How much does the organizational structure affect the successful delivery of software?

By org structure, I mean:

• Who makes scope decisions?
• Are QA and UX separate departments, or integrated in the development team? And so on.

My personal opinion, after years of consulting: it can make a huge difference.
What are your thoughts?