It would appear that Joe's hat is a direct response to the red hats frequently worn by his opponent and current POTUS Donald Trump, as well as many of his supporters.
It certainly makes sense!
A good portion of Twitter seems to be happy with this clever exercise in branding, and you can't really blame them.
TBH, I'm willing to bet the hat was Dr. Biden's idea. What do you think?