Predictive power of indicators to the perception of food and nutritional insecurity in the Bolsa Família Program

Bibliographic Details
Main Author: Cardozo,Daiane Roncato
Publication Date: 2020
Other Authors: 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
Format: Article
Language: eng
Source: Gestão & Produção
Download full: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-530X2020000300212
Summary: 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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spelling 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
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