Food and nutrition surveillance of Brazilian adolescents: possibilities with PeNSE data
DOI:
https://doi.org/10.33448/rsd-v10i11.19818Keywords:
Food and Nutritional Surveillance; Nutritional Assessment; Adolescent; Epidemiology.Abstract
The intensification of the Food and Nutritional Surveillance (FNS) of adolescents is essential for improving the management and production of care for this age group in Brazil. Thus, the objective of this study was to describe processes for the treatment of variables from the microdata bank of the National Adolescent Health Survey (PeNSE) and to present multivariate methods that can be used in the production of information for FNS of adolescents in Brazil from this populational survey. This is a methodological study based on sample 2 of PeNSE 2015. The main contributions are the description of aspects of PeNSE; considerations about the ethics of research with secondary data; guidance on microdata banks and preparation for analysis; the treatment of variables of interest to FNS - nutritional status, food consumption (estimate of sustainability standards and indicators); composite variables related to the eating behavior of adolescents; and the multiple analysis techniques with categorical data that can be used in association studies. It is noteworthy that the actions of food and nutrition surveillance of adolescents in Brazil can be qualified from the intensification of adequate epidemiological studies with data from PeNSE.
References
Aleksandrowicz, L., Green, R., Joy, E.J.M., Smith, P., & Haines, A. (2016). The impacts of dietary change on greenhouse gas emissions, land use, water use, and health: A systematic review. PLoS One, 11(11), 1–16.
Alves, M. A., Souza, A. M., Barufaldi, L. A., Tavares, B. M., Bloch, K. V., & de Vasconcelos, F. A. G. (2019). Dietary patterns of brazilian adolescents according to geographic region: An analysis of the study of cardiovascular risk in adolescents (ERICA). Cad Saude Publica, 35(6),1–15.
Azeredo, C. M., Rezende, L. F. M., Canella, D. S., Claro, R. M., Castro, I. R. R., Luiz, O. D. C., et al. (2015). Dietary intake of Brazilian adolescents. Public Health Nutr., 18(7), 1215–24.
Azeredo, C. M., Rezende, L. F. M., Canella, D. S., Claro, R. M., Peres, M. F. T., Luiz, O. C., et al. (2016). Food environments in schools and in the immediate vicinity are associated with unhealthy food consumption among Brazilian adolescents. Prev Med (Baltim), 88, 73–79.
Brasil. (2011). Orientações para a coleta e análise de dados antropométricos em serviços de saúde: Norma Técnica do Sistema de Vigilância Alimentar e Nutricional - SISVAN. Ministério da Saúde. https://bvsms.saude.gov.br/bvs/publicacoes/orientacoes_coleta_analise_dados_antropometricos.pdf
Brasil. (2013). Política Nacional de Alimentação e Nutrição. Ministério da Saúde. https://bvsms.saude.gov.br/bvs/publicacoes/politica_n acional_alimentacao_nutricao.pdf
Brasil. (2015). Marco de Referência da Vigilância Alimentar e Nutricional na Atenção Básica. https://bvsms.saude.gov.br/bvs/publicacoes/marc o_referencia_vigilancia_alimentar.pdf
Brasil. (2016). Resolução no 510, de 07 de abril de 2016. Conselho Nacional de Saúde. http://conselho.saude.gov.br/resolucoes/2016/Reso510.pdf
Cardoso, L. O., Alves, L. C., Castro, I. R. R., Leite, I. C., & Machado, C. J. (2011). Uso do método Grade of Membership na identificação de perfis de consumo e comportamento alimentar de adolescentes do Rio de Janeiro, Brasil. Cad. Saúde Pública, 27(2), 335-346.
Claro, R. M., Santos, M. A. S., & Oliveira-Campos, M. (2014). Imagem corporal e atitudes extremas em relação ao peso em escolares Brasileiros (PeNSE 2012). Rev Bras Epidemiol., 17(Suppl.1), 146–57.
Coutinho, L. M. S., Scazufca, M., & Menezes, P. R. (2008). Methods for estimating prevalence ratios in cross-sectional studies. Rev Saude Publica, 42(6), 992–8.
Felisbino-Mendes, M. S., De Paula, T. F., Machado, Í. E., Oliveira-Campos, & M., Malta, D. C. (2018). Analysis of sexual and reproductive health indicators of Brazilian adolescents, 2009, 2012 and 2015. Rev Bras Epidemiol., 21(Suppl 1).
Ferreira, N. L., Claro, R. M., Mingoti, S. A., & Lopes, A. C. S. (2017). Coexistence of risk behaviors for being overweight among Brazilian adolescents. Prev Med (Baltim), 100, 135–142.
Freire, M. C. M., Jordão, L. M. R., Malta, D. C., Andrade, S. S. C. A., & Peres, M. A. (2015). Socioeconomic inequalities and changes in oral health behaviors among Brazilian adolescents from 2009 to 2012. Rev Saude Publica, 49.
Freitas, L. K. P., Júnior, A. T. C., Knackfuss, M. I., & Medeiros, H. J. (2014). Obesidade em adolescentes e as políticas públicas de nutrição. Cienc e Saude Coletiva, 19(6), 1755–62.
Garzillo, J. M. F., Machado, P. P., Louzada, M. L. C., Levy, R. B., & Monteiro, C. A. (2019). Pegadas dos alimentos e das preparações culinárias consumidos no Brasil. Editora da Faculdade de Saúde Pública USP. http://www.livrosabertos.sibi.usp.br/portaldelivrosUSP/catalog/view/393/345/1602-1
Greenacre, M. (1981). Practical Correspondence Analysis. (pp. 119–146). In: Barnett, V. Looking at Multivariate Data. J. Wiley & Sons.
Grosso, G., Fresán, U., Besrastrollo, M., Marventano, S., Galvano, F., & Tavares, L. F., et al. (2020). Dietary patterns of Brazilian adolescents: results of the Brazilian National School-Based Health Survey (PeNSE). Cad Saude Publica, 17(5), 2679–90.
Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham RL. (2009). Análise Multivariada de dados. 6a ed. Bookman.
Horta, R. L., Andersen, C. S., Pinto, R. O., Horta, B. L., Oliveira-Campos, M., Andreazzi, M. A. R, et al. (2017). Health promotion in school environment in Brazil. Rev Saude Publica, 51(112).
Instituto Brasileiro de Geografia e Estatística (IBGE). (2009). Pesquisa Nacional do Escolar 2009. https://biblioteca.ibge.gov.br/index.php/biblioteca-catalogo?view=detalhes&id=281874
Instituto Brasileiro de Geografia e Estatística (IBGE). (2013). Pesquisa Nacional de Saúde do Escolar 2012. https://biblioteca.ibge.gov.br/index.php/biblioteca-catalogo?view=detalhes&id=264436
Instituto Brasileiro de Geografia e Estatística (IBGE). (2016). Pesquisa Nacional de Saúde do Escolar: 2015. https://biblioteca.ibge.gov.br/visualizacao/livros/liv97870.pdf
Instituto Brasileiro de Geografia e Estatística (IBGE) (2018). Pesquisa Nacional de Saúde do Escolar (PeNSE): Nota metodológica n. 01: Informações para utilização dos microdados Amostras 1 e 2. https://ftp.ibge.gov.br/pense/2015/microdados/Notas_Metodologicas/Nota_metodol ogica_01_utilizacao_microdados_20180514.pdf
Jordão, L. M. R., Malta, D. C., & Freire, M. C. M. (2018). Simultaneous oral health risk behaviors among adolescents: Evidence from the National School-based Student Health Survey. Rev Bras Epidemiol., 21(Suppl 1).
Louzada, M. L. C., Levy, R. B., Martins, A. P. B., Claro, R. M., Steele, E. M., & Verly, E., et al. (2017). Validating the usage of household food acquisition surveys to assess the consumption of ultra-processed foods: Evidence from Brazil. Food Policy, 72, 112–120.
Machado, Í. E., Felisbino-Mendes, M. S., Malta, D. C., Velasquez-Melendez, G., Freitas, M. I. D. F., & Andreazzi, M. A. R. (2018). Parental supervision and alcohol use among Brazilian adolescents: Analysis of data from National School-based Health Survey 2015. Rev Bras Epidemiol., 21(Suppl 1), 1–13.
Maia, E. G., Mendes, L. L., Pimenta, A. M., Levy, R. B., & Claro, R. M. (2018a). Cluster of risk and protective factors for obesity among Brazilian adolescents. Int J Public Health, 63(4), 481–90.
Maia, E. G., Silva, L. E. S., Santos, M. A. S., Barufaldi, L. A., Silva, S. U., & Claro, R. M. (2018b). Dietary patterns, sociodemographic and behavioral characteristics among Brazilian adolescents. Rev Bras Epidemiol., 21(Suppl 1).
Malta, D. C., Stopa, S. R., Santos, M. A. S., Andrade, S. S. C. A., Oliveira, M. M., Do Prado, R. R., et al. (2017a). Fatores de risco e proteção de doenças e agravos não transmissíveis em adolescentes segundo raça/cor: Pesquisa nacional de saúde do escolar. Rev Bras Epidemiol., 20(2), 247–59.
Malta, D. C., Felisbino-Mendes, M. S., Machado, Í. E., Azeredo Passos, V. M., Abreu, D. M. X., Ishitani, L. H., et al. (2017b). Risk factors related to the global burden of disease in Brazil and its federated units, 2015. Rev Bras Epidemiol., 20(1), 217–32.
Malta, D. C., Oliveira, M. M., Machado, I. E., Prado, R. R., Stopa, S. R., Crespo, C. D., et al. (2018a). Characteristics associated to a poor selfrated health in Brazilian adolescents, National Adolescent School-based Health Survey, 2015. Rev Bras Epidemiol., 21(Suppl 1).
Malta, D. C., Machado, Í. E., Felisbino-Mendes, M. S., Prado, R. R., Pinto, A. M. S., Oliveira-Campos, M., et al. (2018b). Use of psychoactive substances among Brazilian adolescents and associated factors: National School-based Health Survey, 2015. Rev Bras Epidemiol., 21(Suppl 1).
Malta, D. C., Mello, F. C. M., Prado, R. R., Nogueira De Sá, A. C. M. G., Marinho, F., Pinto, I. V., et al. (2019). Prevalence of bullying and associated factors among brazilian schoolchildren in 2015. Cienc e Saude Coletiva, 24(4), 1359–68.
Mota, J. C., Vasconcelos, A. G. G., & Assis, S. G. (2007). Análise de correspondência como estratégia para descrição do perfil da mulher vítima do parceiro atendida em serviço especializado. Ciência & Saúde Coletiva, 12(3), 799–809.
Naja, F., Hwalla, N., El Zouhbi, A., Abbas, N., Chamieh, M. C., & Nasreddine, L., et al. (2020). Changes in Environmental Footprints Associated with Dietary Intake of Lebanese Adolescents Between the Years 1997 and 2009. Sustain., 12(11).
Oliveira, M. M., Campos, M. O., Andreazzi, M. A. R., & Malta, D. C. (2017). Características da Pesquisa Nacional de Saúde do Escolar - PeNSE. Epidemiol Serv Saúde, 26(3), 605–16.
Oliveira, M. M., Andrade, S. S. C. A., Stopa, S. R., & Malta, D. C. (2018). Demand for health services or professionals among Brazilian adolescents according to the National School Health Survey 2015. Rev Bras Epidemiol., 21(Suppl 1).
Oliveira-Campos, M., Oliveira, M. M., Silva, S. U., Santos, M. A. S., Barufaldi, L. A., Oliveira, P. P. V., et al. (2018). Risk and protection factors for chronic noncommunicable diseases in adolescents in Brazilian capitals. Rev Bras Epidemiol., 21(Suppl 1).
Pinto, I. V., Barufaldi, L. A., Campos, M. O., Malta, D. C., Souto, R. M. C. V., Freitas, M. G., et al. (2018). Trends in violent situations experienced by Brazilian adolescents: National Adolescent Student Health Survey 2009, 2012, and 2015. Rev Bras Epidemiol., 21(Suppl 1).
Reis, A. A. C., Malta, D. C., & Furtado, L. A. C. (2018). Challenges for public policies aimed at adolescence and youth based on the national scholar health survey (PeNSE). Cienc e Saude Coletiva, 23(9), 2879–90.
Rezende, L. F. M., Azeredo, C. M., Silva, K. S., Claro, R. M., França-Junior, I., Peres, M. F. T, et al. (2015). The role of school environment in physical activity among brazilian adolescents. PLoS One, 10(6), 1–14.
Ribeiro-Silva, R. C., Barreto, M. L., Ramos, D., Cruz, A. A., Oliveira-Campos, M., & Malta, D. C. (2018). Asthma trend in adolescence in Brazil: Results of the National Adolescent Schoolbased Health Survey (PeNSE 2012-2015). Rev Bras Epidemiol., 21(Suppl 1).
Romeiro, J. S., Corrêa, M. M., Pazó, R., Leite, F. M. C., & Cade, N. V. (2021). Violência física e fatores associados em participantes da Pesquisa Nacional de Saúde do Escolar (PeNSE). Ciênc. saúde coletiva, 26(2), 611-624.
Silva, S. U., Barufaldi, L. A., Andrade, S. S. C. D. A., Santos, M. A. S., & Claro, R. M. (2018). Nutritional status, body image, and their association with extreme weight control behaviors among Brazilian adolescents, National Adolescent Student Health Survey 2015. Rev Bras Epidemiol., 21(Suppl 1).
Souza, M. D. F. M., Malta, D. C., França, E. B., & Barreto, M. L. (2018). Changes in health and disease in Brazil and its states in the 30 years since the unified healthcare system (SUS) was created. Ciência & Saúde Coletiva, 23(6), 1737–50.
Stopa, S. R., Szwarcwald, C. L., Oliveira, M. M., Gouvea, E. C. D. P., Vieira, M. L. F. P., Freitas, M. P. S., Sardinha, L. M. V., & Macárioet, E. M. (2020). Pesquisa Nacional de Saúde 2019: histórico, métodos e perspectivas. Epidemiologia e Serviços de Saúde, 29(5). https://doi.org/10.1590/S1679-49742020000500004.
Szwarcwald, C. L., & Damacena, G. N. (2008). Amostras complexas em inquéritos populacionais: planejamento e implicações na análise estatística dos dados. Revista Brasileira de Epidemiologia, v. 11, suppl 1. https://doi.org/10.1590/S1415-790X2008000500004.
Tavares, L. F., Castro, I. R. R., Levy, R. B., Cardoso, L. O., & Claro, R. M. (2014a). Dietary patterns of Brazilian adolescents: results of the Brazilian National School-Based Health Survey (PeNSE). Cad Saude Publica, 30(12), 2679–90.
Tavares, L. F., Castro, I. R. R., Levy, R. B., Cardoso, L. O., Passos, M. D., & Brito, F. S. B. (2014b). Validade relativa de indicadores de práticas alimentares da Pesquisa Nacional de Saúde do Escolar entre adolescentes do Rio de Janeiro, Brasil. Cad. Saúde Pública, 30(5), 1029-1041.
United Nations. (2015). Transforming our world: the 2030 agenda for sustainable development. https://www.un.org/ga/search/view_doc.asp?symbol=A/RES/70/1&Lang=E
Uzêda, J. C. O., Ribeiro-Silva, R. D. C., Silva, N. D. J., Fiaccone, R. L., Malta, D. C., & Ortelan, N. et al. (2019). Factors associated with the double burden of malnutrition among adolescents, National Adolescent School-Based Health Survey (PENSE 2009 and 2015). PLoS One, 14(6), 1–11.
Vale, D. (2020). Alimentação e nutrição de adolescentes no Brasil: notas epidemiológicas. EDUERN. Recuperado em 24 agosto, 2021, de https://drive.google.com/file/d/1fqGIuaMFXJK5HOiHP5-JAW0mc4cJQc4Z/view
Vale, D., Lyra, C. O., Santos, T. T., Souza, C. V. S., & Roncalli, A. G. (2021). Adesão à alimentação escolar por adolescentes brasileiros: determinantes individuais e do contexto escolar. Ciênc. saúde coletiva, 26(2), 637-650.
World Health Organization (WHO). (2006). WHO Child Growth Standards: Length/height-for-age, weight-for-age, weight-for-length, weight-for-height and body mass index-for-age. Methods and development. https://www.who.int/publications/i/item/924154693X
World Health Organization (WHO). (2010). A conceptual framework for action on the social determinants of health. https://www.who.int/sdhconference/resources/ConceptualframeworkforactiononSDH_eng.pdf
World Health Organization (WHO). (2011). Declaração Política do Rio sobre Determinantes Sociais da Saúde. https://www.who.int/sdhconference/declaration/Rio_political_declaration_portuguese.pdf
World Health Organization (WHO). (2016). WHO AnthroPlus https://www.who.int/tools/growth-reference-data-for-5to19-years/application-tools
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Copyright (c) 2021 Diôgo Vale; Maria Eduarda da Costa Andrade; Natalie Marinho Dantas; Clélia de Oliveira Lyra; Larissa Mont’Alverne Jucá Seabra; Angelo Giuseppe Roncalli
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