Cargando…

Assessing Disparity Using Measures of Racial and Educational Isolation

We develop a local, spatial measure of educational isolation (EI) and characterize the relationship between EI and our previously developed measure of racial isolation (RI). EI measures the extent to which non-college educated individuals are exposed primarily to other non-college educated individua...

Descripción completa

Detalles Bibliográficos
Autores principales: Bravo, Mercedes A., Leong, Man Chong, Gelfand, Alan E., Miranda, Marie Lynn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8430965/
https://www.ncbi.nlm.nih.gov/pubmed/34501973
http://dx.doi.org/10.3390/ijerph18179384
_version_ 1783750826797301760
author Bravo, Mercedes A.
Leong, Man Chong
Gelfand, Alan E.
Miranda, Marie Lynn
author_facet Bravo, Mercedes A.
Leong, Man Chong
Gelfand, Alan E.
Miranda, Marie Lynn
author_sort Bravo, Mercedes A.
collection PubMed
description We develop a local, spatial measure of educational isolation (EI) and characterize the relationship between EI and our previously developed measure of racial isolation (RI). EI measures the extent to which non-college educated individuals are exposed primarily to other non-college educated individuals. To characterize how the RI-EI relationship varies across space, we propose a novel measure of local correlation. Using birth records from the State of Michigan (2005–2012), we estimate associations between RI, EI, and birth outcomes. EI was lower in urban communities and higher in rural communities, while RI was highest in urban areas and parts of the southeastern United States (US). We observed greater heterogeneity in EI in low RI tracts, especially in non-urban tracts; residents of high RI tracts are likely to be both educationally and racially isolated. Associations were also observed between RI, EI, and gestational length (weeks) and preterm birth (PTB). For example, moving from the lowest to the highest quintile of RI was associated with a 1.11 (1.07, 1.15) and 1.16 (1.10, 1.22) increase in odds of PTB among NHB and NHW women, respectively. Moving from the lowest to the highest quintile of EI was associated with a 1.07 (1.02, 1.12) and 1.03 (1.00, 1.05) increase in odds of PTB among NHB and NHW women, respectively. This work provides three tools (RI, EI, and the local correlation measure) to researchers and policymakers interested in how residential isolation shapes disparate outcomes.
format Online
Article
Text
id pubmed-8430965
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-84309652021-09-11 Assessing Disparity Using Measures of Racial and Educational Isolation Bravo, Mercedes A. Leong, Man Chong Gelfand, Alan E. Miranda, Marie Lynn Int J Environ Res Public Health Article We develop a local, spatial measure of educational isolation (EI) and characterize the relationship between EI and our previously developed measure of racial isolation (RI). EI measures the extent to which non-college educated individuals are exposed primarily to other non-college educated individuals. To characterize how the RI-EI relationship varies across space, we propose a novel measure of local correlation. Using birth records from the State of Michigan (2005–2012), we estimate associations between RI, EI, and birth outcomes. EI was lower in urban communities and higher in rural communities, while RI was highest in urban areas and parts of the southeastern United States (US). We observed greater heterogeneity in EI in low RI tracts, especially in non-urban tracts; residents of high RI tracts are likely to be both educationally and racially isolated. Associations were also observed between RI, EI, and gestational length (weeks) and preterm birth (PTB). For example, moving from the lowest to the highest quintile of RI was associated with a 1.11 (1.07, 1.15) and 1.16 (1.10, 1.22) increase in odds of PTB among NHB and NHW women, respectively. Moving from the lowest to the highest quintile of EI was associated with a 1.07 (1.02, 1.12) and 1.03 (1.00, 1.05) increase in odds of PTB among NHB and NHW women, respectively. This work provides three tools (RI, EI, and the local correlation measure) to researchers and policymakers interested in how residential isolation shapes disparate outcomes. MDPI 2021-09-06 /pmc/articles/PMC8430965/ /pubmed/34501973 http://dx.doi.org/10.3390/ijerph18179384 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bravo, Mercedes A.
Leong, Man Chong
Gelfand, Alan E.
Miranda, Marie Lynn
Assessing Disparity Using Measures of Racial and Educational Isolation
title Assessing Disparity Using Measures of Racial and Educational Isolation
title_full Assessing Disparity Using Measures of Racial and Educational Isolation
title_fullStr Assessing Disparity Using Measures of Racial and Educational Isolation
title_full_unstemmed Assessing Disparity Using Measures of Racial and Educational Isolation
title_short Assessing Disparity Using Measures of Racial and Educational Isolation
title_sort assessing disparity using measures of racial and educational isolation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8430965/
https://www.ncbi.nlm.nih.gov/pubmed/34501973
http://dx.doi.org/10.3390/ijerph18179384
work_keys_str_mv AT bravomercedesa assessingdisparityusingmeasuresofracialandeducationalisolation
AT leongmanchong assessingdisparityusingmeasuresofracialandeducationalisolation
AT gelfandalane assessingdisparityusingmeasuresofracialandeducationalisolation
AT mirandamarielynn assessingdisparityusingmeasuresofracialandeducationalisolation