{"title":"Perceiving Affective Polarization in the United States: How Social Media Shape Meta-Perceptions and Affective Polarization","authors":"Christian Staal Bruun Overgaard","doi":"10.1177/20563051241232662","DOIUrl":"https://doi.org/10.1177/20563051241232662","url":null,"abstract":"Affective polarization is on the rise, not least in the United States. Recent scholarship has identified meta-perceptions, concerning how much opposing partisans think they dislike each other, as a potential driver of actual interparty animosity. I theorize that social media content shapes people’s political meta-perceptions, which in turn influence affective polarization. I integrate prior work on meta-perceptions with research on intergroup conflict and social norms to distinguish perceptions about people’s ingroup from perceptions about their outgroup. A probability sample ( n = 825) shows outgroup meta-perceptions (i.e., perceptions about the outparty’s feelings toward the inparty) are linked to actual affective polarization. Ingroup meta-perceptions do not predict affective polarization above and beyond outgroup meta-perceptions. An original experiment ( n = 541) then examines the proposed causal pathway by exposing subjects to politically unifying, divisive, or neutral media content. In line with the proposed model, unifying content reduces affective polarization, and this effect is mediated by political meta-perceptions. Surprisingly, divisive content has no effects on meta-perceptions or affective polarization. These findings have theoretical implications for research on social media, perceptions, and intergroup relations. These, as well as practical implications, are discussed in light of mounting concerns about increasing affective polarization and the role social media may play in exacerbating it.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"48 1","pages":""},"PeriodicalIF":5.2,"publicationDate":"2024-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139939010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yiran Duan, Charis Owuraku Asante-Agyei, Rebecca Kelly, Jeff Hemsley
{"title":"A Practice Theory Perspective on Dribbble and the Evolving Design Industry","authors":"Yiran Duan, Charis Owuraku Asante-Agyei, Rebecca Kelly, Jeff Hemsley","doi":"10.1177/20563051241228601","DOIUrl":"https://doi.org/10.1177/20563051241228601","url":null,"abstract":"As social media continues to integrate into people’s everyday lives, some sites provide a space for people to present their work and connect with others. This study seeks to understand how Dribbble.com (hereafter, Dribbble), a site created in 2009 for visual designers to showcase their work, plays a role in the transformation of the visual design industry. We use practice theory perspectives to interpret 30 semistructured interviews with active Dribbble users. We find that the niche site Dribbble, along with the constellation of sites around it, is changing professional design practices, in both positive and negative ways. In this study, the focus looks at the ways the work of design professionals unfolds. Our participants, professional designers on Dribbble report that the site changes how they find inspiration to solve design problems, give and receive design feedback from/for other designers, and look for jobs. Our work suggests that by being a primary source of inspiration for many designers, Dribbble may be influencing trends in the wider industry. In addition, Dribbble may be nudging the design industry into a more global stance with respect to hiring designers. Our work contributes to social media studies by showing a link between a design site such as Dribbble and changing practices in the design industry. It also contributes to the literature by looking beyond Twitter, Facebook, and Reddit into practices on smaller social media sites.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"8 1","pages":""},"PeriodicalIF":5.2,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139939059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Digital Diaspora Activism at the Margins: Unfolding Rohingya Diaspora Interactions on Facebook (2017–2022)","authors":"Anas Ansar, Julian Maitra","doi":"10.1177/20563051241228603","DOIUrl":"https://doi.org/10.1177/20563051241228603","url":null,"abstract":"This study maps the Rohingya diaspora’s digital engagement on Facebook and explores how their participation has transformed over the years. Using the CrowdTangle analytics platform, this mixed-methods study presents the Rohingya community’s collective engagement on Facebook across six years, from January 2017 to December 2022. It comprises 47 Rohingya diaspora FB pages that published 34,905 posts and received nearly 8 million user interactions. Revealing their yearly transformation in interactions on Facebook, this study uncovers their contextual embodiment—within the increasingly complex and ever-changing regional and global socio-political landscape. Three key insights emerged from our findings. First, memories of loss, suffering, and longing for home intertwine in Rohingya transnational digital connectivity. In this remembrance process, Arakan (Rakhine) remains the place of reference and the center of gravity in their multi-layered identity formation and political mobilization. Second, as a gateway to seek global attention and articulate their political grievances, Rohingyas compose a coherent, unified, and human rights-based discourse on Facebook. Through such framing, they create an oppositional consciousness, drawing positive attention to their plight and the injustice they have endured for decades. Third, Islam, Muslim solidarity, and the narrative of Muslim victimhood emerge as indisputable markers in their identity (re)construction and manifesting political resistance. Anchoring on Islam, they build bridges between the scattered diaspora members and transcend their local struggle to the global audience, cementing the nexus between their Muslim identity and discrimination by the Buddhist-majority Myanmar government.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"34 1","pages":""},"PeriodicalIF":5.2,"publicationDate":"2024-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139939056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Brian McDermott, Tara Marie Mortensen, Robert A. Wertz
{"title":"Measuring the Effect of Presentational Context and Image Authorship on the Credibility Perceptions of Newsworthy Images","authors":"Brian McDermott, Tara Marie Mortensen, Robert A. Wertz","doi":"10.1177/20563051241229656","DOIUrl":"https://doi.org/10.1177/20563051241229656","url":null,"abstract":"Photojournalists publish images they have created in news publications and on social media, and images captured by ordinary citizens sometimes appear in journalism spaces. This study examines how the professionalism of a photograph’s authorship and presentational context influence the perceived credibility of the image using a two (photographer; staff or amateur) by two (image presentational context; news site or social media) quasi experiment. The small difference in how respondents rate the credibility of the images suggests that, broadly, participants in this study are willing to accept newsworthy images as credible on social media, and social media images as credible in the news.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"29 1","pages":""},"PeriodicalIF":5.2,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139938955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ozgur Can Seckin, Aybuke Atalay, Ege Otenen, Umut Duygu, Onur Varol
{"title":"Mechanisms Driving Online Vaccine Debate During the COVID-19 Pandemic","authors":"Ozgur Can Seckin, Aybuke Atalay, Ege Otenen, Umut Duygu, Onur Varol","doi":"10.1177/20563051241229657","DOIUrl":"https://doi.org/10.1177/20563051241229657","url":null,"abstract":"The prevalence of the anti-vaccine movement in today’s society has become a pressing concern, largely amplified by the dissemination of vaccine skepticism. During the early stages of the COVID-19 pandemic, the vaccination debate sparked controversial debates on social media platforms such as Twitter, which can lead to serious consequences for public health. What determines anti-vax attitudes is an important question for understanding the source of the campaigns and mitigating the misinformation spread. Compared with other countries, Türkiye differentiates itself with high vaccination rates and lack of political support for anti-vaxxers despite its highly polarized political system. Analyzing Turkish Twittersphere, we explore several mechanisms capturing content production and behaviors of accounts within the pro- and anti-vax segments in online vaccine-related discussions. Our findings indicate there is no relation between political stance and anti-vaccine attitude. Both supporters of vaccination (pro-vaxxers) and opponents (anti-vaxxers) can be found across the political spectrum. Moreover, linguistic differences reveal that anti-vaxxers employ more emotional language, while pro-vaxxers express more skepticism. Notably, automated accounts are less prevalent leading to difficulty in assessing genuine support for vaccines, while anti-vaccine bots produce slightly more content. These findings have crucial implications for vaccine policy, emphasizing the importance of understanding diverse language patterns and beliefs among anti-vaxxers and pro-vaxxers to develop effective communication strategies at the national level.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"41 1","pages":""},"PeriodicalIF":5.2,"publicationDate":"2024-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139938920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Social Media and Perceived Political Polarization: Role of Perceived Platform Affordances, Participation in Uncivil Political Discussion, and Perceived Others’ Engagement","authors":"Macau K. F. Mak, Mengyu Li, Hernando Rojas","doi":"10.1177/20563051241228595","DOIUrl":"https://doi.org/10.1177/20563051241228595","url":null,"abstract":"This research applies a perceived affordance approach to examine the distinctive role of social media technologies in shaping (mis)perceptions of political polarization. We argue that users’ perceptions of platform affordances influence both (a) their self-participation in uncivil political discussion on social media and (b) perceptions of others’ engagement, which eventually shape their perceptions of polarization. Our analysis of US survey data found that perceptions of lower privacy and stronger network association on Facebook are related to perceptions of a higher level of uncivil discussion by other users, which in turn predicts greater perceived polarization. Perceptions of higher anonymity relate to higher self-participation in uncivil discussion, which is surprisingly associated with perceptions of reduced polarization. Our follow-up experimental study illustrated that participants with more frequent engagement in uncivil discussion, irrespective of interacting with civil or uncivil comments, showed consistently higher levels of intrapersonal reflection, which reduces perceived polarization.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"42 1","pages":""},"PeriodicalIF":5.2,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139938938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"When Stories Turn Institutional: How TikTok Users Legitimate the Algorithmic Sensemaking","authors":"Dragoș M. Obreja","doi":"10.1177/20563051231224114","DOIUrl":"https://doi.org/10.1177/20563051231224114","url":null,"abstract":"Educational, political, or moral/religious content is increasingly present on TikTok, so contemporary social dynamics legitimize the process of digital mediation regarding these institutional values. Based on 286 open-ended survey answers and subsequent interviews with 45 Romanian TikTok users, this article applies social constructivism to explore the intersubjective side of algorithmic experiences. The significance of such a framework lies in its ability to elucidate the manner in which users actively construct their social environments, which may initially appear as isolated individual experiences but ultimately unveil shared algorithmic interpretations. Thus, the participants highlight three recurrent institutional themes in relation to TikTok’s algorithm: (1) algorithm as political profiling, (2) algorithm as moral plethora, and (3) algorithm as educational benchmark. Findings show that users’ stories related to algorithms are widely conceived within institutional frameworks. These narratives play a role in shaping what Berger and Luckmann call “intersubjective sedimentation” within the intricate interconnection between institutional and algorithmic realities. The ways in which TikTok users legitimize the presence of these institutional actors on their For You page should be seen as a form of agency negotiation between users and machines. The legitimating role of stories about algorithms also highlights the institutional necessity of intergenerational socialization, which is why the contents made by such institutional actors are more and more actively mediated through TikTok.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"28 1","pages":""},"PeriodicalIF":5.2,"publicationDate":"2024-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139939050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"“Memes Save Lives”: Stigma and the Production of Antivaccination Memes During the COVID-19 Pandemic","authors":"Stephanie Alice Baker, Michael James Walsh","doi":"10.1177/20563051231224729","DOIUrl":"https://doi.org/10.1177/20563051231224729","url":null,"abstract":"Disinformation research is increasingly concerned with the hierarchies and conditions that enable the strategic production of false and misleading content online. During the COVID-19 pandemic, it was revealed that 12 influencers were responsible for a significant volume of antivaccine disinformation. This article examines how influencers use antivaccination memes for commercial and political gain. Drawing on a 12-month digital ethnography of three disinformation producers on Instagram and Telegram, we conceptualize their strategy of meme warfare in terms of the logics of spoiled identity, demonstrating how stigma is used to galvanize and recast the antivaccination movement around themes of persecution and moral superiority. Dispensing with the idea that content moderation has forced disinformation “underground,” we find that disinformation producers configure memes to adapt to specific platforms by directing mainstream audiences to less regulated platforms, personal newsletters, and sites. By examining the tactics and techniques disinformation producers use to spread antivaccination messaging online, we question the effectiveness of content moderation policies as a solution to regulate influencers whose visibility and status strategically straddle multiple sites in the broader information ecosystem.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"7 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2024-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139939006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alex Kresovich, Andrew H. Norris, Chandler C. Carter, Yoonsang Kim, Ganna Kostygina, Sherry L. Emery
{"title":"Deciphering Influence on Social Media: A Comparative Analysis of Influential Account Detection Metrics in the Context of Tobacco Promotion","authors":"Alex Kresovich, Andrew H. Norris, Chandler C. Carter, Yoonsang Kim, Ganna Kostygina, Sherry L. Emery","doi":"10.1177/20563051231224268","DOIUrl":"https://doi.org/10.1177/20563051231224268","url":null,"abstract":"Influencer marketing spending in the United States was expected to surpass $6 billion in 2023. This marketing tactic poses a public health threat, as research suggests it has been utilized to undercut decades of public health progress—such as gains made against tobacco use among adolescents. Public health and public opinion researchers need practical tools to capture influential accounts on social media. Utilizing X (formerly Twitter) little cigar and cigarillo (LCC) data, we compared seven influential account detection metrics to help clarify our understanding of the functions of existing metrics and the nature of social media discussion of tobacco products. Results indicate that existing influential account detection metrics are non-harmonic and time-sensitive, capturing distinctly different users and categorically different user types. Our results also reveal that these metrics capture distinctly different conversations among influential social media accounts. Our findings suggest that public health and public opinion researchers hoping to conduct analyses of influential social media accounts need to understand each metric’s benefits and limitations and utilize more than one influential account detection metric to increase the likelihood of producing valid and reliable research.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"141 1","pages":""},"PeriodicalIF":5.2,"publicationDate":"2024-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139943149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"“It Was Very Hard for Me to Keep Doing That Job”: Understanding Troll Farm’s Working in the Arab World","authors":"Marina Ayeb, Tiziano Bonini","doi":"10.1177/20563051231224713","DOIUrl":"https://doi.org/10.1177/20563051231224713","url":null,"abstract":"This article investigates the production culture and routines of “troll farms” in three Arab countries—Tunisia, Egypt, and Iraq—from a production studies approach. A production studies approach enables us to focus on the working conditions of paid trolls. We employed qualitative methods to look inside the “black box” of Arab troll farms. From February to April 2020, we conducted semi-structured interviews with eight disinformation workers at both managerial and staff levels. We propose to understand disinformation work as a specific type of digital labor, characterized by very intense shifts and emotionally burdensome daily tasks, absence of legal job contracts, and highly surveilled work environments. The article contributes to understand disinformation practices outside and beyond the West; it situates disinformation activities within the broader context of digital media industries; it provides a detailed analysis of the features that distinguish troll farms in the Arab world from those that emerged in other regions of the Global South; and it reconnects the research on disinformation to digital labor studies.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"88 1","pages":""},"PeriodicalIF":5.2,"publicationDate":"2024-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139943147","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}