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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
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 acce...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9793815/ https://www.ncbi.nlm.nih.gov/pubmed/36574081 http://dx.doi.org/10.1007/s11524-022-00701-y |
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author | Lardier, David T. Blackwell, Meredith A. Beene, Daniel Lin, Yan |
author_facet | Lardier, David T. Blackwell, Meredith A. Beene, Daniel Lin, Yan |
author_sort | Lardier, David T. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9793815 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-97938152022-12-27 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 Lardier, David T. Blackwell, Meredith A. Beene, Daniel Lin, Yan J Urban Health Original Article 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. Springer US 2022-12-27 2023-02 /pmc/articles/PMC9793815/ /pubmed/36574081 http://dx.doi.org/10.1007/s11524-022-00701-y Text en © The New York Academy of Medicine 2022, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. |
spellingShingle | Original Article Lardier, David T. Blackwell, Meredith A. Beene, Daniel Lin, Yan 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 |
title | 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 |
title_full | 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 |
title_fullStr | 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 |
title_full_unstemmed | 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 |
title_short | 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 |
title_sort | 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 |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9793815/ https://www.ncbi.nlm.nih.gov/pubmed/36574081 http://dx.doi.org/10.1007/s11524-022-00701-y |
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