This is not just something you've considered in your fantasy or that must be "justified for gameplay's sake." It's a written rule of D&D 5e.
Originally Posted by PHB
Wild Shape: You choose whether your Equipment falls to the ground in your space, merges into your new form, or is worn by it
In all the games I've played in, I don't think anyone has ever chosen anything other than the middle option.