I have a question
I’ll let the stats guys give you better details but here’s the bottom line: If a special is based on a percentage like kage, the higher the attack stat the higher the damage dealt will be. So the answer to your question is yes.
Please have a Look to the linked topic.
The base ATK stat is used for the calculation of the Special attack damage.