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Official yet questionable: examining misinformation in U.S. state legislators’ tweets 官方但有问题:检查美国州议员推特上的错误信息
2区 社会学 Q1 COMMUNICATION Pub Date : 2023-09-21 DOI: 10.1080/19331681.2023.2257682
Yuehong Cassandra Tai, Roan Buma, Bruce A. Desmarais
ABSTRACTWe study the roles of elected officials in the dissemination of misinformation on Twitter. This is a particularly salient online population since elected officials serve as primary sources of information for many stakeholders in the public, media, government, and industry. We analyze the content of tweets posted from the accounts of over 3,000 U.S. state lawmakers throughout 2020 and 2021. Specifically, we identify the dissemination of URLs linked to unreliable content. Our starkest finding is that Republicans share more misinformation than do Democrats by an order of magnitude. Additionally, we uncover distinct patterns in the temporal trends of tweets and tweets associated with misinformation across party and state lines. Delving into the content of tweets referencing unreliable URLs reveals discussions of election integrity, abortion, COVID-19 policies, and immigration. Furthermore, consistent with the literature on asymmetric polarization, Republicans exhibit a greater inclination toward engaging in partisan attacks. We also find that state lawmakers often tweet about state-specific topics. These findings enhance our understanding of misinformation, political communication, and state politics.KEYWORDS: Misinformationtwitterstate legislatorpolitical communication Disclosure statementNo potential conflict of interest was reported by the author(s).Notes1. Unlike Facebook accounts, we cannot distinguish between legislators’ official accounts and campaign accounts based on their account verification.2. Among unreliable tweets, 13,420 (99.84%) have ideological labels, and only 22 unknown bias URLs get a weight of 1.Additional informationFundingThis work was supported by the National Science Foundation [2148215].Notes on contributorsYuehong Cassandra TaiYuehong Cassandra Tai is a Postdoctoral Scholar at the Center for Social Data Analytics, Penn State University. Her research spans public opinion, public policy, political communication, and Chinese politics, using Bayesian measurement models, text analysis, and machine learning methods.Roan BumaRoan Buma is a researcher at the Department of Communication Science at Vrije Universiteit Amsterdam. He received a Research Master’s degree in the Social Sciences (cum laude) and a Bachelor’s degree in Political Science (cum laude) from Vrije Universiteit Amsterdam. His research interests include public opinion, political communication, and communication through digital media. Currently, he is part of a cross-national research project analysing the economic and cultural roots of populism; a collaboration of Vrije Universiteit Amsterdam, La Sapienza University of Rome, University of Birmingham, Universität Münster, and Exeter University (precede.eu).Bruce A. DesmaraisBruce A. Desmarais is the DeGrandis-McCourtney Early Career Professor in Political Science, Director of the Center for Social Data Analytics, and co-hire in the Institute for Computational and Data Sciences at Pennsylvania State Universit
摘要我们研究了民选官员在推特上传播错误信息中的作用。这是一个特别突出的在线人群,因为民选官员是公众、媒体、政府和行业中许多利益相关者的主要信息来源。我们分析了美国3000多名州议员在2020年和2021年期间发布的推文内容。具体来说,我们识别链接到不可靠内容的url的传播。我们最明显的发现是,共和党人分享的错误信息比民主党人多出一个数量级。此外,我们还发现了推文的时间趋势以及与跨党派和州界的错误信息相关的推文的独特模式。深入研究引用不可靠url的推文内容,可以发现有关选举诚信、堕胎、COVID-19政策和移民的讨论。此外,与关于不对称极化的文献一致,共和党人表现出更大的党派攻击倾向。我们还发现,州议员经常在推特上谈论州特有的话题。这些发现增强了我们对错误信息、政治沟通和国家政治的理解。关键词:错误信息twitter州立法委员政治沟通披露声明作者未报告潜在的利益冲突。与Facebook账号不同,我们无法通过账号验证来区分议员的官方账号和竞选账号。在不可靠的推文中,有13420条(99.84%)带有意识形态标签,只有22条未知的偏见url权重为1。本研究得到了美国国家科学基金会[2148215]的支持。作者简介:syehong Cassandra Tai,宾夕法尼亚州立大学社会数据分析中心博士后学者。她的研究领域涵盖公众舆论、公共政策、政治传播和中国政治,使用贝叶斯测量模型、文本分析和机器学习方法。Roan Buma是阿姆斯特丹自由大学通信科学系的一名研究员。他获得了阿姆斯特丹自由大学(Vrije Universiteit Amsterdam)社会科学研究硕士学位和政治学学士学位(cum laude)。他的研究兴趣包括民意、政治传播和数字媒体传播。目前,他参与了一个跨国研究项目,分析民粹主义的经济和文化根源;由阿姆斯特丹自由大学、罗马大学、伯明翰大学、Universität国立大学和埃克塞特大学合作完成。Bruce A. Desmarais, degranis - mccourtney早期职业政治学教授,社会数据分析中心主任,宾夕法尼亚州立大学计算与数据科学研究所共同聘任。他的研究主要集中在方法论的发展和应用上,主要集中在网络分析和机器学习上,这些研究促进了我们对政治、政策制定和公共管理基础上复杂的相互依存关系的理解。
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引用次数: 0
The 10-year anniversary of intense protest in Greece and the role of Facebook 希腊激烈抗议活动十周年,以及Facebook的作用
IF 2.6 2区 社会学 Q1 COMMUNICATION Pub Date : 2023-01-22 DOI: 10.1080/19331681.2023.2168818
Venetia Papa, M. Ioannou
ABSTRACT This study provides a comparative analysis of collective meaning-making processes by unpacking activists’ discourses (within and in relation to their polis) and online (on Facebook) during the financial, post-financial, and COVID-19 crises in Greece (2011–2021). By analyzing 71 semi-structured interviews with activists and 14,475 Facebook posts, we first evaluate actors’ identity progression, then identify the differences and commonalities between activists’ discourses attached to their collectivity, by investigating the role of Facebook therein. Our findings indicate that activists’ efforts to delimitate their identity, primarily around the detachment of citizens from their polis, paved the way for the (re)invention of the meaning-making practices of each collectivity. Thus, the formation of an overarching identity of the citizen as an activist-subject unites subjects over power struggles, despite their political differences.
本研究通过对希腊(2011-2021年)金融危机、金融后危机和COVID-19危机期间(2011-2021年)活动家(在其城邦内部和与其相关)和在线(在Facebook上)的话语进行拆解,对集体意义制造过程进行了比较分析。通过分析71个对活动家的半结构化访谈和14,475个Facebook帖子,我们首先评估了行动者的身份进展,然后通过调查Facebook在其中的作用,确定活动家附着在其集体中的话语之间的差异和共同点。我们的研究结果表明,积极分子努力界定他们的身份,主要围绕着公民从他们的城邦中分离出来,为每个集体的意义创造实践的(重新)发明铺平了道路。因此,公民作为活动主体的总体身份的形成将权力斗争中的主体团结起来,尽管他们的政治分歧。
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引用次数: 1
Where do countries stand in cloud computing readiness? A country-level analysis of capacity and potential 各国在云计算方面的准备情况如何?国家一级的能力和潜力分析
IF 2.6 2区 社会学 Q1 COMMUNICATION Pub Date : 2023-01-03 DOI: 10.1080/19331681.2022.2163735
Samit Tripathy, A. Sengupta, Amalendu Jyotishi
ABSTRACT Cloud computing has become relevant due to the increasing need for computing, storage, and communication over the internet. This growth, however, is not same across the geographies. While developed economies have adopted cloud-based services, emerging economies are still lagging. As digitization has become core to policy-level strategies, a slow adoption of cloud-based Information and Communications Technology (ICT) may impact growth. The adoption and growth of cloud-based services depends on the readiness of the broader ecosystem. This study evaluates the factors influencing the cloud computing readiness of selected countries. In the process, the study extends the existing understanding of the ranking system by providing additional insights into the countries’ performances against their potentials by using technical efficiency analysis. The study identifies and categorizes countries into four groups: aspirants, initiators, performers, and achievers. Results suggest that political-regulatory-business environment, investing in research and development, tertiary education, and knowledge-worker significantly impact cloud computing readiness.
随着互联网上对计算、存储和通信的需求日益增长,云计算变得越来越重要。然而,这种增长在各个地区并不相同。虽然发达经济体已经采用了基于云的服务,但新兴经济体仍然落后。由于数字化已成为政策层面战略的核心,基于云的信息通信技术(ICT)的缓慢采用可能会影响增长。基于云的服务的采用和发展取决于更广泛的生态系统的准备情况。本研究评估了影响选定国家云计算准备程度的因素。在此过程中,该研究扩展了对排名系统的现有理解,通过使用技术效率分析对各国的表现及其潜力提供了额外的见解。该研究将各国划分为四类:有志者、发起者、执行者和成功者。结果表明,政治-监管-商业环境、研发投资、高等教育和知识工作者显著影响云计算的准备程度。
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引用次数: 0
Facebook as a media digest: user engagement and party references to hostile and friendly media during an election campaign 脸书作为媒体摘要:用户参与度和政党在竞选期间对敌对和友好媒体的提及
IF 2.6 2区 社会学 Q1 COMMUNICATION Pub Date : 2022-12-16 DOI: 10.1080/19331681.2022.2157360
A. Ceron, Giovanni Pagano, Margherita Bordignon
ABSTRACT This paper investigates how parties spread news from traditional media on their social network accounts to engage followers. In particular, we address why parties would choose to include in the ‘media digest’ they carefully craft for their followers also content from ‘hostile’ media outlets and journalists. We analyze 4,586 Facebook posts published by the main Italian parties during the 2019 European election campaign, assessing the impact on readers’ engagement of counter-attitudinal and pro-attitudinal content from either hostile or friendly media. Our results show that parties skillfully exploit friendly and hostile sources alike to alternatively engage or outrage their followers.
摘要本文研究了当事人如何在其社交网络账户上传播传统媒体的新闻以吸引追随者。特别是,我们解释了为什么政党会选择在他们为其追随者精心制作的“媒体摘要”中包括来自“敌对”媒体和记者的内容。我们分析了意大利主要政党在2019年欧洲大选期间发布的4586条Facebook帖子,评估了来自敌对或友好媒体的反态度和亲态度内容对读者参与的影响。我们的研究结果表明,政党巧妙地利用友好和敌对的资源来交替地吸引或激怒他们的追随者。
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引用次数: 0
The Impact of Political Memes: a Longitudinal Field Experiment 政治模因的影响:一项纵向田野实验
IF 2.6 2区 社会学 Q1 COMMUNICATION Pub Date : 2022-11-30 DOI: 10.1080/19331681.2022.2150737
Tom Galipeau
ABSTRACT Can political memes on social media change citizens’ political attitudes? I show with an experimental method that exposing individuals to outgroup memes increases polarization, especially among strong party identifiers. Existing observational research demonstrates that political memes have a few functions: building discourse around leaders, forming a common identity, and influencing political opinions. The current literature on political memes does not address whether political memes have a measurable effect in a natural environment. This article employs a pre-post experimental design (n = 192) deployed through Facebook to fill this gap and assess whether political memes have a persuasive or polarizing effect on individuals. Experimental participants were randomly assigned to ideological groups on Facebook. Then, they were exposed to one political meme every other day for three months to simulate a natural environment. Results suggest that memes have, in general, minimal effect but can have a backlash effect, particularly among strong party identifiers. This article contributes to the political communication field by better understanding social media dynamics and, more precisely, the literature on political memes by experimentally assessing their effects on ideology and intergroup feelings.
摘要社交媒体上的政治迷因能改变公民的政治态度吗?我用一种实验方法表明,将个人暴露在群体外模因中会加剧两极分化,尤其是在强大的政党识别者中。现有的观察研究表明,政治模因有几个功能:围绕领导人建立话语,形成共同身份,影响政治观点。目前关于政治模因的文献并没有涉及政治模因在自然环境中是否具有可衡量的影响。本文采用了一种通过Facebook部署的前后实验设计(n=192)来填补这一空白,并评估政治模因是否对个人有说服力或两极分化的影响。实验参与者被随机分配到Facebook上的意识形态小组。然后,在三个月的时间里,他们每隔一天就接触一个政治迷因,以模拟自然环境。结果表明,一般来说,模因的影响很小,但可能会产生反弹效应,尤其是在强大的政党识别者中。本文通过实验评估政治模因对意识形态和群体间情感的影响,更好地理解了社交媒体的动态,更准确地说,理解了关于政治模因的文献,为政治传播领域做出了贡献。
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引用次数: 0
Good and pissed: gendered emotional appeals on Twitter 好的和愤怒的:推特上的性别情感诉求
IF 2.6 2区 社会学 Q1 COMMUNICATION Pub Date : 2022-11-14 DOI: 10.1080/19331681.2022.2144978
A. Russell, Heather K. Evans, Bryan T. Gervais
ABSTRACT Persistent gender stereotypes portray women as pleasant and polite, but in the wake of the #MeToo movement and polarized politics, female candidates are turning to Twitter and they aren’t hiding their frustration. Congressional candidates use Twitter to connect with voters, but political stalemates over health care, reproductive rights, and pay equity are the fodder for female candidates’ emotionally charged rhetoric on Twitter. Women are running and winning at rates comparable to men, but female candidates are relying on emotional appeals in distinct ways from their male counterparts. We use a dataset of tweets by candidates for the U.S. House from 2016–2020 to evaluate gender-based differences in the emotional appeals candidates make on Twitter. We find that women running for office adopt a unique style of angry emotional appeals on Twitter, as female candidates defy stereotypes by incorporating more angry rhetoric in their tweets. These differences persist after accounting for differences in party, electoral success, district competitiveness, and other potential confounds. Our research demonstrates that women seeking congressional office act differently than men in their self-presentation online, and offers insight into how anger has become central to online messaging.
摘要持续存在的性别刻板印象将女性描绘成讨人喜欢和有礼貌的人,但在#MeToo运动和两极分化的政治之后,女性候选人转向了推特,她们毫不掩饰自己的沮丧。国会候选人使用推特与选民建立联系,但在医疗保健、生殖权利和薪酬公平问题上的政治僵局是女性候选人在推特上发表情绪激动言论的素材。女性的竞选和获胜率与男性相当,但女性候选人以不同于男性的方式依赖情感吸引力。我们使用2016年至2020年美国众议院候选人的推文数据集来评估候选人在推特上的情感诉求中基于性别的差异。我们发现,竞选公职的女性在推特上采用了一种独特的愤怒情绪诉求风格,因为女性候选人在推特中加入了更多愤怒的言辞,从而打破了刻板印象。在考虑了政党、选举成功率、地区竞争力和其他潜在混淆因素的差异后,这些差异仍然存在。我们的研究表明,寻求国会职位的女性在网上自我展示时的行为与男性不同,并深入了解了愤怒是如何成为在线信息的核心的。
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引用次数: 0
Outside the Bubble: social media and political participation in western democracies 泡沫之外:西方民主国家的社交媒体和政治参与
IF 2.6 2区 社会学 Q1 COMMUNICATION Pub Date : 2022-10-19 DOI: 10.1080/19331681.2022.2136321
Andreas Jungherr
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引用次数: 12
The (null) over-time effects of exposure to local news websites: Evidence from trace data 接触当地新闻网站的(零)随时间的影响:来自追踪数据的证据
IF 2.6 2区 社会学 Q1 COMMUNICATION Pub Date : 2022-09-22 DOI: 10.1080/19331681.2022.2123878
J. Cronin, J. Gonçalves, Magdalena E. Wojcieszak, Bernhard Clemm von Hohenberg, Ericka Menchen-Trevino
ABSTRACT Scholars and observers attribute many democratic benefits to local news media. This paper examines exposure to local and national news media websites, side-by-side in one model, testing their over-time effects on political participation, knowledge, and affective and attitude polarization. We test whether traditionally disengaged or disadvantaged groups (i.e., racial minorities, those with low education levels, politically disinterested, and those who do not consume national news), may particularly benefit from local news consumption. To this end, we combine three-wave panel surveys (final N = 740) with 9 months worth of web browsing data submitted by the same participants (36 million visits). We identify exposure to local and national news sites using an extensive list of news domains. The results offer a robust pattern of null findings. Actual online exposure to local news has no over-time effects on the tested outcomes. Also, exposure to local news sites does not exert especially strong effects among the tested sub-groups. We attribute these results to the fact that news visits account for a small fraction of citizens’ online activities, less than 2% in our trace data. Our project suggests the need to evaluate the effects of local news consumption on the individual level.
摘要学者和观察家们将许多民主利益归功于地方新闻媒体。本文在一个模型中并排研究了地方和国家新闻媒体网站的曝光率,测试了它们对政治参与、知识、情感和态度两极分化的长期影响。我们测试了传统上脱离社会或处于不利地位的群体(即少数种族、低教育水平的群体、政治上无私的群体和不消费国家新闻的群体)是否会特别受益于当地新闻消费。为此,我们将三波小组调查(最终N=740)与同一参与者提交的9个月的网络浏览数据(3600万次访问)相结合。我们使用广泛的新闻领域列表来确定地方和国家新闻网站的曝光率。结果提供了一种稳健的零发现模式。实际在线接触当地新闻对测试结果没有长期影响。此外,接触当地新闻网站并没有在受试的子群体中产生特别强烈的影响。我们将这些结果归因于这样一个事实,即新闻访问只占公民在线活动的一小部分,在我们的追踪数据中不到2%。我们的项目建议有必要在个人层面上评估当地新闻消费的影响。
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引用次数: 2
Feminist women’s online political participation: empowerment through feminist political attitudes or feminist identity? 女性主义女性的网络政治参与:通过女性主义政治态度或女性主义身份赋予权力?
IF 2.6 2区 社会学 Q1 COMMUNICATION Pub Date : 2022-09-20 DOI: 10.1080/19331681.2022.2119320
Katharina Heger, C. Hoffmann
ABSTRACT Citizens in modern democracies have a continuously expanding set of tools at their disposal through which they seek to exercise influence on politics, including digital modes of participation. However, the usage of these tools is still gendered to the disadvantage of women. Feminist attitudes have been shown to have a positive impact on women’s political participation, yet this effect is deeply interwoven with the empowering effect of a feminist identity. Based on an online survey of more than 300 German female Internet users self-labeling as feminists, we develop a comprehensive measure of a feminist identity and analyze the interplay of three distinct sets of feminist attitudes and a feminist identity on online political participation. To gain a fine-grained understanding of the impact of feminist cognitions on online political participation, we differentiate general political online behaviors from those geared toward women’s rights and feminist objectives. We find a feminist identity to be a strong predictor of both types of online political participation, with a stronger effect on feminist online participation. Our findings provide important insights into the empowering role of a feminist identity on women’s political behavior on the Internet.
摘要现代民主国家的公民拥有一套不断扩大的工具,他们可以通过这些工具来对政治施加影响,包括数字参与模式。然而,这些工具的使用仍然存在性别歧视,对妇女不利。女权主义态度已被证明对妇女的政治参与有积极影响,但这种影响与女权主义身份的赋权效应密切交织。基于对300多名自称女权主义者的德国女性互联网用户的在线调查,我们对女性主义身份进行了全面的衡量,并分析了三种不同的女性主义态度和女性主义身份对网络政治参与的相互作用。为了深入了解女权主义认知对网络政治参与的影响,我们将一般的网络政治行为与那些旨在维护妇女权利和女权主义目标的行为区分开来。我们发现,女性主义身份是两种类型的网络政治参与的有力预测因素,对女性主义网络参与的影响更大。我们的研究结果为女权主义身份在女性互联网政治行为中的赋权作用提供了重要的见解。
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引用次数: 2
Patterns of Negative Campaigning during the 2019 European Election: Political Parties’ Facebook Posts and Users’ Sharing Behaviour across Twelve Countries 2019年欧洲大选期间的负面竞选模式:12个国家政党的Facebook帖子和用户的分享行为
IF 2.6 2区 社会学 Q1 COMMUNICATION Pub Date : 2022-09-01 DOI: 10.1080/19331681.2022.2115598
Paweł Baranowski, S. Kruschinski, U. Russmann, J. Haßler, M. Magin, Bene Márton, A. Ceron, D. Jackson, D. Lilleker
ABSTRACT Focusing on the 2019 European Parliament campaign, we investigate parties’ engagement in negative campaigning on Facebook and the relationship to a parties’ ideology and their status as governing versus opposition party at the national level. Manual coding of 8,153 Facebook posts of parties from twelve European countries shows parties create less negative posts than positive and neutral ones. However, these negative posts attract more shares than positive, neutral, and balanced statements, which increases their prominence on the platform. Hence, users and algorithms create a negative campaign environment on Facebook to a greater extent than parties.
以2019年欧洲议会竞选为重点,我们调查了政党在Facebook上参与负面竞选活动的情况,以及政党意识形态与政党在国家层面的执政与反对党地位之间的关系。对来自12个欧洲国家的8153个政党的Facebook帖子进行人工编码后发现,政党发布的负面帖子比积极和中立的帖子要少。然而,这些负面的帖子比正面、中性和平衡的帖子吸引了更多的分享,这增加了它们在平台上的突出地位。因此,用户和算法在Facebook上创造的负面竞选环境比政党更大。
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引用次数: 0
期刊
Journal of Information Technology & Politics
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