Imputação múltipla e análise de casos completos em modelos de regressão logística: uma avaliação prática do impacto das perdas em covariáveis

Camargos, Vitor Passos; César, Cibele Comini; Caiaffa, Waleska Teixeira; Xavier, César Coelho; Proietti, Fernando Augusto

doi:10.1590/s0102-311x2011001200003

Cited by 20 publications

(15 citation statements)

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“…Finally, one adult resident (18 years or older) and one adolescent resident (11-17 years) were randomly selected from each household. Further details can be found in Camargos et al 23 and Célio et al 24 .…”

Section: Methodsmentioning

confidence: 99%

The place where you live and self-rated health in a large urban area

Rodrigues

César

Xavier³

et al. 2015

Cad. Saúde Pública

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Section: Methodsmentioning

confidence: 99%

The place where you live and self-rated health in a large urban area

Rodrigues

César

Xavier³

et al. 2015

Cad. Saúde Pública

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“…This study is a cross-investigation of data collected from a population-based household survey called "Estudo Saúde em Beagá", developed by the Urban Health Observatory of Belo Horizonte (OSUBH), part of the Universidade Federal de Minas Gerais, in two health districts of the city of Belo Horizonte, namely the Barreiro and West districts, between 2008 and 2009. 16,17 The stratified sampling by clusters was adopted in three phases: random selection of census tract (CT), followed by random selection of household, resident adult (≥ 18 years of age) and resident adolescent (11-17 years of age), using the methodology established by Marques & Berquó (1976). 18 Permanently or temporarily disabled individuals were excluded.…”

Section: Methodsmentioning

confidence: 99%

Weight excess in adolescents in Belo Horizonte? population-based household survey

Bispo¹,

Meireles²,

Côrtes³

et al. 2013

Revista Médica De Minas Gerais

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Introduction: Weight excess rates have had an alarming growth among adolescents. Of complex and multifactor origins, weight excess is influenced by genetic and contextual factors. Objective: To assess individual factors related to weight excess among adolescents in a large urban center. Methods: A cross-sectional study with data from a populationbased household survey conducted in two districts of Belo Horizonte, between 2008 and 2009. Data were collected through confidential self-administered questionnaires and anthropometric measurements. The final sample consisted of 1,030 adolescents aged 11-17 years. We evaluated excess weight, as defined by body mass index, and its association with sociodemographic variables, habits and lifestyles, body satisfaction and self-rated health. Descriptive analysis of the data, including frequency distributions and differences between proportions and means with the Pearson chi-square test were conducted. Results: 21.9% of adolescents were overweight, with a higher prevalence among females (54.2%, p <0.05). The following aspects were significantly associated with weight excess: not eating breakfast, body dissatisfaction and worse self-rated health status. Males were more active compared to females, however without significant differences in nutritional status classifications. Conclusion: This study reinforces the multifactor aspects of excess weight in adolescents and the importance of investing in preventive measures of obesity in this age group.

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“…Gross monthly household income was classified into three categories in terms of the minimum Brazilian wage (about US$ 290.00): < 2 minimum wages (< US$580), 2-5 minimum wages (US$580-1,450), and >5 minimum wages (> US$1,450). This categorization was based on the income distribution of participants in this study, previous studies, and the Brazilian Institute of Geography and Statistics (IBGE) 2010 census report 28,29 . The neighborhood indicator examined was monthly income per capita obtained from the 2000 and 2010 Brazilian census 19,29 .…”

Section: Data Sourcesmentioning

confidence: 99%

Association of socioeconomic factors with body mass index, obesity, physical activity, and dietary factors in Belo Horizonte, Minas Gerais State, Brazil: The BH Health Study

et al. 2015

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Obesity prevalence is rapidly increasing in developing countries. Existing research investigating social patterning of obesity and its risk factors in Latin American urban contexts has inconsistent findings. This study analyzed a multistage household survey in adults in Belo Horizonte, Minas Gerais State, Brazil. Marginal models were used to examine the association of education and household and neighborhood income with body mass index (BMI), obesity, physical inactivity, and low fruit and vegetable intake after adjusting for age and ethnicity and stratifying by sex. BMI and obesity were inversely associated with education in women. BMI was positively associated with household and neighborhood income in men. Additionally, physical inactivity and low fruit and vegetable intake were inversely associated with education and household income in both men and women, and physical inactivity was inversely associated with neighborhood income in men. Understanding the drivers of these patterns will allow for development of appropriate policy and interventions to reduce cardiovascular disease risk in large cities in Latin America.

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Imputação múltipla e análise de casos completos em modelos de regressão logística: uma avaliação prática do impacto das perdas em covariáveis

Cited by 20 publications

References 20 publications

The place where you live and self-rated health in a large urban area

The place where you live and self-rated health in a large urban area

Weight excess in adolescents in Belo Horizonte? population-based household survey

Association of socioeconomic factors with body mass index, obesity, physical activity, and dietary factors in Belo Horizonte, Minas Gerais State, Brazil: The BH Health Study

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