The study is designed to investigate the acute treatment efficacy, safety, and tolerability of atomoxetine on a once-daily dosing strategy (in the morning). It incorporates a 6-week acute treatment period and a 2-week discontinuation phase. The assessments in this study include a standard assessment of ADHD symptomatology using a Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition™, investigator-administered rating scale.