Clickbait headlines use curiosity gaps, emotional language, questions, and vague references to entice readers to click, sometimes by misrepresenting the story they accompany. The study examines whether news literacy and four related personal traits - reflective thinking, signal detection, tolerance for ambiguity, and drive for information - help people identify such headlines and resist clicking, reading, or sharing them. It also tests whether brief clickbait-detection training changes recognition and engagement. The paper argues the topic matters because many readers stop at headlines or share links without reading the stories, giving attention-grabbing headlines considerable influence.
Survey results show that greater news literacy and stronger signal detection are associated with better clickbait recognition and less engagement. Reflective thinking shows similar relationships, though its direct effects are limited. Greater tolerance for ambiguity is linked to less engagement but not better detection; the drive for information is associated with more engagement and does not improve recognition. In a controlled pre- and post-training experiment, clickbait training reduces participants’ engagement, but improves detection only when they assess clickbait headlines on their own - not when clickbait and ordinary headlines are evaluated together. The findings support combining news-literacy education with practical clickbait-detection instruction and efforts to strengthen relevant personal capacities.
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