Executive Function and BMI Trajectories Among Rural, Poor Youth at High Risk for Obesity
Abstract
Objective: The aim of this study was to identify longitudinal trajectories of conjoint development of executive function (EF) and obesity among a diverse sample of poor, rural youth and to evaluate individual differences in infant growth, parental BMI, and cumulative risk.Methods: Participants included 948 youth from the Family Life Project. Child anthropometrics were measured at 2 and 6 months and at 2, 3, 4, 5, 7, and 12 years. EF tasks were administered at 3, 4, and 5 years. Mothers reported youth birth weight, parental height and weight, and cumulative risk indicators.Results: Multidimensional growth mixture modeling identified three classes: “High EF – High Obesity Resilience”; “Low EF – Delayed‐Onset Severe Obesity”; and “Low EF – Early‐Onset Severe Obesity.” Youth in the low‐EF, early‐onset class displayed higher birth weight and BMI at 6 months, whereas the low‐EF, delayed‐onset class had rapid weight gain during infancy, parents with class II obesity, and greater cumulative risk and was more likely to be Black and female.Conclusions: Despite increased obesity risk among this sample, the majority of youth exhibited higher EF and some degree of obesity resilience. Youth with EF deficits displayed the greatest risk for severe obesity but had differing BMI trajectories and obesity risk profiles, which has implications for obesity intervention.Keywords
Funding Information
- National Institute of Child Health and Human Development (P01 HD039667, R01 HD081252)
This publication has 42 references indexed in Scilit:
- Neurocognitive correlates of obesity and obesity-related behaviors in children and adolescentsInternational Journal of Obesity, 2013
- The Relationship between Executive Function and Obesity in Children and Adolescents: A Systematic Literature ReviewJournal of Obesity, 2013
- Executive function in early childhood: Longitudinal measurement invariance and developmental change.Psychological Assessment, 2012
- Contributions of modern measurement theory to measuring executive function in early childhood: An empirical demonstrationJournal of Experimental Child Psychology, 2011
- Comparing maternal and paternal intergenerational transmission of obesity risk in a large population-based sampleThe American Journal of Clinical Nutrition, 2010
- Parenting Characteristics in the Home Environment and Adolescent Overweight: A Latent Class AnalysisObesity, 2010
- Executive Cognitive Function as a Correlate and Predictor of Child Food Intake and Physical ActivityChild Neuropsychology, 2010
- An Introduction to Latent Class Growth Analysis and Growth Mixture ModelingSocial and Personality Psychology Compass, 2007
- Preventing Risk for Obesity by Promoting Self-Regulation and Decision-Making SkillsEvaluation Review, 2007
- Development of cognitive control and executive functions from 4 to 13 years: Evidence from manipulations of memory, inhibition, and task switchingNeuropsychologia, 2006