My guess is because it is pronounced the same, Aus, Oz or more to the point the inhabitants are Aussies which is pronounced the same as Ozzies.
Actually Oz or Ozzie was my nickname at school for many years until I persuaded my friends to call me Sue instead, my surname was Osborne.
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Many a child has been spoiled because you can't spank a Grandma!