The study reveals that Java threads, regardless of their active or dormant states, consume equivalent memory upon creation. Testing with two programs demonstrated that both empty and full stack frame threads allocated the same memory. Developers are advised to minimize thread creation and optimize stack sizes to reduce memory waste.