Aren't headlines a stylistic thing? I get why it would be used for a test since it an easy hard outcome, but there's a difference between a headline grabbing your attention, and you over ascribing validity to the source. I'd think to be less susceitt to misinformation
you'd have to either be generally mistrustful, have knowledge to catch the lie, or have some type of heuristic.