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      The potential epidemiologic, clinical, and economic impact of requiring schools to offer Physical Education (PE) classes in Mexico City

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          Abstract

          Background

          Many schools have been cutting physical education (PE) classes due to budget constraints, which raises the question of whether policymakers should require schools to offer PE classes. Evidence suggests that PE classes can help address rising physical inactivity and obesity prevalence. However, it would be helpful to determine if requiring PE is cost-effective.

          Methods

          We developed an agent-based model of youth in Mexico City and the impact of all schools offering PE classes on changes in weight, weight-associated health conditions and the corresponding direct and indirect costs over their lifetime.

          Results

          If schools offer PE without meeting guidelines and instead followed currently observed class length and time active during class, overweight and obesity prevalence decreased by 1.3% (95% CI: 1.0%-1.6%) and was cost-effective from the third-party payer and societal perspectives ($5,058 per disability-adjusted life year [DALY] averted and $5,786/DALY averted, respectively, assuming PE cost $50.3 million). When all schools offered PE classes meeting international guidelines for PE classes, overweight and obesity prevalence decreased by 3.9% (95% CI: 3.7%-4.3%) in the cohort at the end of five years compared to no PE. Long-term, this averted 3,183 and 1,081 obesity-related health conditions and deaths, respectively and averted ≥$31.5 million in direct medical costs and ≥$39.7 million in societal costs, assuming PE classes cost ≤$50.3 million over the five-year period. PE classes could cost up to $185.5 million and $89.9 million over the course of five years and still remain cost-effective and cost saving respectively, from the societal perspective.

          Conclusion

          Requiring PE in all schools could be cost-effective when PE class costs, on average, up to $10,340 per school annually. Further, the amount of time students are active during class is a driver of PE classes’ value (e.g., it is cost saving when PE classes meet international guidelines) suggesting the need for specific recommendations.

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          Most cited references61

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          Parental Correlates of Physical Activity in Children and Early Adolescents

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            The nutrition transition in low-income countries: an emerging crisis.

            Scientists have long recognized the importance of the demographics and epidemiologic transitions in higher income countries. Only recently has it become understood that similar sets of broadly based changes are occurring in lower income countries. What has not been recognized is that concurrent changes in nutrition are also occurring, with equally important implications for resource allocation in many low-income countries. Several major changes seem to be emerging, leading to a marked shift in the structure of diet and the distribution of body composition in many regions of the world: a rapid reduction in fertility and aging of the population, rapid urbanization, the epidemiologic transition, and economic changes affecting populations in different and uneven ways. These changes vary significantly over time. In general, we find that problems of under- and overnutrition often coexist, reflecting the trend in which an increasing proportion of people consume the types of diets associated with a number of chronic diseases. This is occurring more rapidly than previously seen in higher income countries, or even in Japan and Korea. Examples from Thailand, China, and Brazil provide evidence of the changes and trends in dietary intake, physical activity, and body composition patterns.
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              Childhood and adolescent overweight and obesity in Latin America: a systematic review.

              The number of children and adolescents who are overweight or obese worldwide is alarming. We did a systematic review to estimate the prevalence of overweight and obesity in children aged 0-19 years in Latin America. We searched specialised databases and seven books for relevant studies that were done in Spanish-speaking and Portuguese-speaking Latin American and Caribbean countries and published in peer-reviewed journals between January 2008, and April 2013. Indicators used were BMI (kg/m(2)) in all age groups and weight-for-height in children younger than 5 years. We identified 692 publications and included 42. Estimated prevalence of overweight in children younger than 5 years in Latin America was 7·1% with the weight-for-height WHO 2006 classification method. National combined prevalences of overweight and obesity with the WHO 2007 classification method ranged from 18·9% to 36·9% in school-age children (5-11 years) and from 16·6% to 35·8% in adolescents (12-19 years). We estimated that 3·8 million children younger than 5 years, 22·2-25·9 million school-age children, and 16·5-21·1 million adolescents were overweight or obese. Overall, between 42·5 and 51·8 million children aged 0-19 years were affected-ie, about 20-25% of the population. Although undernutrition and obesity coexist in the region, policies in most countries favour prevention of undernutrition, and only a few countries have implemented national policies to prevent obesity. In view of the number of children who are overweight or obese, the associated detrimental effects on health, and the cost to health-care systems, implementation of programmes to monitor and prevent unhealthy weight gain in children and adolescents are urgently needed throughout Latin America. Copyright © 2014 Elsevier Ltd. All rights reserved.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Project administrationRole: SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Formal analysisRole: InvestigationRole: MethodologyRole: Project administrationRole: SupervisionRole: ValidationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Formal analysisRole: MethodologyRole: ValidationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Formal analysisRole: InvestigationRole: MethodologyRole: SupervisionRole: ValidationRole: Writing – original draftRole: Writing – review & editing
                Role: Formal analysisRole: SoftwareRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: MethodologyRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: MethodologyRole: SoftwareRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: SoftwareRole: ValidationRole: VisualizationRole: Writing – review & editing
                Role: InvestigationRole: Project administrationRole: SupervisionRole: Writing – original draftRole: Writing – review & editing
                Role: Formal analysisRole: SoftwareRole: SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Formal analysisRole: SoftwareRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: InvestigationRole: ValidationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Formal analysisRole: MethodologyRole: ValidationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: InvestigationRole: SupervisionRole: ValidationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Project administrationRole: SupervisionRole: ValidationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: SoftwareRole: SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                6 May 2022
                2022
                : 17
                : 5
                : e0268118
                Affiliations
                [1 ] Public Health Informatics, Computational, and Operations Research (PHICOR), CUNY Graduate School of Public Health and Health Policy, New York City, NY, United States of America
                [2 ] Center for Advanced Technology and Communication in Health (CATCH), CUNY Graduate School of Public Health and Health Policy, New York City, NY, United States of America
                [3 ] Department of Mathematics, United States Military Academy West Point, West Point, NY, United States of America
                [4 ] Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD, United States of America
                [5 ] Laureus Sport for Good Foundation, New York City, NY, United States of America
                Qatar University College of Education, QATAR
                Author notes

                Competing Interests: NO authors have competing interests

                Author information
                https://orcid.org/0000-0001-8715-7016
                https://orcid.org/0000-0003-2784-6279
                https://orcid.org/0000-0003-2633-8651
                Article
                PONE-D-21-00763
                10.1371/journal.pone.0268118
                9075653
                35522673
                b0f523a5-ac19-4187-a464-0636b42f94a6
                © 2022 Ferguson et al

                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 credited.

                History
                : 8 January 2021
                : 22 April 2022
                Page count
                Figures: 3, Tables: 1, Pages: 14
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/100000133, Agency for Healthcare Research and Quality;
                Award ID: R01HS023317
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000200, United States Agency for International Development;
                Award ID: AID-OAA-A-15-00064
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100009633, Eunice Kennedy Shriver National Institute of Child Health and Human Development;
                Award ID: AID-OAA-A-15-00064
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100009633, Eunice Kennedy Shriver National Institute of Child Health and Human Development;
                Award ID: 5R01HD086013-02
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000057, National Institute of General Medical Sciences;
                Award ID: R01 GM127512-01A1
                Award Recipient :
                Funded by: Laureus Sport for Good Foundation
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100006108, National Center for Advancing Translational Sciences;
                Award ID: U54TR004279
                Award Recipient :
                This work was supported in part by the Agency for Healthcare Research and Quality https://www.ahrq.gov (AHRQ; via Grant No. R01HS023317)(BYL), U.S. Agency for International Development https://www.usaid.gov (under Agreement No. AID-OAA-A-15-00064)(BYL), and the Eunice Kennedy Shriver National Institute of Child Health and Human Development https://www.nichd.nih.gov (Grant Nos. U01HD086861 and 5R01HD086013-02)(BYL), and by National Institute of General Medical Sciences https://www.nigms.nih.gov (NIGMS) via the Models of Infectious Disease Agent Study https://midasnetwork.us (MIDAS) network under grant R01GM127512 and 1 R01 GM127512-01A1 (BYL) as well as by the National Science Foundation https://www.nsf.gov proposal number 2054858 (BYL), the National Center for Advancing Translational Sciences of the National Institutes of Health https://ncats.nih.gov via award number U54TR004279 (BYL, DMT). This project was also funded by the Laureus Sport for Good Foundation or Laureus Sport for Good https://www.laureus.com/sport-for-good (BYL). Two members of the Laureus Sport for Good Foundation served as authors and assisted with the study, otherwise none of the study sponsors had any role in the study design, collection, analysis, and interpretation of data, writing the report, nor the decision to submit the report for publication. This study was approved by the Johns Hopkins Bloomberg School of Public Health IRB (#IRB #00006667). Statements in the manuscript do not necessarily represent the official views of, or imply endorsement by, the NIH, AHRQ, or HHS.
                Categories
                Research Article
                Social Sciences
                Sociology
                Education
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                Physiological Parameters
                Body Weight
                Obesity
                Social Sciences
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                Oncology
                Cancers and Neoplasms
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                Physiology
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                Medicine and Health Sciences
                Public and Occupational Health
                Physical Activity
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