A Driver in Health Outcomes: Developing Discrete Categories of Transportation Insecurity

Abstract 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 clus...

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Bibliographic Details
Published in:American journal of epidemiology 2023-11, Vol.192 (11), p.1854-1863
Main Authors: McDonald-Lopez, Karina, Murphy, Alexandra K, Gould-Werth, Alix, Griffin, Jamie, Bader, Michael D M, Kovski, Nicole
Format: Article
Language:English
Subjects:
Cluster analysis
Clustering
Health care
Mental depression
Original Contribution
Security
Transportation
Vector quantization
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Summary:Abstract 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.
ISSN:0002-9262
1476-6256
DOI:10.1093/aje/kwad145