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Effect of visual imagery in COVID-19 social media posts on users’ perception

People receive a wide variety of news from social media. They especially look for information on social media in times of crisis with the desire to assess the risk they face. This risk assessment, and other aspects of user reactions, may be affected by characteristics of the social media post relayi...

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Autor principal: Al-nuwaiser, Waleed M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9680878/
https://www.ncbi.nlm.nih.gov/pubmed/36426258
http://dx.doi.org/10.7717/peerj-cs.1153
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author Al-nuwaiser, Waleed M.
author_facet Al-nuwaiser, Waleed M.
author_sort Al-nuwaiser, Waleed M.
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description People receive a wide variety of news from social media. They especially look for information on social media in times of crisis with the desire to assess the risk they face. This risk assessment, and other aspects of user reactions, may be affected by characteristics of the social media post relaying certain information. Thus, it is critical to understand these characteristics to deliver information with the reactions in mind. This study investigated various types of imagery used as thumbnails in social media posts regarding news about the COVID-19 pandemic. In an experimental design, 300 participants viewed social media posts containing each of the three types of imagery: data visualization (directly about risk information), advisory (not containing direct risk information, but instead help on how to lower risk), or clickbait (containing no risk-related information, just generic visuals). After observing the social media posts, they answered questionnaires measuring their emotions (valence, arousal, and dominance), risk perception, perceived credibility of the post, and engagement. The participants also indicated their emotions towards and interest in COVID-19 news coverage, age, gender, and how often and actively they use social media. These variables acted as controls. The data were analysed using mixed linear models. Results indicated that advisory imagery positively influenced valence, arousal, dominance, credibility, and (lower) risk perception. Alternatively, imagery showing data visualizations yielded low valence, arousal, dominance, credibility, and high risk perception. Clickbait-styled thumbnails which carry no information are usually measured between the other two types. The type of imagery did not affect the motivation to engage with a post. Aside from visual imagery, most variables were affected by COVID sentiment and the usual activity on social media. These study results indicate that one should use advisory imagery for more comfortable news delivery and data visualization when the poster wishes to warn users of existing risks.
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spelling pubmed-96808782022-11-23 Effect of visual imagery in COVID-19 social media posts on users’ perception Al-nuwaiser, Waleed M. PeerJ Comput Sci Bioinformatics People receive a wide variety of news from social media. They especially look for information on social media in times of crisis with the desire to assess the risk they face. This risk assessment, and other aspects of user reactions, may be affected by characteristics of the social media post relaying certain information. Thus, it is critical to understand these characteristics to deliver information with the reactions in mind. This study investigated various types of imagery used as thumbnails in social media posts regarding news about the COVID-19 pandemic. In an experimental design, 300 participants viewed social media posts containing each of the three types of imagery: data visualization (directly about risk information), advisory (not containing direct risk information, but instead help on how to lower risk), or clickbait (containing no risk-related information, just generic visuals). After observing the social media posts, they answered questionnaires measuring their emotions (valence, arousal, and dominance), risk perception, perceived credibility of the post, and engagement. The participants also indicated their emotions towards and interest in COVID-19 news coverage, age, gender, and how often and actively they use social media. These variables acted as controls. The data were analysed using mixed linear models. Results indicated that advisory imagery positively influenced valence, arousal, dominance, credibility, and (lower) risk perception. Alternatively, imagery showing data visualizations yielded low valence, arousal, dominance, credibility, and high risk perception. Clickbait-styled thumbnails which carry no information are usually measured between the other two types. The type of imagery did not affect the motivation to engage with a post. Aside from visual imagery, most variables were affected by COVID sentiment and the usual activity on social media. These study results indicate that one should use advisory imagery for more comfortable news delivery and data visualization when the poster wishes to warn users of existing risks. PeerJ Inc. 2022-11-15 /pmc/articles/PMC9680878/ /pubmed/36426258 http://dx.doi.org/10.7717/peerj-cs.1153 Text en © 2022 Al-nuwaiser https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited.
spellingShingle Bioinformatics
Al-nuwaiser, Waleed M.
Effect of visual imagery in COVID-19 social media posts on users’ perception
title Effect of visual imagery in COVID-19 social media posts on users’ perception
title_full Effect of visual imagery in COVID-19 social media posts on users’ perception
title_fullStr Effect of visual imagery in COVID-19 social media posts on users’ perception
title_full_unstemmed Effect of visual imagery in COVID-19 social media posts on users’ perception
title_short Effect of visual imagery in COVID-19 social media posts on users’ perception
title_sort effect of visual imagery in covid-19 social media posts on users’ perception
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9680878/
https://www.ncbi.nlm.nih.gov/pubmed/36426258
http://dx.doi.org/10.7717/peerj-cs.1153
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