Early Maternal Depression and Social Skills in Adolescence: A Marginal Structural Modeling Approach

2014 ◽  
pp. n/a-n/a ◽  
Author(s):  
Laura M. DeRose ◽  
Mariya Shiyko ◽  
Simone Levey ◽  
Jonathan Helm ◽  
Paul D. Hastings
Keyword(s):  
Social Skills ◽  
Maternal Depression ◽  
Structural Modeling ◽  
Modeling Approach ◽  
Marginal Structural Modeling

scholarly journals Causal Model of the Association of Social Support With Antepartum Depression: A Marginal Structural Modeling Approach

2018 ◽  
Vol 187 (9) ◽  
pp. 1871-1879 ◽  
Author(s):  
Qiu-Yue Zhong ◽  
Bizu Gelaye ◽  
Tyler J VanderWeele ◽  
Sixto E Sanchez ◽  
Michelle A Williams
Keyword(s):  
Social Support ◽  
Causal Model ◽  
Structural Modeling ◽  
Modeling Approach ◽  
Antepartum Depression ◽  
Marginal Structural Modeling

scholarly journals Behavioral problems and their relationship to maternal depression, marital relationships, social skills and parenting

2020 ◽  
Vol 33 (1) ◽  
Author(s):  
Alessandra Turini Bolsoni-Silva ◽  
Sonia Regina Loureiro
Keyword(s):  
Social Skills ◽  
Maternal Depression ◽  
Child Behavior ◽  
Behavioral Problems ◽  
Externalizing Behavior ◽  
Parenting Practices ◽  
Marital Relationships ◽  
Negative Parenting ◽  
Multiple Variables ◽  
Internalizing And Externalizing

Abstract Behavioral problems have been associated with multiple variables; however, studies simultaneously investigating parenting practices, marital relationships in bi-parental families, maternal depression, and child behavior remain a gap in the literature. The objective was to verify associations between positive and negative parenting practices, marital relationships, social skills, and behavioral problems among children from bi-parental families with and those without maternal depression; to identify the predictive effect of positive and negative parenting practices, marital relationships, children’s social skills, and maternal depression, for internalizing, externalizing behavior problems and internalizing and externalizing comorbidities. A case-control study with a cross-sectional design was adopted to ensure the groups were homogeneous in regard to the children’s, mothers’, and families’ sociodemographic characteristics. A total of 35 mothers currently with depression and 35 without depression indicators participated in the study, while the children were 25 preschoolers and 23 school-aged children. The mothers responded to instruments addressing depression, child behavior, parenting practices, and marital relationships. The results reveal maternal depression associated with marital relationships, positive parenting, and context variables. Maternal depression and marital relationship were found to influence externalizing problems; maternal depression, child-rearing practices, marital relationships, and the children’s behavioral repertoires influence internalizing and externalizing comorbidities; and none of the independent variables influenced the occurrence of internalizing problems.

scholarly journals Ensemble learning of inverse probability weights for marginal structural modeling in large observational datasets

2014 ◽  
Vol 34 (1) ◽  
pp. 106-117 ◽  
Author(s):  
Susan Gruber ◽  
Roger W. Logan ◽  
Inmaculada Jarrín ◽  
Susana Monge ◽  
Miguel A. Hernán
Keyword(s):  
Ensemble Learning ◽  
Structural Modeling ◽  
Inverse Probability ◽  
Inverse Probability Weights ◽  
Marginal Structural Modeling
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