Answer
Bjelke-Petersen earned the nickname The Hillbilly Dictator due to his authoritarian rule of Queensland, including the use of electoral malapportionment. This was a practice in which electoral districts were drawn in such a way as to favour the ruling party, in this case Bjelke-Petersen's National Party.