Exploring Engagement With EU News on Facebook: The Influence of Content Characteristics

Detalhes bibliográficos
Autor(a) principal: Heidenreich, Tobias
Data de Publicação: 2022
Outros Autores: Eisele, Olga, Watanabe, Kohei, Boomgaarden, Hajo G.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.17645/pag.v10i1.4775
Resumo: The EU is diagnosed with a participation deficit, rooted in a lack of public communication. While news media are the primary source of information about EU politics, social media have become an important channel for political information. Importantly, social media platforms offer unique opportunities for citizens to engage with information about the EU. Such engagement is under-researched despite users’ responses offering valuable information about the potential effects of EU news on public engagement. Therefore, we systematically analyze social media users’ engagement with news about the EU. Drawing on the concepts of news values and shareworthiness, we investigate the proximity, conflictuality, negativity, and emotionality of EU news content posted on mainstream media Facebook accounts to explain the variation in reactions, shares, and number of comments. Using semi-supervised machine learning, we analyze articles from the largest newspapers in Austria for the period 2015–2019, along with Facebook users’ reactions to them. Results resonate only partly with prior literature, with negativity of EU news leading to more reactions and shares but fewer comments; emotionality, to fewer reactions and shares but more comments; and conflict mainly decreasing user engagement. Concerning proximity, a national angle leads to distinctly more engagement, whereas news about other EU member states and the EU as such do mostly not. Our study contributes to the discussion on how citizens engage with information on the EU and how to promote informed debate on social media through elites’ communication.
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spelling Exploring Engagement With EU News on Facebook: The Influence of Content Characteristicsautomated content analysis; computational methods; European Union; Facebook; news; social media; user engagementThe EU is diagnosed with a participation deficit, rooted in a lack of public communication. While news media are the primary source of information about EU politics, social media have become an important channel for political information. Importantly, social media platforms offer unique opportunities for citizens to engage with information about the EU. Such engagement is under-researched despite users’ responses offering valuable information about the potential effects of EU news on public engagement. Therefore, we systematically analyze social media users’ engagement with news about the EU. Drawing on the concepts of news values and shareworthiness, we investigate the proximity, conflictuality, negativity, and emotionality of EU news content posted on mainstream media Facebook accounts to explain the variation in reactions, shares, and number of comments. Using semi-supervised machine learning, we analyze articles from the largest newspapers in Austria for the period 2015–2019, along with Facebook users’ reactions to them. Results resonate only partly with prior literature, with negativity of EU news leading to more reactions and shares but fewer comments; emotionality, to fewer reactions and shares but more comments; and conflict mainly decreasing user engagement. Concerning proximity, a national angle leads to distinctly more engagement, whereas news about other EU member states and the EU as such do mostly not. Our study contributes to the discussion on how citizens engage with information on the EU and how to promote informed debate on social media through elites’ communication.Cogitatio2022-02-17info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.17645/pag.v10i1.4775oai:ojs.cogitatiopress.com:article/4775Politics and Governance; Vol 10, No 1 (2022): Analyzing Citizen Engagement with European Politics Through Social Media; 121-1322183-2463reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPenghttps://www.cogitatiopress.com/politicsandgovernance/article/view/4775https://doi.org/10.17645/pag.v10i1.4775https://www.cogitatiopress.com/politicsandgovernance/article/view/4775/4775https://www.cogitatiopress.com/politicsandgovernance/article/downloadSuppFile/4775/2272Copyright (c) 2022 Tobias Heidenreich, Olga Eisele, Kohei Watanabe, Hajo G. Boomgaardenhttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessHeidenreich, TobiasEisele, OlgaWatanabe, KoheiBoomgaarden, Hajo G.2022-12-22T15:16:19Zoai:ojs.cogitatiopress.com:article/4775Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:22:20.176542Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Exploring Engagement With EU News on Facebook: The Influence of Content Characteristics
title Exploring Engagement With EU News on Facebook: The Influence of Content Characteristics
spellingShingle Exploring Engagement With EU News on Facebook: The Influence of Content Characteristics
Heidenreich, Tobias
automated content analysis; computational methods; European Union; Facebook; news; social media; user engagement
title_short Exploring Engagement With EU News on Facebook: The Influence of Content Characteristics
title_full Exploring Engagement With EU News on Facebook: The Influence of Content Characteristics
title_fullStr Exploring Engagement With EU News on Facebook: The Influence of Content Characteristics
title_full_unstemmed Exploring Engagement With EU News on Facebook: The Influence of Content Characteristics
title_sort Exploring Engagement With EU News on Facebook: The Influence of Content Characteristics
author Heidenreich, Tobias
author_facet Heidenreich, Tobias
Eisele, Olga
Watanabe, Kohei
Boomgaarden, Hajo G.
author_role author
author2 Eisele, Olga
Watanabe, Kohei
Boomgaarden, Hajo G.
author2_role author
author
author
dc.contributor.author.fl_str_mv Heidenreich, Tobias
Eisele, Olga
Watanabe, Kohei
Boomgaarden, Hajo G.
dc.subject.por.fl_str_mv automated content analysis; computational methods; European Union; Facebook; news; social media; user engagement
topic automated content analysis; computational methods; European Union; Facebook; news; social media; user engagement
description The EU is diagnosed with a participation deficit, rooted in a lack of public communication. While news media are the primary source of information about EU politics, social media have become an important channel for political information. Importantly, social media platforms offer unique opportunities for citizens to engage with information about the EU. Such engagement is under-researched despite users’ responses offering valuable information about the potential effects of EU news on public engagement. Therefore, we systematically analyze social media users’ engagement with news about the EU. Drawing on the concepts of news values and shareworthiness, we investigate the proximity, conflictuality, negativity, and emotionality of EU news content posted on mainstream media Facebook accounts to explain the variation in reactions, shares, and number of comments. Using semi-supervised machine learning, we analyze articles from the largest newspapers in Austria for the period 2015–2019, along with Facebook users’ reactions to them. Results resonate only partly with prior literature, with negativity of EU news leading to more reactions and shares but fewer comments; emotionality, to fewer reactions and shares but more comments; and conflict mainly decreasing user engagement. Concerning proximity, a national angle leads to distinctly more engagement, whereas news about other EU member states and the EU as such do mostly not. Our study contributes to the discussion on how citizens engage with information on the EU and how to promote informed debate on social media through elites’ communication.
publishDate 2022
dc.date.none.fl_str_mv 2022-02-17
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv https://doi.org/10.17645/pag.v10i1.4775
oai:ojs.cogitatiopress.com:article/4775
url https://doi.org/10.17645/pag.v10i1.4775
identifier_str_mv oai:ojs.cogitatiopress.com:article/4775
dc.language.iso.fl_str_mv eng
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dc.relation.none.fl_str_mv https://www.cogitatiopress.com/politicsandgovernance/article/view/4775
https://doi.org/10.17645/pag.v10i1.4775
https://www.cogitatiopress.com/politicsandgovernance/article/view/4775/4775
https://www.cogitatiopress.com/politicsandgovernance/article/downloadSuppFile/4775/2272
dc.rights.driver.fl_str_mv Copyright (c) 2022 Tobias Heidenreich, Olga Eisele, Kohei Watanabe, Hajo G. Boomgaarden
http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2022 Tobias Heidenreich, Olga Eisele, Kohei Watanabe, Hajo G. Boomgaarden
http://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Cogitatio
publisher.none.fl_str_mv Cogitatio
dc.source.none.fl_str_mv Politics and Governance; Vol 10, No 1 (2022): Analyzing Citizen Engagement with European Politics Through Social Media; 121-132
2183-2463
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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