Prototype Article Swipe
YOU?
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· 2022
· Open Access
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· DOI: https://doi.org/10.1007/978-3-031-17693-7_6
· OA: W4321836537
This chapter demonstrates the effectiveness of person-oriented framing analysis (PFA) by implementing and evaluating a prototypical system for bias identification and communication. In the single-blind setting of the evaluation, only the PFA prototype consistently, significantly, and most strongly increased respondents’ bias-awareness, i.e., respondents’ motivation and capabilities to contrast news coverage. The study results and a qualitative analysis indicate that a reason for the improved bias-awareness is that the frames identified by PFA are meaningful and indeed present in person-centric news coverage. In contrast, and confirming the findings of Chap. 2 , the most effective baselines only facilitate the visibility of potential frames.
