Personal Network Characteristics as Predictors of Change in Obesity Risk Behaviors in Early Adolescence.
Jennifer MarksKayla de la HayeLisa M BarnettSteven AllenderPublished in: Journal of research on adolescence : the official journal of the Society for Research on Adolescence (2018)
The potential for peers to influence obesity risk behavior increases in adolescence, yet there are knowledge gaps of how behaviors are modified in response to peers over time. This study examined how personal friendship network characteristics were associated with obesity-related behaviors from late childhood to early adolescence. Two waves of friendship, physical activity, screen time, and dietary recall data were collected from 11- to 13-year-old students (99% retention) in Australia (n = 308) over a five- to eight-month period. Regression models identified friendship network characteristics that predicted later health behaviors which varied by gender and behavior type, such as the number of friends positively associated with physical activity intensity (males) and screen time (females). The need for considering context to influence behavior change is discussed.
Keyphrases
- physical activity
- insulin resistance
- metabolic syndrome
- weight loss
- depressive symptoms
- type diabetes
- high fat diet induced
- weight gain
- healthcare
- high throughput
- body mass index
- mental health
- public health
- adipose tissue
- big data
- high intensity
- machine learning
- risk assessment
- sleep quality
- network analysis
- social media
- high school