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社会脆弱性与新墨西哥州阿尔伯克基大都市区通过汽车和公共交通系统获得初级保健的空间可达性:通过 GIS 和多层次建模评估差异。

Social Vulnerabilities and Spatial Access to Primary Healthcare through Car and Public Transportation System in the Albuquerque, NM, Metropolitan Area: Assessing Disparities through GIS and Multilevel Modeling.

机构信息

Department of Psychiatry and Behavioral Sciences, Division of Community Behavioral Health, The University of New Mexico School of Medicine, The University of New Mexico Health Sciences Center, Albuquerque, NM, 87131, USA.

Department of Psychology, The University of New Mexico, Albuquerque, NM, 87131, USA.

出版信息

J Urban Health. 2023 Feb;100(1):88-102. doi: 10.1007/s11524-022-00701-y. Epub 2022 Dec 27.

Abstract

Primary healthcare (PHC) is a keystone component of population health. However, inequities in public transportation access hinder equitable usage of PHC services by minoritized populations. Using the multimodal enhanced 2-step floating catchment area method and data in 2018 and 2019 for spatial access to PHC providers (n = 1166) and social vulnerability markers through census block (n = 543) and tract data (n = 226), a generalized linear mixed-effect model (GLMEM) was constructed to test the effects of sociodemographic and community area correlates on both car and bus transit spatial access to PHC in the Albuquerque, New Mexico (NM) metropolitan area. Results for bus spatial access to PHC showed lower access for Hispanics (B =  - 0.097 ± 0.029 [- 0.154, - 0.040]) and non-Hispanic Whites (B =  - 0.106 ± 0.032 [- 0.169, - 0.043]) and a positive association between single-family households and bus spatial access (B = 1.573 ± 0.349 [0.866, 2.261]). Greater disability vulnerability (B =  - 0.569 ± 0.173 [- 0.919, - 0.259]) and language vulnerability (B =  - 0.569 ± 0.173 [- 0.919, - 0.259]) were associated with decreased bus spatial access. For car spatial access to PHC, greater SES vulnerability (B =  - 0.338 ± 0.021 [- 1.568, -0.143]), disability (B =  - 0.721 ± .092 [- 0.862, - 0.50 9]), and language vulnerability (B =  - 0.686 ± 0.172 [- 1.044, - 0.362]) were associated with less car spatial access. Results indicate a disproportionate burden of low PHC access among disadvantaged population groups who rely heavily on public transportation. These results necessitate targeted interventions to reduce these disparities in access to PHC.

摘要

初级医疗保健(PHC)是人口健康的基石。然而,公共交通可达性方面的不平等阻碍了少数族裔人群公平使用 PHC 服务。本研究使用多模式增强两步浮动集水区法,结合 2018 年和 2019 年的空间可达性数据(n=1166)和通过普查块(n=543)和地段数据(n=226)测量的社会脆弱性标志物,构建了广义线性混合效应模型(GLMEM),以检验社会人口学和社区区域因素对新墨西哥州阿尔伯克基(NM)大都市区 PHC 提供者的汽车和公共汽车交通空间可达性的影响。公共汽车 PHC 空间可达性的结果表明,西班牙裔(B=-0.097±0.029[-0.154,-0.040])和非西班牙裔白人(B=-0.106±0.032[-0.169,-0.043])的可达性较低,并且单身家庭与公共汽车空间可达性呈正相关(B=1.573±0.349[0.866,2.261])。更高的残疾脆弱性(B=-0.569±0.173[-0.919,-0.259])和语言脆弱性(B=-0.569±0.173[-0.919,-0.259])与公共汽车空间可达性降低有关。对于 PHC 的汽车空间可达性,更高的 SES 脆弱性(B=-0.338±0.021[-1.568,-0.143])、残疾(B=-0.721±0.092[-0.862,-0.509])和语言脆弱性(B=-0.686±0.172[-1.044,-0.362])与汽车空间可达性降低有关。结果表明,在严重依赖公共交通的弱势群体中,初级医疗保健机会不足的负担不成比例。这些结果需要有针对性的干预措施来减少在获得 PHC 方面的这些差距。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/93e3/9918632/0a3bedbb3aeb/11524_2022_701_Fig1_HTML.jpg

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