I think that depends on what part of the world you live in.

My experience of taxi companies in the UK is that they are generally safe, reliable and operate based on reputation.

My experience of taxi's in the US is that they appear to be often operated by desperate people living on the edge of existence.

Isn't that every service in the US? It takes pride on pushing the under people to the brink of death.