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Combating Obesity through Healthy Eating Behavior: A Call for System Dynamics Optimization

Poor eating behavior has been identified as one of the core contributory factors of the childhood obesity epidemic. The consequences of obesity on numerous aspects of life are thoroughly explored in the existing literature. For instance, evidence shows that obesity is linked to incidences of disease...

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Autores principales: Zainal Abidin, Norhaslinda, Mamat, Mustafa, Dangerfield, Brian, Zulkepli, Jafri Haji, Baten, Md. Azizul, Wibowo, Antoni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4266604/
https://www.ncbi.nlm.nih.gov/pubmed/25502170
http://dx.doi.org/10.1371/journal.pone.0114135
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author Zainal Abidin, Norhaslinda
Mamat, Mustafa
Dangerfield, Brian
Zulkepli, Jafri Haji
Baten, Md. Azizul
Wibowo, Antoni
author_facet Zainal Abidin, Norhaslinda
Mamat, Mustafa
Dangerfield, Brian
Zulkepli, Jafri Haji
Baten, Md. Azizul
Wibowo, Antoni
author_sort Zainal Abidin, Norhaslinda
collection PubMed
description Poor eating behavior has been identified as one of the core contributory factors of the childhood obesity epidemic. The consequences of obesity on numerous aspects of life are thoroughly explored in the existing literature. For instance, evidence shows that obesity is linked to incidences of diseases such as heart disease, type-2 diabetes, and some cancers, as well as psychosocial problems. To respond to the increasing trends in the UK, in 2008 the government set a target to reverse the prevalence of obesity (POB) back to 2000 levels by 2020. This paper will outline the application of system dynamics (SD) optimization to simulate the effect of changes in the eating behavior of British children (aged 2 to 15 years) on weight and obesity. This study also will identify how long it will take to achieve the government’s target. This paper proposed a simulation model called Intervention Childhood Obesity Dynamics (ICOD) by focusing the interrelations between various strands of knowledge in one complex human weight regulation system. The model offers distinct insights into the dynamics by capturing the complex interdependencies from the causal loop and feedback structure, with the intention to better understand how eating behaviors influence children’s weight, body mass index (BMI), and POB measurement. This study proposed a set of equations that are revised from the original (baseline) equations. The new functions are constructed using a RAMP function of linear decrement in portion size and number of meal variables from 2013 until 2020 in order to achieve the 2020 desired target. Findings from the optimization analysis revealed that the 2020 target won’t be achieved until 2026 at the earliest, six years late. Thus, the model suggested that a longer period may be needed to significantly reduce obesity in this population.
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spelling pubmed-42666042014-12-26 Combating Obesity through Healthy Eating Behavior: A Call for System Dynamics Optimization Zainal Abidin, Norhaslinda Mamat, Mustafa Dangerfield, Brian Zulkepli, Jafri Haji Baten, Md. Azizul Wibowo, Antoni PLoS One Research Article Poor eating behavior has been identified as one of the core contributory factors of the childhood obesity epidemic. The consequences of obesity on numerous aspects of life are thoroughly explored in the existing literature. For instance, evidence shows that obesity is linked to incidences of diseases such as heart disease, type-2 diabetes, and some cancers, as well as psychosocial problems. To respond to the increasing trends in the UK, in 2008 the government set a target to reverse the prevalence of obesity (POB) back to 2000 levels by 2020. This paper will outline the application of system dynamics (SD) optimization to simulate the effect of changes in the eating behavior of British children (aged 2 to 15 years) on weight and obesity. This study also will identify how long it will take to achieve the government’s target. This paper proposed a simulation model called Intervention Childhood Obesity Dynamics (ICOD) by focusing the interrelations between various strands of knowledge in one complex human weight regulation system. The model offers distinct insights into the dynamics by capturing the complex interdependencies from the causal loop and feedback structure, with the intention to better understand how eating behaviors influence children’s weight, body mass index (BMI), and POB measurement. This study proposed a set of equations that are revised from the original (baseline) equations. The new functions are constructed using a RAMP function of linear decrement in portion size and number of meal variables from 2013 until 2020 in order to achieve the 2020 desired target. Findings from the optimization analysis revealed that the 2020 target won’t be achieved until 2026 at the earliest, six years late. Thus, the model suggested that a longer period may be needed to significantly reduce obesity in this population. Public Library of Science 2014-12-15 /pmc/articles/PMC4266604/ /pubmed/25502170 http://dx.doi.org/10.1371/journal.pone.0114135 Text en © 2014 Zainal Abidin et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Zainal Abidin, Norhaslinda
Mamat, Mustafa
Dangerfield, Brian
Zulkepli, Jafri Haji
Baten, Md. Azizul
Wibowo, Antoni
Combating Obesity through Healthy Eating Behavior: A Call for System Dynamics Optimization
title Combating Obesity through Healthy Eating Behavior: A Call for System Dynamics Optimization
title_full Combating Obesity through Healthy Eating Behavior: A Call for System Dynamics Optimization
title_fullStr Combating Obesity through Healthy Eating Behavior: A Call for System Dynamics Optimization
title_full_unstemmed Combating Obesity through Healthy Eating Behavior: A Call for System Dynamics Optimization
title_short Combating Obesity through Healthy Eating Behavior: A Call for System Dynamics Optimization
title_sort combating obesity through healthy eating behavior: a call for system dynamics optimization
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4266604/
https://www.ncbi.nlm.nih.gov/pubmed/25502170
http://dx.doi.org/10.1371/journal.pone.0114135
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