Lotteries may be "fair" as you describe them but they would be an irrational way to distribute resources on a broad scale.
For instance, if your salary each month were a random amount taken out of a general pool distributed by your employer you would only want to stay in your job if you were a really low productivity worker with no other opportunities and would be desperately seeking alternative employment otherwise.