Everything has changed: the impacts of the COVID-19 pandemic on the transit market in Montréal, Canada

IF 3.5 2区 工程技术 Q1 ENGINEERING, CIVIL Transportation Pub Date : 2024-05-30 DOI:10.1007/s11116-024-10497-2
Thiago Carvalho, Ahmed El-Geneidy
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Abstract

The COVID-19 pandemic has significantly impacted the transit market leading to ridership loss and service cuts. Most of the post-pandemic transit market literature has focused on how to attract those who stopped using transit services, however little attention has been given to how rider profiles have changed. To address this gap, we examine 2019 and 2022 data regarding transit commuters from Montréal, Canada. We apply factor and k-means cluster analyses to derive market segments at both points in time considering satisfaction levels, telecommuting rates, and frequency of transit use. We build upon these analyses to report on overall and mode group-level changes in the transit market. Our market segmentation reveals that captive, captive-by-choice, and choice riders still exist in the current public transit market. However, the share of these groups in the market has changed. The proportion of captive and choice riders has increased while captive-by-choice riders have shrunk in size. Moreover, the post-pandemic market has become mostly composed of infrequent riders and higher rates of telecommuting. We further explore these trends by commute mode (i.e., bus only, metro only, and bus and metro users). The findings from this research can be of interest to practitioners and policymakers as they shed light on the evolution of the perceptions and behaviours of segments of transit riders from before to after pandemic.

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一切都变了:COVID-19 大流行病对加拿大蒙特利尔过境市场的影响
COVID-19 大流行严重影响了公交市场,导致乘客流失和服务削减。大流行后的公交市场文献大多关注如何吸引那些不再使用公交服务的乘客,但很少有人关注乘客特征是如何变化的。为了填补这一空白,我们研究了加拿大蒙特利尔市 2019 年和 2022 年的公交乘客数据。考虑到满意度、远程通勤率和公交使用频率,我们运用因子和 K 均值聚类分析得出了这两个时间点的细分市场。在这些分析的基础上,我们报告了公交市场整体和模式组层面的变化。我们的市场细分显示,在当前的公共交通市场中,仍然存在 "被俘 "乘客、"选择被俘 "乘客和 "选择被俘 "乘客。但是,这些群体在市场中所占的比例已经发生了变化。圈养乘客和自选乘客的比例增加了,而圈养自选乘客的规模缩小了。此外,"大流行 "后的市场主要由不经常乘车的乘客和较高的远程办公率组成。我们按通勤方式(即仅乘坐公交车、仅乘坐地铁以及公交车和地铁用户)进一步探讨了这些趋势。这项研究的结果对从业人员和政策制定者很有意义,因为它们揭示了从大流行前到大流行后部分公交乘客的观念和行为的演变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Transportation
Transportation 工程技术-工程:土木
CiteScore
10.70
自引率
4.70%
发文量
94
审稿时长
6-12 weeks
期刊介绍: In our first issue, published in 1972, we explained that this Journal is intended to promote the free and vigorous exchange of ideas and experience among the worldwide community actively concerned with transportation policy, planning and practice. That continues to be our mission, with a clear focus on topics concerned with research and practice in transportation policy and planning, around the world. These four words, policy and planning, research and practice are our key words. While we have a particular focus on transportation policy analysis and travel behaviour in the context of ground transportation, we willingly consider all good quality papers that are highly relevant to transportation policy, planning and practice with a clear focus on innovation, on extending the international pool of knowledge and understanding. Our interest is not only with transportation policies - and systems and services – but also with their social, economic and environmental impacts, However, papers about the application of established procedures to, or the development of plans or policies for, specific locations are unlikely to prove acceptable unless they report experience which will be of real benefit those working elsewhere. Papers concerned with the engineering, safety and operational management of transportation systems are outside our scope.
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