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The public and legislative impact of hyperconcentrated topic news

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...

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Detalles Bibliográficos
Autores principales: Sheshadri, Karthik, Singh, Munindar P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6713496/
https://www.ncbi.nlm.nih.gov/pubmed/31489362
http://dx.doi.org/10.1126/sciadv.aat8296
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author Sheshadri, Karthik
Singh, Munindar P.
author_facet Sheshadri, Karthik
Singh, Munindar P.
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description 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.
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spelling pubmed-67134962019-09-05 The public and legislative impact of hyperconcentrated topic news Sheshadri, Karthik Singh, Munindar P. Sci Adv Research Articles 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. American Association for the Advancement of Science 2019-08-28 /pmc/articles/PMC6713496/ /pubmed/31489362 http://dx.doi.org/10.1126/sciadv.aat8296 Text en Copyright © 2019 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). http://creativecommons.org/licenses/by-nc/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (http://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Research Articles
Sheshadri, Karthik
Singh, Munindar P.
The public and legislative impact of hyperconcentrated topic news
title The public and legislative impact of hyperconcentrated topic news
title_full The public and legislative impact of hyperconcentrated topic news
title_fullStr The public and legislative impact of hyperconcentrated topic news
title_full_unstemmed The public and legislative impact of hyperconcentrated topic news
title_short The public and legislative impact of hyperconcentrated topic news
title_sort public and legislative impact of hyperconcentrated topic news
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6713496/
https://www.ncbi.nlm.nih.gov/pubmed/31489362
http://dx.doi.org/10.1126/sciadv.aat8296
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