Multidisciplinary data from 166 children with autistic spectrum disord
ers were subjected to cluster analysis. Cross-validation between rando
m halves of the sample showed acceptable consistency of the clustering
method. Four clinically meaningful subtypes emerged from the analysis
. They did not differ in demographic characteristics but did show, on
average, distinct differences in behavioral and cognitive areas. Over
half of the sample fell into a subtype described as typically autistic
with abnormal verbal and nonverbal communication, aloofness, impaired
social skills, and sensory disturbances. Another 19% were similarly a
utistic but with moderate to severe mental handicap. The remaining chi
ldren formed two subtypes: a high-functioning Asperger-like group who
were overactive and aggressive, and a small group who were impaired in
social and language skills, had restricted interests, and a family hi
story of learning problems. This study highlights' important differenc
es among children with autism and emphasizes relationships between cog
nitive functioning and subtypes of the disorder.