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Construction of the Ohio Children's Opportunity Index
OBJECTIVE: To describe the development of an area-level measure of children's opportunity, the Ohio Children's Opportunity Index (OCOI). DATA SOURCES/STUDY SETTING: Secondary data were collected from US census based-American Community Survey (ACS), US Environmental Protection Agency, US Ho...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9356199/ https://www.ncbi.nlm.nih.gov/pubmed/35942261 http://dx.doi.org/10.3389/fpubh.2022.734105 |
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author | Fareed, Naleef Singh, Priti Jonnalagadda, Pallavi Swoboda, Christine Odden, Colin Doogan, Nathan |
author_facet | Fareed, Naleef Singh, Priti Jonnalagadda, Pallavi Swoboda, Christine Odden, Colin Doogan, Nathan |
author_sort | Fareed, Naleef |
collection | PubMed |
description | OBJECTIVE: To describe the development of an area-level measure of children's opportunity, the Ohio Children's Opportunity Index (OCOI). DATA SOURCES/STUDY SETTING: Secondary data were collected from US census based-American Community Survey (ACS), US Environmental Protection Agency, US Housing and Urban Development, Ohio Vital Statistics, US Department of Agriculture-Economic Research Service, Ohio State University Center for Urban and Regional Analysis, Ohio Incident Based Reporting System, IPUMS National Historical Geographic Information System, and Ohio Department of Medicaid. Data were aggregated to census tracts across two time periods. STUDY DESIGN: OCOI domains were selected based on existing literature, which included family stability, infant health, children's health, access, education, housing, environment, and criminal justice domains. The composite index was developed using an equal weighting approach. Validation analyses were conducted between OCOI and health and race-related outcomes, and a national index. PRINCIPAL FINDINGS: Composite OCOI scores ranged from 0–100 with an average value of 74.82 (SD, 17.00). Census tracts in the major metropolitan cities across Ohio represented 76% of the total census tracts in the least advantaged OCOI septile. OCOI served as a significant predictor of health and race-related outcomes. Specifically, the average life expectancy at birth of children born in the most advantaged septile was approximately 9 years more than those born in least advantaged septile. Increases in OCOI were associated with decreases in proportion of Black (48 points lower in the most advantaged vs. least advantaged septile), p < 0.001) and Minority populations (54 points lower in most advantaged vs. least advantaged septile, p < 0.001). We found R-squared values > 0.50 between the OCOI and the national Child Opportunity Index scores. Temporally, OCOI decreased by 1% between the two study periods, explained mainly by decreases in the children health, accessibility and environmental domains. CONCLUSION: As the first opportunity index developed for children in Ohio, the OCOI is a valuable resource for policy reform, especially related to health disparities and health equity. Health care providers will be able to use it to obtain holistic views on their patients and implement interventions that can tackle barriers to childhood development using a more tailored approach. |
format | Online Article Text |
id | pubmed-9356199 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93561992022-08-07 Construction of the Ohio Children's Opportunity Index Fareed, Naleef Singh, Priti Jonnalagadda, Pallavi Swoboda, Christine Odden, Colin Doogan, Nathan Front Public Health Public Health OBJECTIVE: To describe the development of an area-level measure of children's opportunity, the Ohio Children's Opportunity Index (OCOI). DATA SOURCES/STUDY SETTING: Secondary data were collected from US census based-American Community Survey (ACS), US Environmental Protection Agency, US Housing and Urban Development, Ohio Vital Statistics, US Department of Agriculture-Economic Research Service, Ohio State University Center for Urban and Regional Analysis, Ohio Incident Based Reporting System, IPUMS National Historical Geographic Information System, and Ohio Department of Medicaid. Data were aggregated to census tracts across two time periods. STUDY DESIGN: OCOI domains were selected based on existing literature, which included family stability, infant health, children's health, access, education, housing, environment, and criminal justice domains. The composite index was developed using an equal weighting approach. Validation analyses were conducted between OCOI and health and race-related outcomes, and a national index. PRINCIPAL FINDINGS: Composite OCOI scores ranged from 0–100 with an average value of 74.82 (SD, 17.00). Census tracts in the major metropolitan cities across Ohio represented 76% of the total census tracts in the least advantaged OCOI septile. OCOI served as a significant predictor of health and race-related outcomes. Specifically, the average life expectancy at birth of children born in the most advantaged septile was approximately 9 years more than those born in least advantaged septile. Increases in OCOI were associated with decreases in proportion of Black (48 points lower in the most advantaged vs. least advantaged septile), p < 0.001) and Minority populations (54 points lower in most advantaged vs. least advantaged septile, p < 0.001). We found R-squared values > 0.50 between the OCOI and the national Child Opportunity Index scores. Temporally, OCOI decreased by 1% between the two study periods, explained mainly by decreases in the children health, accessibility and environmental domains. CONCLUSION: As the first opportunity index developed for children in Ohio, the OCOI is a valuable resource for policy reform, especially related to health disparities and health equity. Health care providers will be able to use it to obtain holistic views on their patients and implement interventions that can tackle barriers to childhood development using a more tailored approach. Frontiers Media S.A. 2022-07-22 /pmc/articles/PMC9356199/ /pubmed/35942261 http://dx.doi.org/10.3389/fpubh.2022.734105 Text en Copyright © 2022 Fareed, Singh, Jonnalagadda, Swoboda, Odden and Doogan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Fareed, Naleef Singh, Priti Jonnalagadda, Pallavi Swoboda, Christine Odden, Colin Doogan, Nathan Construction of the Ohio Children's Opportunity Index |
title | Construction of the Ohio Children's Opportunity Index |
title_full | Construction of the Ohio Children's Opportunity Index |
title_fullStr | Construction of the Ohio Children's Opportunity Index |
title_full_unstemmed | Construction of the Ohio Children's Opportunity Index |
title_short | Construction of the Ohio Children's Opportunity Index |
title_sort | construction of the ohio children's opportunity index |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9356199/ https://www.ncbi.nlm.nih.gov/pubmed/35942261 http://dx.doi.org/10.3389/fpubh.2022.734105 |
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