Spatial associations between measures of public transportation and diabetic foot ulcer outcomes in the state of Georgia: 2016-2019.

IF 3.7 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM BMJ Open Diabetes Research & Care Pub Date : 2024-12-24 DOI:10.1136/bmjdrc-2024-004461
Lauren T Vanasse, Howard H Chang, Rohan D'Souza, Mohammed K Ali, Lance Waller, Marcos C Schechter
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Abstract

Introduction: There are limited data regarding the associations between public transportation reliance, availability, and diabetic foot ulcer (DFU)-related amputations.

Research design and methods: We used visit-level data from the Georgia 2016-2019 Healthcare Cost and Utilization Project database and obtained transportation variables from open sources. Using Bayesian spatial-temporal models, we assessed the associations between transportation and DFU-related amputations within each quartile of poverty status indicators at the ZIP code tabulation area (ZCTA) level. We used the proportion of adults who use public transportation to commute, distance to nearest transit stop, and per capita expense on public transportation as proxies for public transportation reliance, availability, and both, respectively.

Results: Of 114 606 DFUs, 21 388 (19%) were associated with a major or minor amputation. Among ZCTAs at the highest income quartile, reduced amputation risk was associated with the proportion of adults who use public transportation to commute to work (relative risk (RR)=0.29, 95% CI 0.09 to 0.97 per IQR increase of 1.13%) and per capita expense on public transportation (RR=0.78, 95% CI 0.63 to 0.78 per IQR increase of 6 cents). In metropolitan Georgia, a 1 IQR (261 m) increase in distance to the nearest transit stop was associated with lower amputation risk among ZCTAs at the lowest income quartile (RR=0.47, 95% CI 0.26 to 0.85).

Conclusion: In Georgia, public transportation reliance and availability are protective against DFU-related amputations in high-income but not among low-income ZCTAs. Reducing disparities in DFU-related amputations requires interventions to mitigate transportation barriers to care.

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乔治亚州公共交通措施与糖尿病足溃疡结局之间的空间关联:2016-2019
关于公共交通依赖、可用性和糖尿病足溃疡(DFU)相关截肢之间关系的数据有限。研究设计和方法:我们使用乔治亚州2016-2019年医疗保健成本和利用项目数据库中的访问级数据,并从开放资源中获取交通变量。利用贝叶斯时空模型,我们在邮政编码制表区(ZCTA)水平的贫困状况指标的每个四分位数内评估了交通与dfu相关截肢之间的关系。我们分别使用使用公共交通工具上下班的成年人比例、到最近的公共交通站点的距离和人均公共交通费用作为公共交通依赖、可用性和两者的代表。结果:114606例DFUs中,21388例(19%)伴有大或小截肢。在收入最高四分位数的zcta中,截肢风险的降低与使用公共交通工具上下班的成年人比例(相对风险(RR)=0.29, 95% CI 0.09至0.97,每IQR增加1.13%)和人均公共交通费用(RR=0.78, 95% CI 0.63至0.78,每IQR增加6美分)相关。在佐治亚州的大都市,最低收入四分位数的zcta中,距离最近的交通站点增加1 IQR(261米)与截肢风险降低相关(RR=0.47, 95% CI 0.26至0.85)。结论:在乔治亚州,高收入人群对公共交通的依赖和可用性对dfu相关截肢具有保护作用,但在低收入zcta中则不然。为了减少与dfu相关的截肢的差异,需要采取干预措施,以减轻就医的交通障碍。
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来源期刊
BMJ Open Diabetes Research & Care
BMJ Open Diabetes Research & Care Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
9.30
自引率
2.40%
发文量
123
审稿时长
18 weeks
期刊介绍: BMJ Open Diabetes Research & Care is an open access journal committed to publishing high-quality, basic and clinical research articles regarding type 1 and type 2 diabetes, and associated complications. Only original content will be accepted, and submissions are subject to rigorous peer review to ensure the publication of high-quality — and evidence-based — original research articles.
期刊最新文献
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