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: | Gestão & Produção |
Texto Completo: | http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-530X2020000300212 |
Resumo: | Abstract: 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 ProgramFood and nutrition securitySocial policyFamily incomeROC curveAbstract: 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.Universidade Federal de São Carlos2020-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-530X2020000300212Gestão & Produção v.27 n.3 2020reponame:Gestão & Produçãoinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCAR10.1590/0104-530x5168-20info:eu-repo/semantics/openAccessCardozo,Daiane RoncatoRossato,Sinara LauriniOliveira,Maria Rita Marques deCosta,Vera Mariza Henriques de MirandaAlmeida,Luiz Manoel de Moraes CamargoPaulillo,Luiz Fernando de Oriani eeng2020-06-11T00:00:00Zoai:scielo:S0104-530X2020000300212Revistahttps://www.gestaoeproducao.com/PUBhttps://old.scielo.br/oai/scielo-oai.phpgp@dep.ufscar.br||revistagestaoemanalise@unichristus.edu.br1806-96490104-530Xopendoar:2020-06-11T00:00Gestão & Produção - Universidade Federal de São Carlos (UFSCAR)false |
dc.title.none.fl_str_mv |
Predictive power of indicators to the perception of food and nutritional insecurity in the Bolsa Família Program |
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 Cardozo,Daiane Roncato Food and nutrition security Social policy Family income ROC curve |
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 |
title_full_unstemmed |
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 Rossato,Sinara Laurini Oliveira,Maria Rita Marques de Costa,Vera Mariza Henriques de Miranda Almeida,Luiz Manoel de Moraes Camargo Paulillo,Luiz Fernando de Oriani e |
author_role |
author |
author2 |
Rossato,Sinara Laurini Oliveira,Maria Rita Marques de Costa,Vera Mariza Henriques de Miranda Almeida,Luiz Manoel de Moraes Camargo Paulillo,Luiz Fernando de Oriani e |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Cardozo,Daiane Roncato Rossato,Sinara Laurini Oliveira,Maria Rita Marques de Costa,Vera Mariza Henriques de Miranda Almeida,Luiz Manoel de Moraes Camargo Paulillo,Luiz Fernando de Oriani e |
dc.subject.por.fl_str_mv |
Food and nutrition security Social policy Family income ROC curve |
topic |
Food and nutrition security Social policy Family income ROC curve |
description |
Abstract: 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 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-530X2020000300212 |
url |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-530X2020000300212 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.1590/0104-530x5168-20 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html |
dc.publisher.none.fl_str_mv |
Universidade Federal de São Carlos |
publisher.none.fl_str_mv |
Universidade Federal de São Carlos |
dc.source.none.fl_str_mv |
Gestão & Produção v.27 n.3 2020 reponame:Gestão & Produção instname:Universidade Federal de São Carlos (UFSCAR) instacron:UFSCAR |
instname_str |
Universidade Federal de São Carlos (UFSCAR) |
instacron_str |
UFSCAR |
institution |
UFSCAR |
reponame_str |
Gestão & Produção |
collection |
Gestão & Produção |
repository.name.fl_str_mv |
Gestão & Produção - Universidade Federal de São Carlos (UFSCAR) |
repository.mail.fl_str_mv |
gp@dep.ufscar.br||revistagestaoemanalise@unichristus.edu.br |
_version_ |
1750118207257051136 |