, and least important. The findings provide valuable insights for planning improvements in transit services in a specific region.
This study examines stakeholders' perspective about nine major attribute sets which comprehensively define transit service quality. A novel linguistic AHP scale was used to form a judgement matrix based on experts' opinion which simplifies the understanding between two criteria and thus respondents' (stakeholders) fatigue and complexities reduces while filling the survey. The Saaty's bi-directional scale is made unidirectional by applying the linguistic scale as extremely lower (reciprocal values) to equal and then to extremely higher. Stakeholders were from different fields of expertise like academia, research, policy makers, service operators or providers, and industry professionals. A judgement matrix was arrived at through Fuzzy-AHP analysis while using disaggregated and aggregated opinions of the stakeholders. The stakeholders' opinion was analyzed as: individual stakeholders' groups; academicians vs non-academicians; and combined opinion. One-way ANOVA test was performed to examine the similarity in decision making across the stakeholders. Though no statistical significance was found across stakeholder level, however, the perceptions vary or sync across the groups based on attributes' inherent value or characteristics. The matrix allowed the categorization of the attributes based on their importance as highly, moderately, and least important. Higher importance has gone to infrastructure (system infrastructure, and ease and convenience) and operational attributes (Customer service, comfort, and service frequency) whereas, lower importance has gone to functional attributes (safety, security, and travel time reliability). The analysis allows us to arrive at probable weights which shall be given to the different attributes while planning for the improvements in the transit services in a geographical region.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据