Transportation equity advocates recommend improving public transit in low-income neighbourhoods to alleviate socio-spatial inequalities and increase quality of life. However, transportation planners often overlook transit investments in neighbourhoods with "transit-captive" populations because they are assumed to result in less mode-shifting, congestion relief, and environmental benefits, compared to investments that aim to attract choice riders in wealthier communities. In North American cities, while many low-income households are already transit users, some also own and use private vehicles. It suggests that transit improvements in low-income communities could indeed result in more transit use and less car use. Accordingly, the main objective of this article is to explore the statistical relationship between transit use and transit accessibility as well as how this varies by household income and vehicle ownership in the Greater Toronto and Hamilton Area (GTHA). Using stratified regression models, we find that low-income households with one or more cars per adult have the most elastic relationship between transit accessibility and transit use; they are more likely to be transit riders if transit improves. However, we confirm that in auto-centric areas with poor transit, the transit use of low-income households drops off sharply as car ownership increases. On the other hand, a sensitivity analysis suggests more opportunities for increasing transit ridership among car-deficit households when transit is improved. These findings indicate that improving transit in low-income inner suburbs, where most low-income car-owning households are living, would align social with environmental planning goals.
翻译:运输公平倡导者建议改善低收入社区的公共过境,以缓解社会空间不平等,提高生活质量;然而,运输规划人员往往忽视在“过境”人口居住区进行过境投资,因为与旨在吸引富裕社区选择车手的投资相比,运输规划人员认为这些投资不会导致模式转变、拥堵救济和环境惠益,而与吸引富裕社区选择车手的投资相比,运输公平倡导者往往忽视在“过境”人口居住区进行过境投资;在北美城市,虽然许多低收入家庭已经是过境用户,其中一些人还拥有和使用私人车辆;这表明,低收入社区的过境改善确实可能导致更多过境使用和减少汽车使用;因此,本篇文章的主要目的是探讨过境使用与过境无障碍之间的统计关系,以及大多伦多和汉密尔顿地区家庭家庭收入和车辆拥有情况如何不同。 我们采用分层回归模式发现,每个成人拥有一辆或多辆汽车的低收入家庭在过境和过境使用之间有着最大的弹性关系;如果过境情况得到改善,他们更有可能成为过境者;然而,我们确认,在过境条件较差的以汽车为中心地区,低收入家庭的过境使用过境情况如何?