Abstract
Background Overweight and obesity are steadily increasing worldwide with the greatest prevalence occurring in high-income countries. Many factors influence body mass index (BMI); however multiple influences assessed in families and individuals are rarely studied together in a prospective design. Our objective was to model the impact of multiple influences at the child (low birth weight, history of maltreatment, a history of childhood mental and physical conditions, and school difficulties) and family level (parental income and education, parental mental and physical health, and family functioning) on BMI in early adulthood. Methods We used data from the Ontario Child Health Study, a prospective, population-based study of 3,294 children (ages 4–16 years) enrolled in 1983 and followed up in 2001 (N = 1,928; ages 21–35 years). Using multilevel models, we tested the association between family and child-level variables and adult BMI after controlling for sociodemographic variables and health status in early adulthood. Results At the child level, presence of psychiatric disorder and school difficulties were related to higher BMI in early adulthood. At the family level, receipt of social assistance was associated with higher BMI, whereas family functioning, having immigrant parents and higher levels of parental education were associated with lower BMI. We found that gender moderated the effect of two risk factors on BMI: receipt of social assistance and presence of a medical condition in childhood. In females, but not in males, the presence of these risk factors was associated with higher BMI in early adulthood. Conclusion Overall, these findings indicate that childhood risk factors associated with higher BMI in early adulthood are multi-faceted and long-lasting. These findings highlight the need for preventive interventions to be implemented at the family level in childhood.
Highlights
Overweight and obesity are steadily increasing worldwide with the greatest prevalence occurring in high-income countries
(1) What is the association between family contextual influences assessed in childhood/adolescence and body mass index (BMI) assessed in young adulthood? (2) Because of evidence that the influence of childhood risk factors may vary by gender, we explored whether gender modifies the association between childhood risk factors on BMI in adulthood
The intraclass correlation coefficient (ICC) is derived from the random effects variances reported in the multilevel null model and represents the total unexplained variance in BMI associated with between-family differences: 39.05% from 8.92/ (8.92 + 13.92)
Summary
Overweight and obesity are steadily increasing worldwide with the greatest prevalence occurring in high-income countries. In 2008, an estimated 1.46 billion adults worldwide were classified as overweight; of these, 502 million were obese [3] These numbers are steadily increasing with the greatest. Power et al (2003) showed that family SES in early childhood (birth to age 7) was significantly associated with obesity at age 33; this finding was not explained by parental BMI or the individual’s own education. These prospective studies illustrate that childhood SES has long-lasting effects that are not reversed by changes in SES occurring in adulthood [6]. Parental educational attainment is inversely associated with adulthood BMI [10]
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