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Incorporating Systems Science Principles into the Development of Obesity Prevention Interventions: Principles, Benefits, and Challenges
Systems modeling represents an innovative approach for addressing the obesity epidemic at the community level. We developed an agent-based model of the Baltimore City food environment that permits us to assess the relative impact of different programs and policies, alone and in combination, and pote...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4452216/ https://www.ncbi.nlm.nih.gov/pubmed/26069864 http://dx.doi.org/10.1007/s13679-015-0147-x |
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author | Gittelsohn, Joel Mui, Yeeli Adam, Atif Lin, Sen Kharmats, Anna Igusa, Takeru Lee, Bruce Y. |
author_facet | Gittelsohn, Joel Mui, Yeeli Adam, Atif Lin, Sen Kharmats, Anna Igusa, Takeru Lee, Bruce Y. |
author_sort | Gittelsohn, Joel |
collection | PubMed |
description | Systems modeling represents an innovative approach for addressing the obesity epidemic at the community level. We developed an agent-based model of the Baltimore City food environment that permits us to assess the relative impact of different programs and policies, alone and in combination, and potential unexpected consequences. Based on this experience, and a review of literature, we have identified a set of principles, potential benefits, and challenges. Some of the key principles include the importance of early and multilevel engagement with the community prior to initiating model development and continued engagement and testing with community stakeholders. Important benefits include improving community stakeholder understanding of the system, testing of interventions before implementation, and identification of unexpected consequences. Challenges in these models include deciding on the most important, yet parsimonious factors to consider, how to model food source and food selection behavior in a realistic yet transferable manner, and identifying the appropriate outcomes and limitations of the model. |
format | Online Article Text |
id | pubmed-4452216 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-44522162015-06-09 Incorporating Systems Science Principles into the Development of Obesity Prevention Interventions: Principles, Benefits, and Challenges Gittelsohn, Joel Mui, Yeeli Adam, Atif Lin, Sen Kharmats, Anna Igusa, Takeru Lee, Bruce Y. Curr Obes Rep Obesity Prevention (A Must, Section Editor) Systems modeling represents an innovative approach for addressing the obesity epidemic at the community level. We developed an agent-based model of the Baltimore City food environment that permits us to assess the relative impact of different programs and policies, alone and in combination, and potential unexpected consequences. Based on this experience, and a review of literature, we have identified a set of principles, potential benefits, and challenges. Some of the key principles include the importance of early and multilevel engagement with the community prior to initiating model development and continued engagement and testing with community stakeholders. Important benefits include improving community stakeholder understanding of the system, testing of interventions before implementation, and identification of unexpected consequences. Challenges in these models include deciding on the most important, yet parsimonious factors to consider, how to model food source and food selection behavior in a realistic yet transferable manner, and identifying the appropriate outcomes and limitations of the model. Springer US 2015-04-09 2015 /pmc/articles/PMC4452216/ /pubmed/26069864 http://dx.doi.org/10.1007/s13679-015-0147-x Text en © The Author(s) 2015 https://creativecommons.org/licenses/by/4.0/ Open Access This article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. |
spellingShingle | Obesity Prevention (A Must, Section Editor) Gittelsohn, Joel Mui, Yeeli Adam, Atif Lin, Sen Kharmats, Anna Igusa, Takeru Lee, Bruce Y. Incorporating Systems Science Principles into the Development of Obesity Prevention Interventions: Principles, Benefits, and Challenges |
title | Incorporating Systems Science Principles into the Development of Obesity Prevention Interventions: Principles, Benefits, and Challenges |
title_full | Incorporating Systems Science Principles into the Development of Obesity Prevention Interventions: Principles, Benefits, and Challenges |
title_fullStr | Incorporating Systems Science Principles into the Development of Obesity Prevention Interventions: Principles, Benefits, and Challenges |
title_full_unstemmed | Incorporating Systems Science Principles into the Development of Obesity Prevention Interventions: Principles, Benefits, and Challenges |
title_short | Incorporating Systems Science Principles into the Development of Obesity Prevention Interventions: Principles, Benefits, and Challenges |
title_sort | incorporating systems science principles into the development of obesity prevention interventions: principles, benefits, and challenges |
topic | Obesity Prevention (A Must, Section Editor) |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4452216/ https://www.ncbi.nlm.nih.gov/pubmed/26069864 http://dx.doi.org/10.1007/s13679-015-0147-x |
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