Cargando…
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...
Autores principales: | , |
---|---|
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 |
_version_ | 1783446886067208192 |
---|---|
author | Sheshadri, Karthik Singh, Munindar P. |
author_facet | Sheshadri, Karthik Singh, Munindar P. |
author_sort | Sheshadri, Karthik |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-6713496 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT sheshadrikarthik thepublicandlegislativeimpactofhyperconcentratedtopicnews AT singhmunindarp thepublicandlegislativeimpactofhyperconcentratedtopicnews AT sheshadrikarthik publicandlegislativeimpactofhyperconcentratedtopicnews AT singhmunindarp publicandlegislativeimpactofhyperconcentratedtopicnews |