What made Joseph decide to take his family to Galilee instead of Judea?
God appeared to him in a dream and told him to.
When he heard that Archelaus did reign in Judaea in the room of his father Herod, he was afraid to go thither: notwithstanding,
being warned of God in a dream, he turned aside into the parts of Galilee. Matthew 2:22