Scientific Reports · 2018 · 59 citations · 49 references
Public HealthMaternal HealthObstetricsEpidemiologic MethodsEpidemiologyGestational DiabetesDiabetes MellitusDiabetes PreventionGestational Diabetes EpidemiologyGestational Diabetes MellitusMaternal EpidemiologyMaternal Health EpidemiologyCase-control Study DesignFamily Health HistoryFamily History Of DiabetesGestational Diabetes Risk FactorIncidence Of Gestational DiabetesLogistic RegressionMatched Study DesignsOdds Ratio Modeling
Gestational diabetes mellitus (GDM) is a common health problem during pregnancy and its prevalence is increasing globally, especially in China. The aim of this study was to investigate socioeconomic, environmental and lifestyle factors associated with GDM in Chinese women. A matched pair case-control study was conducted with 276 GDM women and 276 non-GDM women in two hospitals in Beijing, China. Matched factors include age and pre-pregnancy body mass index (BMI). GDM subjects were defined based on the International Association of Diabetes Study Group criteria for GDM. A conditional logistic regression model with backward stepwise selection was performed to predict the odds ratio (OR) for associated factors of GDM. The analyses of data show that passive smoking at home (OR = 1.52, p = 0.027), passive smoking in the workplace (OR = 1.71, p = 0.01), and family history of diabetes in first degree relatives (OR = 3.07, p = 0.004), were significant factors associated with GDM in Chinese women. These findings may be utilized as suggestions to decrease the incidence of GDM in Chinese women by improving the national tobacco control policy and introducing public health interventions to focus on the social environment of pregnant women in China.
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Hyperglycemia and Adverse Pregnancy Outcomes
New England Journal of Medicine · 2008 · 5.6K citations
Purposeful selection of variables in logistic regression
Zoran Bursac, C. Heath Gauss, David Williams et al. · Source Code for Biology and Medicine · 2008 · 3.9K citations · Full text
Frank B. Hu · Diabetes Care · 2011 · 2K citations · Full text
Agriculture, Genetics, Nutrition +17