CONCLUSIONS: Significant research gaps exist in determining ADHD prevalence and incidence. The highest quality findings do not suggest an increase in prevalence since 2020 but indicate some variability in incidence during the COVID-19 pandemic. Further research is urgently needed to guide clinical practice and public health policy.