Mr. Burchinal et al., USING GROWTH CURVE ANALYSIS TO EVALUATE CHILD CHANGE IN LONGITUDINAL INVESTIGATIONS, Journal of early intervention, 18(4), 1994, pp. 403-423
This paper presents an overview of analytic methods for estimating gro
wth curves or developmental trajectories from longitudinal data. Tradi
tional models for studying change are contrasted with a relatively new
method, hierarchical linear models. Growth curve analyses of data fro
m an early intervention project demonstrate the strengths and weakness
es of the various analytic methods. Using this example, evidence is pr
esented indicating how hierarchical linear models can overcome some of
the methodological limitations of other analytic techniques currently
used to evaluate change.