Why are young guys insecure and always changing their minds?

Yes, I think she is pretty accurate. The 'relationship' thing is a little scary for some. Just give him the space that he needs and you carry on with your life. Be friends with him but don't push him. If, with time, you do re-connect then you will be starting your relationship from a good place. If you don't, then it was never meant to be.