El. Lipman et al., WHAT DOES EARLY ANTISOCIAL-BEHAVIOR PREDICT - A FOLLOW-UP OF 4-YEAR-OLDS AND 5-YEAR-OLDS FROM THE ONTARIO-CHILD-HEALTH-STUDY, Canadian journal of psychiatry, 43(6), 1998, pp. 605-613
Objective: To examine the predictive accuracy of antisocial behaviours
among 4- and 5-year-old children for problem behaviours 4 years later
(ages 8 and 9 years). Method: Data from the Ontario Child Health Stud
y (1983) and Follow-Up (1987) are used. Predictive accuracy is concept
ualized using positive predictive value (PPV) and sensitivity. The pre
dictive accuracy of early antisocial behaviours for the 1987 outcomes
is examined overall, by gender, by variable thresholds of predictor an
d outcome by gender and by using contextual variables alone or in comb
ination with antisocial behaviour recorded in 1983. Results: The predi
ctive accuracy of 1983 antisocial behaviour for 1987 outcome is genera
lly modest and differs by gender (better for boys for externalizing di
sorder [PPV = 41%, sensitivity = 57%]; better for girls for internaliz
ing disorder [PPV = 13%, sensitivity = 80%]; better for boys for condu
ct problems [PPV = 54%, sensitivity = 21%]). Using either gender-speci
fic thresholds or gender-neutral thresholds does not alter predictive
accuracy in a consistent way, nor does the use of a single contextual
variable. Use of a cumulative risk index increases PPV but decreases s
ensitivity. Conclusions: The predictive accuracy of antisocial behavio
ur in 4- and 5-year-old children over 4 years in a nonclinical communi
ty population is limited. The clinical, research, and policy implicati
ons of this work are discussed.