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Fear and Neutrality in Disaster Policy Communication: Emotion and Topic Structures from Text Analysis

This study investigates emotional patterns in state government disaster guideline documents using keyword-level emotion analysis and TF–IDF based topic modeling, framing disaster policy communication as an emotional–cognitive dual structure, drawing from Situational Crisis Communication Theory. The...

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Principais autores: Soyoung Kim, Wooje Kim, Richard Clark Feiock
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2026-04-01
coleção:Administrative Sciences
Assuntos:
disaster communication
state disaster policy
disaster risk
sentiment analysis
fear vs. neutral framing
TF–IDF topic modeling
Acesso em linha:https://www.mdpi.com/2076-3387/16/5/198
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