Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program

Detalhes bibliográficos
Autor(a) principal: Cardozo, Daiane Roncato
Data de Publicação: 2020
Outros Autores: Rossato, Sinara Laurini [UNESP], De Oliveira, Maria Rita Marques [UNESP], De Miranda Costa, Vera Mariza Henriques, Almeida, Luiz Manoel De Moraes Camargo, Paulillo, Luiz Fernando De Oriani E
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
DOI: 10.1590/0104-530x5168-20
Texto Completo: http://dx.doi.org/10.1590/0104-530x5168-20
http://hdl.handle.net/11449/206518
Resumo: The objective was to analyze the predictive power of indicators of the perception of food and nutritional insecurity comparing beneficiary and non - beneficiary families of the Bolsa Família Program, through a cross - sectional study with 150 families. Demographic, socioeconomic, food insecurity (Brazilian Food Insecurity Scale), nutritional status (Body Mass Index) and household consumption patterns were collected. The correlation between the demographic, socioeconomic, nutritional status and level of food insecurity were tested using the Pearson correlation coefficient; the association with Chi-square and ANOVA tests; and the prevalence ratio and 95% confidence intervals with Poisson Regression model. The predictive power of indicators of food insecurity was evaluated with the ROC curve. Patterns of food consumption, demographic and health characteristics were not significantly correlated with food insecurity. In the analyzes with the ROC curve, among the beneficiary families, the income derived only from the Bolsa Família and the Renda Cidadã Program with the Bolsa Família presented a better predictive power of food insecurity, covering the curve by 70%, followed by the difference between the income from wages and rent and gas (70%). The proportions of the total income of families spent on rent and gas had low predictive power (67%). Income components, mainly rent and gas spending, showed a better performance in the prediction of food insecurity among beneficiaries of Bolsa Família, and could be a complementary quantitative indicator to the Brazilian Scale of Food Insecurity.
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spelling Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família programPoder preditivo de indicadores à percepção de insegurança alimentar e nutricional no programa bolsa famíliaFamily incomeFood and nutrition securityROC curveSocial policyThe objective was to analyze the predictive power of indicators of the perception of food and nutritional insecurity comparing beneficiary and non - beneficiary families of the Bolsa Família Program, through a cross - sectional study with 150 families. Demographic, socioeconomic, food insecurity (Brazilian Food Insecurity Scale), nutritional status (Body Mass Index) and household consumption patterns were collected. The correlation between the demographic, socioeconomic, nutritional status and level of food insecurity were tested using the Pearson correlation coefficient; the association with Chi-square and ANOVA tests; and the prevalence ratio and 95% confidence intervals with Poisson Regression model. The predictive power of indicators of food insecurity was evaluated with the ROC curve. Patterns of food consumption, demographic and health characteristics were not significantly correlated with food insecurity. In the analyzes with the ROC curve, among the beneficiary families, the income derived only from the Bolsa Família and the Renda Cidadã Program with the Bolsa Família presented a better predictive power of food insecurity, covering the curve by 70%, followed by the difference between the income from wages and rent and gas (70%). The proportions of the total income of families spent on rent and gas had low predictive power (67%). Income components, mainly rent and gas spending, showed a better performance in the prediction of food insecurity among beneficiaries of Bolsa Família, and could be a complementary quantitative indicator to the Brazilian Scale of Food Insecurity.Universidade de Araraquara Programa de Pós-graduação em Desenvolvimento Territorial e Meio AmbienteUniversidade Estadual Paulista 'Júlio Mesquita Filho' - UNESP Faculdade de Medicina Programa de Pós-graduação em EnfermagemHarvard T.H. Chan School of Public Health Departament of nutritionUniversidade Estadual Paulista 'Júlio Mesquita Filho' - UNESP Faculdade de Medicina Departamento de EducaçãoUniversidade de Araraquara Programa de Mestrado Profissional em Engenharia de ProduçãoUniversidade Federal de São Carlos - UFSCar Centro de Ciências da Natureza Campus Lagoa do SinoUniversidade Federal de São Carlos - UFSCar Programa de Pós-graduação em Engenharia de ProduçãoUniversidade Estadual Paulista 'Júlio Mesquita Filho' - UNESP Faculdade de Medicina Programa de Pós-graduação em EnfermagemUniversidade Estadual Paulista 'Júlio Mesquita Filho' - UNESP Faculdade de Medicina Departamento de EducaçãoPrograma de Pós-graduação em Desenvolvimento Territorial e Meio AmbienteUniversidade Estadual Paulista (Unesp)Harvard T.H. Chan School of Public HealthPrograma de Mestrado Profissional em Engenharia de ProduçãoUniversidade Federal de São Carlos (UFSCar)Cardozo, Daiane RoncatoRossato, Sinara Laurini [UNESP]De Oliveira, Maria Rita Marques [UNESP]De Miranda Costa, Vera Mariza HenriquesAlmeida, Luiz Manoel De Moraes CamargoPaulillo, Luiz Fernando De Oriani E2021-06-25T10:33:35Z2021-06-25T10:33:35Z2020-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.1590/0104-530x5168-20Gestao e Producao, v. 27, n. 3, 2020.1806-96490104-530Xhttp://hdl.handle.net/11449/20651810.1590/0104-530x5168-20S0104-530X20200003002122-s2.0-85091092568S0104-530X2020000300212.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengGestao e Producaoinfo:eu-repo/semantics/openAccess2024-08-15T18:47:46Zoai:repositorio.unesp.br:11449/206518Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-15T18:47:46Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
Poder preditivo de indicadores à percepção de insegurança alimentar e nutricional no programa bolsa família
title Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
spellingShingle Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
Cardozo, Daiane Roncato
Family income
Food and nutrition security
ROC curve
Social policy
Cardozo, Daiane Roncato
Family income
Food and nutrition security
ROC curve
Social policy
title_short Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
title_full Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
title_fullStr Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
title_full_unstemmed Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
title_sort Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
author Cardozo, Daiane Roncato
author_facet Cardozo, Daiane Roncato
Cardozo, Daiane Roncato
Rossato, Sinara Laurini [UNESP]
De Oliveira, Maria Rita Marques [UNESP]
De Miranda Costa, Vera Mariza Henriques
Almeida, Luiz Manoel De Moraes Camargo
Paulillo, Luiz Fernando De Oriani E
Rossato, Sinara Laurini [UNESP]
De Oliveira, Maria Rita Marques [UNESP]
De Miranda Costa, Vera Mariza Henriques
Almeida, Luiz Manoel De Moraes Camargo
Paulillo, Luiz Fernando De Oriani E
author_role author
author2 Rossato, Sinara Laurini [UNESP]
De Oliveira, Maria Rita Marques [UNESP]
De Miranda Costa, Vera Mariza Henriques
Almeida, Luiz Manoel De Moraes Camargo
Paulillo, Luiz Fernando De Oriani E
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Programa de Pós-graduação em Desenvolvimento Territorial e Meio Ambiente
Universidade Estadual Paulista (Unesp)
Harvard T.H. Chan School of Public Health
Programa de Mestrado Profissional em Engenharia de Produção
Universidade Federal de São Carlos (UFSCar)
dc.contributor.author.fl_str_mv Cardozo, Daiane Roncato
Rossato, Sinara Laurini [UNESP]
De Oliveira, Maria Rita Marques [UNESP]
De Miranda Costa, Vera Mariza Henriques
Almeida, Luiz Manoel De Moraes Camargo
Paulillo, Luiz Fernando De Oriani E
dc.subject.por.fl_str_mv Family income
Food and nutrition security
ROC curve
Social policy
topic Family income
Food and nutrition security
ROC curve
Social policy
description The objective was to analyze the predictive power of indicators of the perception of food and nutritional insecurity comparing beneficiary and non - beneficiary families of the Bolsa Família Program, through a cross - sectional study with 150 families. Demographic, socioeconomic, food insecurity (Brazilian Food Insecurity Scale), nutritional status (Body Mass Index) and household consumption patterns were collected. The correlation between the demographic, socioeconomic, nutritional status and level of food insecurity were tested using the Pearson correlation coefficient; the association with Chi-square and ANOVA tests; and the prevalence ratio and 95% confidence intervals with Poisson Regression model. The predictive power of indicators of food insecurity was evaluated with the ROC curve. Patterns of food consumption, demographic and health characteristics were not significantly correlated with food insecurity. In the analyzes with the ROC curve, among the beneficiary families, the income derived only from the Bolsa Família and the Renda Cidadã Program with the Bolsa Família presented a better predictive power of food insecurity, covering the curve by 70%, followed by the difference between the income from wages and rent and gas (70%). The proportions of the total income of families spent on rent and gas had low predictive power (67%). Income components, mainly rent and gas spending, showed a better performance in the prediction of food insecurity among beneficiaries of Bolsa Família, and could be a complementary quantitative indicator to the Brazilian Scale of Food Insecurity.
publishDate 2020
dc.date.none.fl_str_mv 2020-01-01
2021-06-25T10:33:35Z
2021-06-25T10:33:35Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1590/0104-530x5168-20
Gestao e Producao, v. 27, n. 3, 2020.
1806-9649
0104-530X
http://hdl.handle.net/11449/206518
10.1590/0104-530x5168-20
S0104-530X2020000300212
2-s2.0-85091092568
S0104-530X2020000300212.pdf
url http://dx.doi.org/10.1590/0104-530x5168-20
http://hdl.handle.net/11449/206518
identifier_str_mv Gestao e Producao, v. 27, n. 3, 2020.
1806-9649
0104-530X
10.1590/0104-530x5168-20
S0104-530X2020000300212
2-s2.0-85091092568
S0104-530X2020000300212.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Gestao e Producao
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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dc.identifier.doi.none.fl_str_mv 10.1590/0104-530x5168-20