There is also the issue that big companies are usually watched more and have regulatory teams making sure they follow rules. I believe in the UK that small businesses are far worse for minimum wage violations.
And yes I’m a strong proponent of worker’s rights, it just sucks that being a small employer is a kafkaesque nightmare. I know one who was recently fined for paying his employees too much because they happened to be migrant workers.