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Using an agent-based model to simulate children’s active travel to school

BACKGROUND: Despite the multiple advantages of active travel to school, only a small percentage of US children and adolescents walk or bicycle to school. Intervention studies are in a relatively early stage and evidence of their effectiveness over long periods is limited. The purpose of this study w...

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Autores principales: Yang, Yong, Diez-Roux, Ana V
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3668894/
https://www.ncbi.nlm.nih.gov/pubmed/23705953
http://dx.doi.org/10.1186/1479-5868-10-67
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author Yang, Yong
Diez-Roux, Ana V
author_facet Yang, Yong
Diez-Roux, Ana V
author_sort Yang, Yong
collection PubMed
description BACKGROUND: Despite the multiple advantages of active travel to school, only a small percentage of US children and adolescents walk or bicycle to school. Intervention studies are in a relatively early stage and evidence of their effectiveness over long periods is limited. The purpose of this study was to illustrate the utility of agent-based models in exploring how various policies may influence children’s active travel to school. METHODS: An agent-based model was developed to simulate children’s school travel behavior within a hypothetical city. The model was used to explore the plausible implications of policies targeting two established barriers to active school travel: long distance to school and traffic safety. The percent of children who walk to school was compared for various scenarios. RESULTS: To maximize the percent of children who walk to school the school locations should be evenly distributed over space and children should be assigned to the closest school. In the case of interventions to improve traffic safety, targeting a smaller area around the school with greater intensity may be more effective than targeting a larger area with less intensity. CONCLUSIONS: Despite the challenges they present, agent based models are a useful complement to other analytical strategies in studying the plausible impact of various policies on active travel to school.
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spelling pubmed-36688942013-06-03 Using an agent-based model to simulate children’s active travel to school Yang, Yong Diez-Roux, Ana V Int J Behav Nutr Phys Act Research BACKGROUND: Despite the multiple advantages of active travel to school, only a small percentage of US children and adolescents walk or bicycle to school. Intervention studies are in a relatively early stage and evidence of their effectiveness over long periods is limited. The purpose of this study was to illustrate the utility of agent-based models in exploring how various policies may influence children’s active travel to school. METHODS: An agent-based model was developed to simulate children’s school travel behavior within a hypothetical city. The model was used to explore the plausible implications of policies targeting two established barriers to active school travel: long distance to school and traffic safety. The percent of children who walk to school was compared for various scenarios. RESULTS: To maximize the percent of children who walk to school the school locations should be evenly distributed over space and children should be assigned to the closest school. In the case of interventions to improve traffic safety, targeting a smaller area around the school with greater intensity may be more effective than targeting a larger area with less intensity. CONCLUSIONS: Despite the challenges they present, agent based models are a useful complement to other analytical strategies in studying the plausible impact of various policies on active travel to school. BioMed Central 2013-05-26 /pmc/articles/PMC3668894/ /pubmed/23705953 http://dx.doi.org/10.1186/1479-5868-10-67 Text en Copyright © 2013 Yang and Diez-Roux; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Yang, Yong
Diez-Roux, Ana V
Using an agent-based model to simulate children’s active travel to school
title Using an agent-based model to simulate children’s active travel to school
title_full Using an agent-based model to simulate children’s active travel to school
title_fullStr Using an agent-based model to simulate children’s active travel to school
title_full_unstemmed Using an agent-based model to simulate children’s active travel to school
title_short Using an agent-based model to simulate children’s active travel to school
title_sort using an agent-based model to simulate children’s active travel to school
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3668894/
https://www.ncbi.nlm.nih.gov/pubmed/23705953
http://dx.doi.org/10.1186/1479-5868-10-67
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