The Power of Framing: How News Headlines Guide Search Behavior

August 23, 2025 ยท Declared Dead ยท ๐Ÿ› Conference on Empirical Methods in Natural Language Processing

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Authors Amrit Poudel, Maria Milkowski, Tim Weninger arXiv ID 2508.17131 Category cs.CL: Computation & Language Cross-listed cs.HC, cs.IR Citations 0 Venue Conference on Empirical Methods in Natural Language Processing Last Checked 5 months ago
Abstract
Search engines play a central role in how people gather information, but subtle cues like headline framing may influence not only what users believe but also how they search. While framing effects on judgment are well documented, their impact on subsequent search behavior is less understood. We conducted a controlled experiment where participants issued queries and selected from headlines filtered by specific linguistic frames. Headline framing significantly shaped follow-up queries: conflict and strategy frames disrupted alignment with prior selections, while episodic frames led to more concrete queries than thematic ones. We also observed modest short-term frame persistence that declined over time. These results suggest that even brief exposure to framing can meaningfully alter the direction of users information-seeking behavior.
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