The public and legislative impact of hyperconcentrated topic news.


Journal

Science advances
ISSN: 2375-2548
Titre abrégé: Sci Adv
Pays: United States
ID NLM: 101653440

Informations de publication

Date de publication:
08 2019
Historique:
received: 09 04 2018
accepted: 01 07 2019
entrez: 7 9 2019
pubmed: 7 9 2019
medline: 12 5 2020
Statut: epublish

Résumé

News has been shown to influence public perception, affect technology development, and increase public expression. We demonstrate that framing, a subjective aspect of news, appears to influence both significant public perception changes and federal legislation. We show that specific features of news, such as publishing volume, appear to influence sustained public attention, as measured by annual Google Trends data, and federal legislation. We observe that federal legislative activity is often foreshadowed by periods of high news volume and similarity between articles, which we call hyperconcentrated news periods. Last, we contribute the measures of framing density and framing polarity, which provide a quantitative assessment of news framing in a domain. We demonstrate that these measures appear to correlate substantially with the results of earlier human surveys. We note, however, that our analysis does not disprove reverse causality and does not model other confounding factors.

Identifiants

pubmed: 31489362
doi: 10.1126/sciadv.aat8296
pii: aat8296
pmc: PMC6713496
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

eaat8296

Références

Fam Med. 2005 May;37(5):360-3
pubmed: 15883903
Science. 2017 Nov 10;358(6364):776-780
pubmed: 29123065
Biometrics. 1977 Mar;33(1):159-74
pubmed: 843571

Auteurs

Karthik Sheshadri (K)

Department of Computer Science, North Carolina State University, Raleigh, NC, USA.

Munindar P Singh (MP)

Department of Computer Science, North Carolina State University, Raleigh, NC, USA.

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Classifications MeSH