Bob Gardner wrote:

I'm sure that there are "joining the pattern" incidents somewhere in the US
every day, but for most of us it is not a quandary.

Oddly enough, joining on downwind, by whatever method rarely leads to accidents.
Most midairs in the patter occur on final.