Researchers looked at bedtimes and standardized test scores for more than 11,000 children.
They noted that going to bed late did not affect a child's development, but irregular bedtimes were linked to poor scores.
Researchers caution the study simply draws a correlation and is not proof that irregular sleep is a direct driver of lower test scores.
The study is published in the Journal of Epidemiology and Community Health.