In the UK quite a few people don't pay any tax at all, and the vast majority don't pay enough tax to have to file any return.
What impact does a dependent have on your tax that needs to make it so complicated? I have relatively complicated taxes due to two jobs and some unusual deductions, but having a child doesn't really have any impact on my tax return in the UK.