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The Intersection of Neighborhood Environment and Adverse Childhood Experiences: Methods for Creation of a Neighborhood ACEs Index

This study evaluated methods for creating a neighborhood adverse childhood experiences (ACEs) index, a composite measure that captures the association between neighborhood environment characteristics (e.g., crime, healthcare access) and individual-level ACEs exposure, for a particular population. A...

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Autores principales: Schroeder, Krista, Dumenci, Levent, Sarwer, David B., Noll, Jennie G., Henry, Kevin A., Suglia, Shakira F., Forke, Christine M., Wheeler, David C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265402/
https://www.ncbi.nlm.nih.gov/pubmed/35805478
http://dx.doi.org/10.3390/ijerph19137819
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author Schroeder, Krista
Dumenci, Levent
Sarwer, David B.
Noll, Jennie G.
Henry, Kevin A.
Suglia, Shakira F.
Forke, Christine M.
Wheeler, David C.
author_facet Schroeder, Krista
Dumenci, Levent
Sarwer, David B.
Noll, Jennie G.
Henry, Kevin A.
Suglia, Shakira F.
Forke, Christine M.
Wheeler, David C.
author_sort Schroeder, Krista
collection PubMed
description This study evaluated methods for creating a neighborhood adverse childhood experiences (ACEs) index, a composite measure that captures the association between neighborhood environment characteristics (e.g., crime, healthcare access) and individual-level ACEs exposure, for a particular population. A neighborhood ACEs index can help understand and address neighborhood-level influences on health among individuals affected by ACEs. Methods entailed cross-sectional secondary analysis connecting individual-level ACEs data from the Philadelphia ACE Survey (n = 1677) with 25 spatial datasets capturing neighborhood characteristics. Four methods were tested for index creation (three methods of principal components analysis, Bayesian index regression). Resulting indexes were compared using Akaike Information Criteria for accuracy in explaining ACEs exposure. Exploratory linear regression analyses were conducted to examine associations between ACEs, the neighborhood ACEs index, and a health outcome—in this case body mass index (BMI). Results demonstrated that Bayesian index regression was the best method for index creation. The neighborhood ACEs index was associated with higher BMI, both independently and after controlling for ACEs exposure. The neighborhood ACEs index attenuated the association between BMI and ACEs. Future research can employ a neighborhood ACEs index to inform upstream, place-based interventions and policies to promote health among individuals affected by ACEs.
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spelling pubmed-92654022022-07-09 The Intersection of Neighborhood Environment and Adverse Childhood Experiences: Methods for Creation of a Neighborhood ACEs Index Schroeder, Krista Dumenci, Levent Sarwer, David B. Noll, Jennie G. Henry, Kevin A. Suglia, Shakira F. Forke, Christine M. Wheeler, David C. Int J Environ Res Public Health Article This study evaluated methods for creating a neighborhood adverse childhood experiences (ACEs) index, a composite measure that captures the association between neighborhood environment characteristics (e.g., crime, healthcare access) and individual-level ACEs exposure, for a particular population. A neighborhood ACEs index can help understand and address neighborhood-level influences on health among individuals affected by ACEs. Methods entailed cross-sectional secondary analysis connecting individual-level ACEs data from the Philadelphia ACE Survey (n = 1677) with 25 spatial datasets capturing neighborhood characteristics. Four methods were tested for index creation (three methods of principal components analysis, Bayesian index regression). Resulting indexes were compared using Akaike Information Criteria for accuracy in explaining ACEs exposure. Exploratory linear regression analyses were conducted to examine associations between ACEs, the neighborhood ACEs index, and a health outcome—in this case body mass index (BMI). Results demonstrated that Bayesian index regression was the best method for index creation. The neighborhood ACEs index was associated with higher BMI, both independently and after controlling for ACEs exposure. The neighborhood ACEs index attenuated the association between BMI and ACEs. Future research can employ a neighborhood ACEs index to inform upstream, place-based interventions and policies to promote health among individuals affected by ACEs. MDPI 2022-06-25 /pmc/articles/PMC9265402/ /pubmed/35805478 http://dx.doi.org/10.3390/ijerph19137819 Text en © 2022 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
Schroeder, Krista
Dumenci, Levent
Sarwer, David B.
Noll, Jennie G.
Henry, Kevin A.
Suglia, Shakira F.
Forke, Christine M.
Wheeler, David C.
The Intersection of Neighborhood Environment and Adverse Childhood Experiences: Methods for Creation of a Neighborhood ACEs Index
title The Intersection of Neighborhood Environment and Adverse Childhood Experiences: Methods for Creation of a Neighborhood ACEs Index
title_full The Intersection of Neighborhood Environment and Adverse Childhood Experiences: Methods for Creation of a Neighborhood ACEs Index
title_fullStr The Intersection of Neighborhood Environment and Adverse Childhood Experiences: Methods for Creation of a Neighborhood ACEs Index
title_full_unstemmed The Intersection of Neighborhood Environment and Adverse Childhood Experiences: Methods for Creation of a Neighborhood ACEs Index
title_short The Intersection of Neighborhood Environment and Adverse Childhood Experiences: Methods for Creation of a Neighborhood ACEs Index
title_sort intersection of neighborhood environment and adverse childhood experiences: methods for creation of a neighborhood aces index
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265402/
https://www.ncbi.nlm.nih.gov/pubmed/35805478
http://dx.doi.org/10.3390/ijerph19137819
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