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Analysis models for variables associated with breastfeeding duration
OBJECTIVE: To analyze the factors associated with breastfeeding duration by two statistical models. METHODS: A population-based cohort study was conducted with 86 mothers and newborns from two areas primary covered by the National Health System, with high rates of infant mortality in Vitória, Espíri...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Sociedade de Pediatria de São Paulo
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4182985/ https://www.ncbi.nlm.nih.gov/pubmed/24142312 http://dx.doi.org/10.1590/S0103-05822013000300006 |
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author | dos S., Edson Theodoro Zandonade, Eliana Emmerich, Adauto Oliveira |
author_facet | dos S., Edson Theodoro Zandonade, Eliana Emmerich, Adauto Oliveira |
author_sort | dos S., Edson Theodoro |
collection | PubMed |
description | OBJECTIVE: To analyze the factors associated with breastfeeding duration by two statistical models. METHODS: A population-based cohort study was conducted with 86 mothers and newborns from two areas primary covered by the National Health System, with high rates of infant mortality in Vitória, Espírito Santo, Brazil. During 30 months, 67 (78%) children and mothers were visited seven times at home by trained interviewers, who filled out survey forms. Data on food and sucking habits, socioeconomic and maternal characteristics were collected. Variables were analyzed by Cox regression models, considering duration of breastfeeding as the dependent variable, and logistic regression (dependent variables, was the presence of a breastfeeding child in different post-natal ages). RESULTS: In the logistic regression model, the pacifier sucking (adjusted Odds Ratio: 3.4; 95%CI 1.2-9.55) and bottle feeding (adjusted Odds Ratio: 4.4; 95%CI 1.6-12.1) increased the chance of weaning a child before one year of age. Variables associated to breastfeeding duration in the Cox regression model were: pacifier sucking (adjusted Hazard Ratio 2.0; 95%CI 1.2-3.3) and bottle feeding (adjusted Hazard Ratio 2.0; 95%CI 1.2-3.5). However, protective factors (maternal age and family income) differed between both models. CONCLUSIONS: Risk and protective factors associated with cessation of breastfeeding may be analyzed by different models of statistical regression. Cox Regression Models are adequate to analyze such factors in longitudinal studies. |
format | Online Article Text |
id | pubmed-4182985 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Sociedade de Pediatria de São Paulo |
record_format | MEDLINE/PubMed |
spelling | pubmed-41829852014-10-14 Analysis models for variables associated with breastfeeding duration dos S., Edson Theodoro Zandonade, Eliana Emmerich, Adauto Oliveira Rev Paul Pediatr Original Article OBJECTIVE: To analyze the factors associated with breastfeeding duration by two statistical models. METHODS: A population-based cohort study was conducted with 86 mothers and newborns from two areas primary covered by the National Health System, with high rates of infant mortality in Vitória, Espírito Santo, Brazil. During 30 months, 67 (78%) children and mothers were visited seven times at home by trained interviewers, who filled out survey forms. Data on food and sucking habits, socioeconomic and maternal characteristics were collected. Variables were analyzed by Cox regression models, considering duration of breastfeeding as the dependent variable, and logistic regression (dependent variables, was the presence of a breastfeeding child in different post-natal ages). RESULTS: In the logistic regression model, the pacifier sucking (adjusted Odds Ratio: 3.4; 95%CI 1.2-9.55) and bottle feeding (adjusted Odds Ratio: 4.4; 95%CI 1.6-12.1) increased the chance of weaning a child before one year of age. Variables associated to breastfeeding duration in the Cox regression model were: pacifier sucking (adjusted Hazard Ratio 2.0; 95%CI 1.2-3.3) and bottle feeding (adjusted Hazard Ratio 2.0; 95%CI 1.2-3.5). However, protective factors (maternal age and family income) differed between both models. CONCLUSIONS: Risk and protective factors associated with cessation of breastfeeding may be analyzed by different models of statistical regression. Cox Regression Models are adequate to analyze such factors in longitudinal studies. Sociedade de Pediatria de São Paulo 2013-09 /pmc/articles/PMC4182985/ /pubmed/24142312 http://dx.doi.org/10.1590/S0103-05822013000300006 Text en http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License, which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article dos S., Edson Theodoro Zandonade, Eliana Emmerich, Adauto Oliveira Analysis models for variables associated with breastfeeding duration |
title | Analysis models for variables associated with breastfeeding
duration |
title_full | Analysis models for variables associated with breastfeeding
duration |
title_fullStr | Analysis models for variables associated with breastfeeding
duration |
title_full_unstemmed | Analysis models for variables associated with breastfeeding
duration |
title_short | Analysis models for variables associated with breastfeeding
duration |
title_sort | analysis models for variables associated with breastfeeding
duration |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4182985/ https://www.ncbi.nlm.nih.gov/pubmed/24142312 http://dx.doi.org/10.1590/S0103-05822013000300006 |
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