On the Minecraft launcher -- when the screen comes up to the "Minecraft News" screen -- most of the time we just hit the big Play button at the bottom. Don't do that.
To the left of the big play button is a smaller button called "Edit Profile" -- click on it, about 4 lines from the bottom of the new window is a dropdown called "Use version" -- choose the mc version you wish to play and then save profile.