Peer influences are among the most powerful correlates of adolescent proble
m behavior. Using a sibling sample and hierarchical linear modeling to cont
rol for shared influences on behavior, the role was examined of nonshared p
arent and peer influences as prospective predictors of adolescent cigarette
smoking onset. These results were compared to results from a subsample of
nonsiblings. Peer influences were significant predictors of smoking onset w
hen shared influences were controlled, suggesting that peer group character
istics operate, at least partially, as nonshared influences. Furthermore, n
onshared peer influences were stronger in more educated families than in le
ss educated families. Results highlight the potential utility of controllin
g for shared influences, and support the importance of taking into account
the broader social context.