Am J Epidemiol. 2023 Nov 3;192(11):1854-1863. doi: 10.1093/aje/kwad145.
Research suggests that transportation is an important social determinant of health, because the ability to get around is consequential for accessing health care and nutritious food and for making social connections. We used an inductive mixed-methods approach and a quantitative k-means clustering approach to identify 5 categories of transportation insecurity using the validated 16-item Transportation Security Index. The resulting 5-category measure distinguished among respondents with qualitatively different experiences of transportation insecurity. Analyzing data from 2018 that were representative of the US adult population aged 25 years or older, we demonstrated a nonparametric association between transportation insecurity and 2 different health measures (self-rated health and depressive symptoms). There was a threshold relationship between self-rated health and any level of transportation insecurity. High transportation insecurity had a very strong relationship with depressive symptoms. The categorical Transportation Security Index will be useful for clinicians who wish to screen for transportation-related barriers to health care. It will also facilitate research investigating the influence of transportation insecurity on health outcomes and provide the basis for interventions designed to address health disparities.
研究表明,交通是健康的一个重要社会决定因素,因为出行能力对获得医疗保健、营养食品和建立社会联系至关重要。我们使用归纳混合方法和定量 K 均值聚类方法,利用经过验证的 16 项交通安全指数,确定了 5 种交通不安全类别。由此产生的 5 类度量方法区分了受访者在交通不安全方面的不同经历。通过分析 2018 年具有代表性的美国 25 岁或以上成年人的数据,我们证明了交通不安全与 2 种不同健康指标(自我评估健康状况和抑郁症状)之间存在非参数关联。自我评估健康状况和任何程度的交通不安全之间存在阈值关系。高度的交通不安全与抑郁症状有很强的关系。分类交通安全指数将对希望筛查与医疗保健相关的交通障碍的临床医生有用。它还将促进研究交通不安全对健康结果的影响,并为旨在解决健康差异的干预措施提供基础。