T.S.
When my kids didn't want to be in the stroller they could walk (even younger than 19 months.) Only rule was they had to hold my hand. He can help you push the stroller with his other hand.
If he refuses to hold your hand then back in the stroller he goes. On a busy street, them's the rules :)