Sampling plan of the Brazilian National Survey on Child Nutrition (ENANI-2019): a population-based household survey
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Cadernos de Saúde Pública |
Texto Completo: | https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7814 |
Resumo: | The article describes methodological aspects in defining the study population, sampling plan, and sample weigthing and calibration of effective sample of the Brazilian National Survey on Child Nutrition (ENANI-2019). This population-based household survey assessed breastfeeding and dietary intake, anthropometric assessment of nutritional status, and micronutrient deficiencies by blood biomarkers in children under five years of age. The data were obtained with a probability sample, with stratification by the five geographic regions in the country and clustering by census enumeration areas (CEAs). The sample was calculated at 15,000 households distributed in 1,500 CEAs, with 300 allocated in each of Brazil’s five major geographic regions and 10 eligible households per CEA, sampled using inverse sampling. The required population parameters were thus estimated to reach the study’s objectives. The basic sampling design weights were calculated as the inverse probabilities of the households’ inclusion in the study. Imputation was used to compensate for non-response to items in the target variables, except for data on the blood biomarkers. Finally, calibration used population totals of children in 60 post-strata, defined by cross-classification of the following variables: major geographic region, sex, and age. The final sample included 14,558 children residing in 12,524 households, distributed in 1,382 CEAs in the 26 states of Brazil and the Federal District. The data from the ENANI-2019 survey will support strategies for the promotion and implementation of public policies for children under five years of age. |
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Sampling plan of the Brazilian National Survey on Child Nutrition (ENANI-2019): a population-based household surveyInfantPreschool ChildStatistical ModelsSampling StudiesMethodsThe article describes methodological aspects in defining the study population, sampling plan, and sample weigthing and calibration of effective sample of the Brazilian National Survey on Child Nutrition (ENANI-2019). This population-based household survey assessed breastfeeding and dietary intake, anthropometric assessment of nutritional status, and micronutrient deficiencies by blood biomarkers in children under five years of age. The data were obtained with a probability sample, with stratification by the five geographic regions in the country and clustering by census enumeration areas (CEAs). The sample was calculated at 15,000 households distributed in 1,500 CEAs, with 300 allocated in each of Brazil’s five major geographic regions and 10 eligible households per CEA, sampled using inverse sampling. The required population parameters were thus estimated to reach the study’s objectives. The basic sampling design weights were calculated as the inverse probabilities of the households’ inclusion in the study. Imputation was used to compensate for non-response to items in the target variables, except for data on the blood biomarkers. Finally, calibration used population totals of children in 60 post-strata, defined by cross-classification of the following variables: major geographic region, sex, and age. The final sample included 14,558 children residing in 12,524 households, distributed in 1,382 CEAs in the 26 states of Brazil and the Federal District. The data from the ENANI-2019 survey will support strategies for the promotion and implementation of public policies for children under five years of age.El objetivo de este artículo es describir aspectos metodológicos referentes a definición de la población de la investigación, plan de muestreo, ponderación de la muestra y muestra efectiva del Estudio Nacional de Alimentación y Nutrición Infantil (ENANI-2019). Se trata de una encuesta poblacional de base domiciliaria, que realizó una evaluación de la lactancia materna y de consumo alimentario, así como una evaluación antropométrica del estado nutricional y de las deficiencias de micronutrientes, mediante análisis de biomarcadores sanguíneos en niños menores de cinco años de edad. Sus datos se obtuvieron mediante una muestra probabilística domiciliaria, con estratificación geográfica por macrorregión y conglomerados por sectores censitarios. La muestra se circunscribió a 15.000 domicilios, distribuidos en 1.500 sectores censitarios, encontrándose 300 en cada macrorregión, junto 10 domicilios elegibles por sector, a través de un muestreo inverso. De esta forma, se estimaron los parámetros poblacionales requeridos para alcanzar los objetivos del estudio. Los pesos básicos de las muestras del diseño se calcularon como inversos a las probabilidades de inclusión de los domicilios en la investigación. Para compensar la no respuesta de ítems de las variables investigadas se usó la imputación, con excepción de los datos con biomarcadores sanguíneos. La calibración empleó totales poblacionales de niños para los 60 post estratos, definidos mediante el cruce de las variables macrorregión, sexo y edad. La muestra final comprendió 14.558 niños, residentes en 12.524 domicilios, distribuidos en 1.382 sectores censitarios dentro de las 27 Unidades de la Federación. Los datos del ENANI-2019 podrán apoyar estrategias de promoción e implementación de políticas públicas para niños menores de cinco años.O objetivo deste artigo é descrever aspectos metodológicos referentes à definição da população da pesquisa, plano amostral, ponderação e calibração da amostra efetiva do Estudo Nacional de Alimentação e Nutrição Infantil (ENANI-2019). Trata-se de um inquérito populacional de base domiciliar que realizou avaliação do aleitamento materno e de consumo alimentar, avaliação antropométrica do estado nutricional, e avaliação das deficiências de micronutrientes mediante análise de biomarcadores sanguíneos em crianças menores de 5 anos de idade. Seus dados foram obtidos por meio de uma amostra probabilística domiciliar, com estratificação geográfica por macrorregião e conglomeração por setores censitários. A amostra foi dimensionada em 15.000 domicílios, distribuídos em 1.500 setores censitários, sendo 300 em cada macrorregião e 10 domicílios elegíveis por setor, através de amostragem inversa. Assim, estimaram-se os parâmetros populacionais requeridos para atingir os objetivos do estudo. Os pesos amostrais básicos do desenho foram calculados como inversos das probabilidades de inclusão dos domicílios na pesquisa. Para compensar a não resposta de itens das variáveis pesquisadas foi usada imputação, com exceção para os dados de biomarcadores sanguíneos. A calibração empregou totais populacionais de crianças para 60 pós-estratos definidos por cruzamento das variáveis macrorregião, sexo e idade. A amostra final compreendeu 14.558 crianças, residentes em 12.524 domicílios, distribuídos em 1.382 setores censitários nas 27 Unidades da Federação. Os dados do ENANI-2019 poderão subsidiar estratégias de promoção e implementação de políticas públicas para crianças menores de 5 anos.Reports in Public HealthCadernos de Saúde Pública2021-08-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlapplication/pdfhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7814Reports in Public Health; Vol. 37 No. 8 (2021): AugustCadernos de Saúde Pública; v. 37 n. 8 (2021): Agosto1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZenghttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7814/17480https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7814/17481Maurício Teixeira Leite de VasconcellosPedro Luis do Nascimento SilvaInês Rugani Ribeiro de CastroCristiano Siqueira BoccoliniNadya Helena Alves-SantosGilberto Kacinfo:eu-repo/semantics/openAccess2024-03-06T15:30:12Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/7814Revistahttps://cadernos.ensp.fiocruz.br/ojs/index.php/csphttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/oaicadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br1678-44640102-311Xopendoar:2024-03-06T13:08:58.813265Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true |
dc.title.none.fl_str_mv |
Sampling plan of the Brazilian National Survey on Child Nutrition (ENANI-2019): a population-based household survey |
title |
Sampling plan of the Brazilian National Survey on Child Nutrition (ENANI-2019): a population-based household survey |
spellingShingle |
Sampling plan of the Brazilian National Survey on Child Nutrition (ENANI-2019): a population-based household survey Maurício Teixeira Leite de Vasconcellos Infant Preschool Child Statistical Models Sampling Studies Methods |
title_short |
Sampling plan of the Brazilian National Survey on Child Nutrition (ENANI-2019): a population-based household survey |
title_full |
Sampling plan of the Brazilian National Survey on Child Nutrition (ENANI-2019): a population-based household survey |
title_fullStr |
Sampling plan of the Brazilian National Survey on Child Nutrition (ENANI-2019): a population-based household survey |
title_full_unstemmed |
Sampling plan of the Brazilian National Survey on Child Nutrition (ENANI-2019): a population-based household survey |
title_sort |
Sampling plan of the Brazilian National Survey on Child Nutrition (ENANI-2019): a population-based household survey |
author |
Maurício Teixeira Leite de Vasconcellos |
author_facet |
Maurício Teixeira Leite de Vasconcellos Pedro Luis do Nascimento Silva Inês Rugani Ribeiro de Castro Cristiano Siqueira Boccolini Nadya Helena Alves-Santos Gilberto Kac |
author_role |
author |
author2 |
Pedro Luis do Nascimento Silva Inês Rugani Ribeiro de Castro Cristiano Siqueira Boccolini Nadya Helena Alves-Santos Gilberto Kac |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Maurício Teixeira Leite de Vasconcellos Pedro Luis do Nascimento Silva Inês Rugani Ribeiro de Castro Cristiano Siqueira Boccolini Nadya Helena Alves-Santos Gilberto Kac |
dc.subject.por.fl_str_mv |
Infant Preschool Child Statistical Models Sampling Studies Methods |
topic |
Infant Preschool Child Statistical Models Sampling Studies Methods |
description |
The article describes methodological aspects in defining the study population, sampling plan, and sample weigthing and calibration of effective sample of the Brazilian National Survey on Child Nutrition (ENANI-2019). This population-based household survey assessed breastfeeding and dietary intake, anthropometric assessment of nutritional status, and micronutrient deficiencies by blood biomarkers in children under five years of age. The data were obtained with a probability sample, with stratification by the five geographic regions in the country and clustering by census enumeration areas (CEAs). The sample was calculated at 15,000 households distributed in 1,500 CEAs, with 300 allocated in each of Brazil’s five major geographic regions and 10 eligible households per CEA, sampled using inverse sampling. The required population parameters were thus estimated to reach the study’s objectives. The basic sampling design weights were calculated as the inverse probabilities of the households’ inclusion in the study. Imputation was used to compensate for non-response to items in the target variables, except for data on the blood biomarkers. Finally, calibration used population totals of children in 60 post-strata, defined by cross-classification of the following variables: major geographic region, sex, and age. The final sample included 14,558 children residing in 12,524 households, distributed in 1,382 CEAs in the 26 states of Brazil and the Federal District. The data from the ENANI-2019 survey will support strategies for the promotion and implementation of public policies for children under five years of age. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-08-30 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7814 |
url |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7814 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7814/17480 https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7814/17481 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html application/pdf |
dc.publisher.none.fl_str_mv |
Reports in Public Health Cadernos de Saúde Pública |
publisher.none.fl_str_mv |
Reports in Public Health Cadernos de Saúde Pública |
dc.source.none.fl_str_mv |
Reports in Public Health; Vol. 37 No. 8 (2021): August Cadernos de Saúde Pública; v. 37 n. 8 (2021): Agosto 1678-4464 0102-311X reponame:Cadernos de Saúde Pública instname:Fundação Oswaldo Cruz (FIOCRUZ) instacron:FIOCRUZ |
instname_str |
Fundação Oswaldo Cruz (FIOCRUZ) |
instacron_str |
FIOCRUZ |
institution |
FIOCRUZ |
reponame_str |
Cadernos de Saúde Pública |
collection |
Cadernos de Saúde Pública |
repository.name.fl_str_mv |
Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ) |
repository.mail.fl_str_mv |
cadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br |
_version_ |
1816705384040103936 |