Yes, being forcibly annexed and occupied by a foreign military will tend to influence your poll results.
It was no different after the Nazis invaded Austria - the "fair" plebiscite conducted afterwards retroactively "confirmed" that the Austrian people had actually wanted to join Nazi Germany all along!
Gee, I wonder why?
Regards,