My dad used to run a wholesale company in Shanghai and I can tell you this is total BS.
Times have changed.
That was only 2 years ago, he sold the company and the structure is still the same.
A lot of privately owned companies are mum-pop shops like NZ, they won't even be able to afford to hire someone for a "oversight department".
Unless you are referring to taxation as "government oversight"