Yes, journalists are* responsible for their headlines
Unfortunately, headlines are, often enough, hyperbolic, clickbaity, misleading, having secondary content, racist, priming, inappropriate or ill-judged. Engaged readers will complain to the author. The author, enraged with righteous indignation, will bark, “I didn’t write the headline…