Unfortunately, I don't think this is always true for physical SIMs.
I recently bought a temporary SIM in the US during my holidays (StraightTalk) and was surprised that you can only use the physical SIM after you register online with you IMEI. I haven't checked, but I imagine that after that the card would only work with that IMEI.
Fortunately, I don't think this is a practice in Europe.