Of course, it does matter (and towards improvement) when you switch from semi synthetic to fully synthetic. Between Fully Synthetic, Semi Synthetic, synthetic blend, etc. and pure mineral based engine oils; fully synthetic is the best in all aspects. Mineral oil is the least preferable in this criteria.
Regarding differences between Fully Synthetic, Semi Synthetic, synthetic blend, etc. and pure mineral based engine oils; you can Google.