Do I need a dedicated server?

Probably not, but maybe.
Most people who need a highly configurable web hosting server with full root access are better off with a VPS hosting plan. However, the most likely reasons to need a dedicated server plan have to do with security and regulatory compliance — VPS plans may not satisfy certain types of privacy laws.