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News Media as Suppliers of Narratives (and Information)

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arxiv 2403.09155 v1 pith:HTLGYXCG submitted 2024-03-14 econ.TH

classification econ.TH
keywords mediaconsumersconsumernarrativesbeliefsinformationmodelnews
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We present a model of news media that shape consumer beliefs by providing information (signals about an exogenous state) and narratives (models of what determines outcomes). To amplify consumers' engagement, media maximize consumers' anticipatory utility. Focusing on a class of separable consumer preferences, we show that a monopolistic media platform facing homogenous consumers provides a false "empowering" narrative coupled with an optimistically biased signal. Consumer heterogeneity gives rise to a novel menu-design problem due to a "data externality" among consumers. The optimal menu features multiple narratives and creates polarized beliefs. These effects also arise in a competitive media market model.

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  1. Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models

    cs.CL 2025-04 conditional novelty 5.0 of 10

    A hierarchical, context-specific prompting strategy for zero-shot entity framing classification achieves 89.4% main role accuracy and ranks sixth on SemEval-2025 Task 10.

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