Validity of a 2-item screening tool to identify families at risk for food insecurity in Brazil

Detalhes bibliográficos
Autor(a) principal: Ana Poblacion
Data de Publicação: 2021
Outros Autores: Ana Maria Segall-Corrêa, John Cook, Jose Augusto de Aguiar Carrazedo Taddei
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/7690
Resumo: This manuscript aimed to develop a brief 2-item screening tool to identify Brazilian households that include families with children at risk for food insecurity. Psychometric analyses including sensitivity, specificity, positive and negative predictive value, accuracy, and ROC curves were used to test combinations of questions to determine the most effective screener to assess households at risk for food insecurity when compared to a gold standard scale. Participants included Brazilian National Survey of Demography and Health on Women and Children (PNDS) surveyed households with a valid Brazilian Food Insecurity Scale (EBIA) response. The sample included 3,920 households representing 11,779,686 households when expanded using PNDS sample weights. With overall prevalence of food insecurity at 21%, a Brazilian 2-item food-insecurity screen showed sensitivity of 79.31%, specificity of 92.95%, positive predictive value of 74.62%, negative predictive value of 94.5% and ROC area 86.13%. This screen also presented high convergent validity for children’s nutrition and health variables when compared with the gold standard, the EBIA full scale. Based on its ability to detect households at risk for food insecurity, a 2-item screening tool is recommended for widespread adoption as a screening measure throughout Brazil, especially when rapid decision-making has been made fundamental, as under the COVID-19 pandemic. This screener can enable providers to accurately identify families at risk for food insecurity and promptly intervene to prevent or ameliorate adverse health and developmental consequences associated with food insecurity and swiftly respond to crises.
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spelling Validity of a 2-item screening tool to identify families at risk for food insecurity in BrazilFood SecurityHungerNutritional EpidemiologyChild DevelopmentThis manuscript aimed to develop a brief 2-item screening tool to identify Brazilian households that include families with children at risk for food insecurity. Psychometric analyses including sensitivity, specificity, positive and negative predictive value, accuracy, and ROC curves were used to test combinations of questions to determine the most effective screener to assess households at risk for food insecurity when compared to a gold standard scale. Participants included Brazilian National Survey of Demography and Health on Women and Children (PNDS) surveyed households with a valid Brazilian Food Insecurity Scale (EBIA) response. The sample included 3,920 households representing 11,779,686 households when expanded using PNDS sample weights. With overall prevalence of food insecurity at 21%, a Brazilian 2-item food-insecurity screen showed sensitivity of 79.31%, specificity of 92.95%, positive predictive value of 74.62%, negative predictive value of 94.5% and ROC area 86.13%. This screen also presented high convergent validity for children’s nutrition and health variables when compared with the gold standard, the EBIA full scale. Based on its ability to detect households at risk for food insecurity, a 2-item screening tool is recommended for widespread adoption as a screening measure throughout Brazil, especially when rapid decision-making has been made fundamental, as under the COVID-19 pandemic. This screener can enable providers to accurately identify families at risk for food insecurity and promptly intervene to prevent or ameliorate adverse health and developmental consequences associated with food insecurity and swiftly respond to crises.Este trabajo tuvo el objetivo de desarrollar un instrumento breve de 2 ítems para identificar a los hogares brasileños que incluyen a familias con niños en riesgo de inseguridad alimentaria. Los análisis psicométricos incluyendo sensibilidad, especificidad, valor predictivo positivo y negativo, precisión, y curvas ROC fueron usados para probar combinaciones de preguntas, con el fin de determinar el instrumento más efectivo para evaluar hogares en riesgo de inseguridad alimentaria, cuando se compararon con una escala de estándar de oro. Los participantes incluyeron a los hogares encuestados de la Encuesta Nacional Demográfica sobre la Salud de Mujeres y Niños (PNDS) con una respuesta válida en la Escala de Brasileña de Inseguridad Alimentaria (EBIA). La muestra incluyó 3.920 hogares, representando 11.779.686 hogares, cuando se amplió usando las ponderaciones de la muestra del PNDS. Con la prevalencia general de la inseguridad alimentaria a un 21%, el instrumento de 2 ítems brasileño sobre inseguridad alimentaria mostró una sensibilidad de un 79,31%, especificidad de un 92,95%, un valor predictivo positivo de 74,62%, un valor negativo predictivo de un 94,50% y un área ROC de 86,13%. Este instrumento también presentó una validez convergente alta para la nutrición de los niños y variables de salud, cuando se comparó la escala completa EBIA, el estándar de oro. Basada en su habilidad para detectar hogares en riesgo por inseguridad alimentaria, la herramienta de instrumento de 2 ítems está recomendada para su amplia adopción, como medida de cribado en todo Brasil, especialmente cuando la toma de decisiones rápidas se ha hecho fundamental, como ante la pandemia de COVID-19. Este método de cribado puede permitir a los proveedores de cuidados identificar con precisión a las familias en riesgo de inseguridad alimentaria e intervenir prontamente para prevenir o mejorar salud adversa y las consecuencias en el desarrollo, relacionadas con la inseguridad alimentaria, así como responder con prontitud a las crisis.O estudo teve como objetivo desenvolver um instrumento de triagem breve com dois itens para identificar famílias brasileiras com filhos em risco de insegurança alimentar. Foram utilizadas análises psicométricas, inclusive sensibilidade, especificidade, valor preditivo positivo e negativo, acurácia e curvas ROC, para testar as combinações de perguntas e determinar o instrumento mais eficaz para avaliar as famílias com risco de insegurança alimentar, comparado a uma escala padrão-ouro. Os participantes pertenciam aos domicílios da Pesquisa Nacional de Demografia e Saúde da Criança e da Mulher (PNDS), usando a resposta à Escala Brasileira de Insegurança Alimentar (EBIA). A amostra incluiu 3.920 domicílios, representando 11.779.686 domicílios quando expandida com os pesos amostrais da PNDS. Com uma prevalência geral de insegurança alimentar de 21%, o instrumento brasileiro de dois itens para avaliação de insegurança alimentar mostrou sensibilidade 79,31%, especificidade 92,95%, valor preditivo positivo 74,62%, valor preditivo negativo 94,5% e área ROC 86,13%. O instrumento também apresentou validade convergente alta para as variáveis de nutrição e saúde das crianças, comparado ao padrão-ouro, a EBIA completa. Com base na capacidade de detectar domicílios com risco de insegurança alimentar, esse instrumento de triagem com dois itens é recomendado para adoção geral, enquanto medida de triagem em todo o Brasil, sobretudo durante a pandemia da COVID-19, quando as decisões rápidas são fundamentais. O instrumento pode permitir que os profissionais identifiquem com precisão as famílias em risco de insegurança alimentar e intervenham prontamente para prevenir ou mitigar as consequências adversas para a saúde e o desenvolvimento, associadas à insegurança alimentar, respondendo rapidamente às crises.Reports in Public HealthCadernos de Saúde Pública2021-06-23info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlapplication/pdfhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7690Reports in Public Health; Vol. 37 No. 6 (2021): JuneCadernos de Saúde Pública; v. 37 n. 6 (2021): Junho1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZenghttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7690/17170https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7690/17171Ana PoblacionAna Maria Segall-CorrêaJohn CookJose Augusto de Aguiar Carrazedo Taddeiinfo:eu-repo/semantics/openAccess2024-03-06T15:30:05Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/7690Revistahttps://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:2024-03-06T13:08:50.608431Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true
dc.title.none.fl_str_mv Validity of a 2-item screening tool to identify families at risk for food insecurity in Brazil
title Validity of a 2-item screening tool to identify families at risk for food insecurity in Brazil
spellingShingle Validity of a 2-item screening tool to identify families at risk for food insecurity in Brazil
Ana Poblacion
Food Security
Hunger
Nutritional Epidemiology
Child Development
title_short Validity of a 2-item screening tool to identify families at risk for food insecurity in Brazil
title_full Validity of a 2-item screening tool to identify families at risk for food insecurity in Brazil
title_fullStr Validity of a 2-item screening tool to identify families at risk for food insecurity in Brazil
title_full_unstemmed Validity of a 2-item screening tool to identify families at risk for food insecurity in Brazil
title_sort Validity of a 2-item screening tool to identify families at risk for food insecurity in Brazil
author Ana Poblacion
author_facet Ana Poblacion
Ana Maria Segall-Corrêa
John Cook
Jose Augusto de Aguiar Carrazedo Taddei
author_role author
author2 Ana Maria Segall-Corrêa
John Cook
Jose Augusto de Aguiar Carrazedo Taddei
author2_role author
author
author
dc.contributor.author.fl_str_mv Ana Poblacion
Ana Maria Segall-Corrêa
John Cook
Jose Augusto de Aguiar Carrazedo Taddei
dc.subject.por.fl_str_mv Food Security
Hunger
Nutritional Epidemiology
Child Development
topic Food Security
Hunger
Nutritional Epidemiology
Child Development
description This manuscript aimed to develop a brief 2-item screening tool to identify Brazilian households that include families with children at risk for food insecurity. Psychometric analyses including sensitivity, specificity, positive and negative predictive value, accuracy, and ROC curves were used to test combinations of questions to determine the most effective screener to assess households at risk for food insecurity when compared to a gold standard scale. Participants included Brazilian National Survey of Demography and Health on Women and Children (PNDS) surveyed households with a valid Brazilian Food Insecurity Scale (EBIA) response. The sample included 3,920 households representing 11,779,686 households when expanded using PNDS sample weights. With overall prevalence of food insecurity at 21%, a Brazilian 2-item food-insecurity screen showed sensitivity of 79.31%, specificity of 92.95%, positive predictive value of 74.62%, negative predictive value of 94.5% and ROC area 86.13%. This screen also presented high convergent validity for children’s nutrition and health variables when compared with the gold standard, the EBIA full scale. Based on its ability to detect households at risk for food insecurity, a 2-item screening tool is recommended for widespread adoption as a screening measure throughout Brazil, especially when rapid decision-making has been made fundamental, as under the COVID-19 pandemic. This screener can enable providers to accurately identify families at risk for food insecurity and promptly intervene to prevent or ameliorate adverse health and developmental consequences associated with food insecurity and swiftly respond to crises.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-23
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dc.identifier.uri.fl_str_mv https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7690
url https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7690
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/7690/17170
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7690/17171
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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. 6 (2021): June
Cadernos de Saúde Pública; v. 37 n. 6 (2021): Junho
1678-4464
0102-311X
reponame:Cadernos de Saúde Pública
instname:Fundação Oswaldo Cruz (FIOCRUZ)
instacron:FIOCRUZ
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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
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