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Modeling Public Opinion Reversal Process with the Considerations of External Intervention Information and Individual Internal Characteristics

With the rapid development of “we media” technology, external information about the same sudden hot social event is often involved repetitiously, leading to frequent public opinion reversal. However, the phenomenon of public opinion reversal process usually has a long-lasting duration and spreads wi...

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Autores principales: Chen, Tinggui, Wang, Yulong, Yang, Jianjun, Cong, Guodong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349120/
https://www.ncbi.nlm.nih.gov/pubmed/32517050
http://dx.doi.org/10.3390/healthcare8020160
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author Chen, Tinggui
Wang, Yulong
Yang, Jianjun
Cong, Guodong
author_facet Chen, Tinggui
Wang, Yulong
Yang, Jianjun
Cong, Guodong
author_sort Chen, Tinggui
collection PubMed
description With the rapid development of “we media” technology, external information about the same sudden hot social event is often involved repetitiously, leading to frequent public opinion reversal. However, the phenomenon of public opinion reversal process usually has a long-lasting duration and spreads wide, making the event itself attract the widespread attention of ordinary people. Focusing on the public opinion reversal process of sudden social hot topic (a popular and widely discussed issue), this paper firstly identifies the internal and external factors that affect the reversal, namely individual internal characteristics and external intervention information. Secondly, information intensity and the amount of information perceived by individuals are introduced to describe the impact of external intervention information on the public opinion reversal. Thirdly, the parameters of individual attention and conservation are used to describe the process of individual’s selection of external information, so as to reveal the influence of the internal characteristics on public opinion reversal, and then build a public opinion reversal model. Fourthly, the effects of information intensity and individual attention, as well as individual conservation on the process of public opinion reversal are analyzed by simulation experiment. Simulation results show that: (1) the intensity of external intervention information affects the direction and degree of public opinion reversal; (2) when individual conservation is strong or individual attention is weak, even if external intervention information is strong, there will still be no obvious reversal of public opinion. Subsequently, the rationality and effectiveness of the proposed model are verified by a real case. Finally, some recommendations and policy implications are also given.
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spelling pubmed-73491202020-07-22 Modeling Public Opinion Reversal Process with the Considerations of External Intervention Information and Individual Internal Characteristics Chen, Tinggui Wang, Yulong Yang, Jianjun Cong, Guodong Healthcare (Basel) Article With the rapid development of “we media” technology, external information about the same sudden hot social event is often involved repetitiously, leading to frequent public opinion reversal. However, the phenomenon of public opinion reversal process usually has a long-lasting duration and spreads wide, making the event itself attract the widespread attention of ordinary people. Focusing on the public opinion reversal process of sudden social hot topic (a popular and widely discussed issue), this paper firstly identifies the internal and external factors that affect the reversal, namely individual internal characteristics and external intervention information. Secondly, information intensity and the amount of information perceived by individuals are introduced to describe the impact of external intervention information on the public opinion reversal. Thirdly, the parameters of individual attention and conservation are used to describe the process of individual’s selection of external information, so as to reveal the influence of the internal characteristics on public opinion reversal, and then build a public opinion reversal model. Fourthly, the effects of information intensity and individual attention, as well as individual conservation on the process of public opinion reversal are analyzed by simulation experiment. Simulation results show that: (1) the intensity of external intervention information affects the direction and degree of public opinion reversal; (2) when individual conservation is strong or individual attention is weak, even if external intervention information is strong, there will still be no obvious reversal of public opinion. Subsequently, the rationality and effectiveness of the proposed model are verified by a real case. Finally, some recommendations and policy implications are also given. MDPI 2020-06-05 /pmc/articles/PMC7349120/ /pubmed/32517050 http://dx.doi.org/10.3390/healthcare8020160 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Tinggui
Wang, Yulong
Yang, Jianjun
Cong, Guodong
Modeling Public Opinion Reversal Process with the Considerations of External Intervention Information and Individual Internal Characteristics
title Modeling Public Opinion Reversal Process with the Considerations of External Intervention Information and Individual Internal Characteristics
title_full Modeling Public Opinion Reversal Process with the Considerations of External Intervention Information and Individual Internal Characteristics
title_fullStr Modeling Public Opinion Reversal Process with the Considerations of External Intervention Information and Individual Internal Characteristics
title_full_unstemmed Modeling Public Opinion Reversal Process with the Considerations of External Intervention Information and Individual Internal Characteristics
title_short Modeling Public Opinion Reversal Process with the Considerations of External Intervention Information and Individual Internal Characteristics
title_sort modeling public opinion reversal process with the considerations of external intervention information and individual internal characteristics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349120/
https://www.ncbi.nlm.nih.gov/pubmed/32517050
http://dx.doi.org/10.3390/healthcare8020160
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