Cargando…
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...
Autores principales: | , , , , , , , |
---|---|
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 |
_version_ | 1784743205052350464 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9265402 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT schroederkrista theintersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT dumencilevent theintersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT sarwerdavidb theintersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT nolljennieg theintersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT henrykevina theintersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT sugliashakiraf theintersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT forkechristinem theintersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT wheelerdavidc theintersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT schroederkrista intersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT dumencilevent intersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT sarwerdavidb intersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT nolljennieg intersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT henrykevina intersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT sugliashakiraf intersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT forkechristinem intersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex AT wheelerdavidc intersectionofneighborhoodenvironmentandadversechildhoodexperiencesmethodsforcreationofaneighborhoodacesindex |