Predictive power of indicators to the perception of food and nutritional insecurity in the bolsa família program
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , |
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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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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1822182515541016576 |
dc.identifier.doi.none.fl_str_mv |
10.1590/0104-530x5168-20 |