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Private security companies (PSCs) blur the lines between the public and the private sector through the provision of services to state militaries. Based on a multi-modal qualitative content analysis of YouTube recruitment videos aimed at veterans, we show how PSCs also challenge these boundaries through their hiring practices. By relating to veterans’ past as hero warriors and by envisioning their future as corporate soldiers, the companies appear as ‘like-military’ and as allowing ex-militaries to ‘continue their mission’. The findings contribute to scholarly debates about the privatization of security. They illustrate that similarly to the public sector, the private is also re-constituted through the military values that veterans introduce. The study adds to the literature on the visualization of war showing how video-based platforms allow security actors such as PSCs to construct their corporate identity in ambivalent ways by appealing to different emotional levels and by giving rise to different narratives.
Adopting the activity-audience framework, this study examined how different social media activities among a group of ethnic minority students associated with acculturation. It took a Qual-Quant sequential design by interviewing 44 secondary school ethnic minority students in Hong Kong first to conceptualize the potential relationships and then surveying 565 students to test the conceptual model. It found that different social media activities associated differently with acculturation; in contrast to the weak association of communication with friends and schoolmate, consuming mainstream culture-related information and interacting with strangers from the mainstream culture were the important determinators of the students’ bicultural competence and bicultural identity. Cognitive appraisal positively mediated the contribution of information consumption, whereas communication with strangers was mediated positively by behavioral appraisal but negatively by affective appraisal. The findings advocate a differentiated approach toward utilizing the affordances of social media activities for acculturation.
With increasing socioeconomic precarity and ecological threat, resilience has become the individual responsibility and moral obligation of the neoliberal subject. Digital labor platforms are a clear expression and beneficiary of this development, offering hustling as a way to gain resilience as a micro-entrepreneur. However, we present evidence to the contrary, demonstrating how hustling in the digital economy erodes resilience on a systemic level. For this purpose, we draw on an in-depth, ecological ethnography about Poshmark, a social commerce platform for predominantly female hustlers to sell clothes. We tell the story of a pattern set in motion by the rapid scaling of the platform, which requires hustlers to do more and more click-work to yield smaller and smaller sales. As a result, they are caught up in a runaway dynamic that erodes the resilience of the ecology as a whole.
This study replicated and expanded social comparison theory predictions in regard to how exposure to online models and explicit comparison goals affected planned behaviors and self-efficacy to lose weight in men and women. A 2 (models’ attractiveness: more attractive vs less attractive) × 2 (models’ weight status: lower vs higher) × 2 (explicit social comparison instructions: present vs absent) × 2 (gender: female vs male) factorial design was adopted (
As opportunities for social interactions proliferate online, questions arise as to how engagement in such activities may relate to mental health. Given older adults’ shrinking networks and increasing use of information and communication technologies (ICTs), online interactions could offer alternatives for connections that could ultimately benefit older users’ mental health. This article examines associations between older adults’ online social engagement and their mental health. Using data from an online survey of older adults ages 60+, we find positive and negative associations between different forms of online social engagement and anxiety. In terms of depression, two forms of online social engagement showed positive associations with this mental health indicator. Our results can help explain inconclusive findings of previous research on ICT use and mental health by looking at how specific online social activities relate to mental health.
Internet, social media, and app shutdowns have become frequent, not only in authoritarian states but also in emerging and fragile democracies. As Russian authorities enforced a legal blockage to Instant Messenger Telegram during the past 2 years, many users kept using the app seamlessly thanks to what we call a subversive affordance: a built-in proxy functionality that allows users to seamlessly circumvent the blockage. We claim it is subversive because it allows users to overcome the blockage as the consequence of the app’s development, with a significant fraction of users who did not have to take action to bypass the blockage. By conducting an online survey and performing a meta-cluster analysis, we found a group we labeled
The cyberbullying field has quickly expanded in the past 20 years and especially includes strong emphases on diverse and marginal youth groups. However, the field’s literature defines cyberbullying in widely diverging ways while lacking consideration of how diverse youth groups themselves define and apply the term cyberbullying. This article aimed to consider how culturally, sexuality and gender-diverse youth understandings, experiences and interpretations of cyberbullying can be used to redress gaps in current academic notions of cyberbullying. Semi-structured interviews were conducted with 19 young people exploring their understandings, interpretations and experiences of cyberbullying. Participants were aged 18–25 years and self-identified as from a culturally and linguistically diverse (CALD) background and/or part of the LGBTQIA+ community. Interview question themes explored participants’ social media engagement, online communities and cyberbullying experiences. NVivo was used to perform thematic analyses. Findings largely suggested that the confusion regarding the term and definition of cyberbullying among researchers is also reflected in the population of diverse young people’s understandings and interpretations of cyberbullying. Whether these conflicted definitions were due to the confusion among youth populations or because academics and policymakers have failed to communicate a clear cyberbullying definition to the public was unclear. Considerations and future directions around the language and behaviours that should be included in a definition of cyberbullying are suggested to more clearly communicate the concept to future respondents and to the wider community.
Digital well-being concerns individuals’ subjective well-being in a social environment where digital media are omnipresent. A general framework is developed to integrate empirical research toward a cumulative science of the impacts of digital media use on well-being. It describes the nature of and connections between three pivotal constructs: digital practices, harms/benefits, and well-being. Individual’s digital practices arise within and shape socio-technical structural conditions, and lead to often concomitant harms and benefits. These pathways are theoretically plausible causal chains that lead from a specific manifestation of digital practice to an individual well-being-related outcome with some regularity. Future digital well-being studies should prioritize descriptive validity and formal theory development.
Digital microwork consists of remote and highly decontextualized labor that is increasingly governed by algorithms. The anonymity and granularity of such work is likely to cause alienation among workers. To date, we know little about how workers reconcile such potential feelings of alienation with their simultaneous commitment to the platform. Based on a longitudinal survey of 460 workers on a large microworking platform and a combination of quantitative and qualitative analyses, we show that (1) alienation is present in digital microwork. However, our study also finds that (2) workers’ commitment to the platform over time may alter their subjective perceptions of alienation. Drawing from qualitative statements, we show (3) how workers perform identity work that might help reconcile feelings of alienation with simultaneous platform commitment. Our findings contribute to solving the paradox of worker commitment to precarious platform labor, which is an issue frequently raised in the digital labor literature.
This study examines the global diffusion of Black Lives Matter (BLM) as digitally networked connective action. Combining social network analysis with qualitative textual analysis, we show that BLM was hybridized in different ways to give voice to local struggles for social justice in Brazil, India, and Japan. However, BLM’s hybridization stirred right-wing backlash within these countries that not only targeted local movements but BLM too. Theoretically, we argue that both transnational contiguities and intra-cultural tensions shape the construction of meanings—or “action frames”—as connective action crosses cultural borders.
Spatial media has received impetus in recent studies, arguing that its function as a mediator of meaning and enabler of intimacy are critical in late modernity. We suggest that spatial media not only liquefies key institutions of modernity but also replaces them. We conducted interviews with men who use spatial media to realize intimacy. In our analysis, we reference the fictional Star Trek universe to illustrate how spatial media may function as an institution. In the figure of the Borg, human-tech borders are eliminated, control is exerted through collective decisions, and bodies are assimilated into an expanding beehive-like community. Similarly, spatial media enables the liquefaction of human-tech borders, the creation of new sets of rules and hierarchies, and the assimilation of intimacy practices. We thereby conclude that digital media not only drive a process of liquefaction but also the forging of new institutional structures that condition the realization of intimacy.
This article explores how the prevalence of deadpan and ironic modes of humour undermines the possibility of clear and stable interpretation in online contexts. Analysing key examples of online deadpan humour through the lens of literary and critical models of irony, I argue that the decontextualisation of deadpan humour in online spaces accentuates the deadpan comic mode’s tendency towards ambiguity in ways that hypothetically destabilise any claim to textual certainty. Drawing on the work of Pierre Bourdieu, I propose the ‘comic disposition’ as a means to theorise how audiences learn to process the comic ambiguity of online deadpan humour, and suggest how the ‘comic disposition’ can be understood to inform observed tendencies towards distrust and confusion in digital culture.
This study employs the orientation–stimulus–reasoning–orientation–response (O-S-R-O-R) framework to examine how multi-platform news consumption is associated with civic participation during the COVID-19 pandemic (offline and via social media) and how this relation is mediated by civic talk and civic attitudes. A survey was administered to 1500 adults in Belgium. Results from structural equation modelling indicate how civic talk with weak ties is not associated with civic attitudes or participation. Analysis of indirect effects reveals that multi-platform news consumption stimulates two different types of participation, through civic talk with strong ties and civic attitudes. The results shed light on previously unexplored pathways towards participation, while providing support for the O-S-R-O-R framework and highlighting the role of social media as an emerging arena for civic participation.
Cross-sectional research suggests a small, inverse association between social media use and body satisfaction. However, less is known regarding prospective, bidirectional, or mediating effects. In line with sociocultural theory, this study used a three-wave design to examine direct and indirect effects between social media use and body satisfaction, via thin-ideal and muscular-ideal internalisation and social comparisons. Adolescents (
How do the idealised promises and purposes of urban informatics compare to the material politics and practices of their implementation? To answer this question, I ethnographically trace the development of two data dashboards by strategic planners in an Australian city over the course of 2 years. By studying this techno-political process from its origins onward, I uncovered an interesting story of obdurate institutions, bureaucratic momentum, unexpected troubles, and, ultimately, frustration and failure. These kinds of stories, which often go untold in the annals of innovation, contrast starkly with more common framings of technological triumph and transformation. They also, I argue, reveal much more about how techno-political systems are actualised in the world.
This article analyses the discursive construction of the limits of webcamming in terms of service agreements by BongaCams, LiveJasmin and Chaturbate, three of the world’s most popular webcam sex platforms. Through this analysis, the moderation practices in the webcamming industry are examined. Regulation of sexual platforms and its implications for representations of online sex work are still largely unclear. Through a critical discourse analysis of seven webcam platform terms of service documents, this article scrutinises the norms for camming as dictated by industry leading platforms. This analysis shows that these platforms, for legal and financial reasons, reject the idea of camming as sexually explicit or as (sex) work. Such a construction of camming limits sexual expression online, obstructs online sex workers’ labour rights and perpetuates sex work stigma. This article sheds light on how digital platforms can establish and maintain norms which regulate users’ online expressions, working conditions and representations.
Better understanding of social media uses in crisis situations can help improve disaster management by policy-makers, organizations, businesses, and members of the public. It can also build theoretical understanding of how social life and citizenship incorporate social media usage. This study tracks the evolution of public sentiment in Wuhan, China, during the first 12 weeks after the identification of COVID-19 on the Chinese microblogging platform Sina Weibo. Data consist of 133,079 original Sina Weibo posts dealing with the novel coronavirus. The relative prevalence of eight different emotion groups is traced longitudinally using the ROST Content Mining System and the Emotion Vocabulary of Dalian University of Technology. The study finds a progression from confusion/fear, to disappointment/frustration, to depression/anxiety, then finally to happiness/gratitude. It argues that this progression indexes the changing affective energies of digital medical citizenship, which in turn indicates the context for intervention in future crises.
Some people live in social media “news deserts,” while others are embedded in online networks that are rich in news content. These news deserts represent a new form of digital inequality—distinct from problems of access, resources, or civic skills—that could foreclose one of the ways social media are believed to contribute to informing citizens and engaging them in democratic processes: providing opportunities for incidental news exposure. This study investigates incidental exposure on social media platforms, drawing on an online survey administered just before the 2018 US Midterm Elections (
As Godwin’s Law states, “as a discussion on the Internet grows longer, the likelihood of a person being compared to Hitler, or another Nazi reference, increases.” However, even though the theoretical probability of an infinitely long conversation including any term should approach 1.0, in practice, conversations cannot be infinite in length, and this long-accepted axiom is impossible to observe. By analyzing 199 million Reddit posts, we note that, after a certain point, the probability of observing the terms “Nazi” or “Hitler” actually decreases significantly with conversation length. In addition, a corollary of Godwin’s Law holds that “the invocation of Godwin’s Law is usually done by an individual that is losing the argument,” and, thus, that comparisons to Nazis are a signal of a discussion’s end. In other words, comparing one’s interlocutor to Hitler is supposed to be a conversation-killer. While it is difficult to determine whether a discussion on a given topic ended or not in a large dataset, we observe a marked increase in conversation length when the words “Hitler” or “Nazi” are newly interjected. Given that both of these observations challenge widely accepted and intuitive truisms, other words were run through the same set of tests. Within the context of the initial question, these results suggest that it is not inevitable that conversations eventually disintegrate into
In tandem with the increasing role of Influencers in culture and commerce, Influencers’ advertorial disclosures have become controversial in many countries, including South Korea. In August 2020, under the accusations by tabloids and other YouTubers, several famous Influencers were embroiled in the “backdoor advertising scandal,” wherein Influencers deftly advertise products in exchange for a significant amount of money from sponsoring companies, without any notice to followers. This article focuses on two (in)famous Influencers in the scandal: fashion stylist Han Haeyoun and
With restricted face-to-face interactions, COVID-19 lockdowns and distancing measures tested the capability of computer-mediated communication to foster social contact and wellbeing. In a multinational sample (
The Internet and social media create an environment in which individuals can selectively approach information supporting their political worldviews while also being incidentally exposed to socially shared information that challenges their beliefs. These competing information consumption patterns may help explain whether and how digital media contribute to affective polarization (i.e. affect-based division between political groups). This study examines how pro-attitudinal selective exposure and counter-attitudinal incidental exposure in tandem influence political emotions. Using data from 2, two-wave panel surveys conducted during the 2016 and 2020 US presidential elections, our findings demonstrate that seeking consonant political information is consistently associated with anger toward political opponents and enthusiasm toward like-minded partisans. In contrast, despite the purported democratic benefits endowed on political disagreement, cross-cutting incidental exposure does not temper political emotional responses associated with pro-attitudinal selective exposure. However, we find little evidence that unexpected exposure to disagreeable information backfires either.
In this article, we examine protest of India’s passage of the Citizenship Amendment Act (CAA) and National Registry of Citizens (NRC) which spurred instances of physical and digital protest. We study the intersections of gender, political subjectivities, and digital activism among anti-CAA-NRC activists, specifically the “Women of Shaheen Bagh.” We discuss our data collection methods, description, and analysis of the protests in the context of larger questions, including how critical, feminist researchers may engage with data tools and how forms of gendered, transnational protest are mediated and represented via individual images, texts, and videos that make up social media data. We illuminate the formation of political subjectivities in the context of transnational, digital protest movements by re-appropriating computational and data tools. This article seeks to demonstrate an interdisciplinary engagement between critical, feminist approaches to knowledge and subject formation and data science approaches to social network analysis and data visualization techniques.
Volunteer moderators play a key role when making judgements about which online content should be accepted and which should be removed. As such, their work fundamentally shapes the digital social and political spheres. Using the data obtained from 15 Facebook group moderator interviews as research data, this study focused on the content curation work by the middle-level gatekeepers of Finnish political discussion groups on Facebook. The findings show that the moderators feel strong ownership of the groups they moderate and of the information such groups provide, and as a result, they strongly shape the groups’ discussion and governing policy. Facebook’s governing policy for groups is vague, which gives space for group norms and identities to develop. The stakeholder groups (i.e. the platform administration, moderators and users) do not attend to the governance process all together, so negotiations among them are almost non-existent.
The objective of this study was to investigate YouTube as a venue for social connection among LGBTQ individuals (
Discord, a popular community chat application, has rhetorically distanced itself from its associations with white supremacist content through a public commitment to proactive moderation. However, Discord relies extensively on third-party services (like bots and server bulletins), which have been overlooked in their role in facilitating hateful networks. This study notes how Discord offloads searchability to server bulletin sites like Disboard, to deleterious effect. This study involves two parts: (1) we use critical technoculture discourse analysis to examine Discord’s blogs, policies, and application programming interface and (2) we present data scraped from 2741 Discord servers listed on Disboard, revealing networks of hateful and white supremacist communities that openly use “edgy,” raiding-oriented, and toxic messaging. These servers exploit Discord’s moderation tools and affordances to proliferate within Discord’s distributed ecology. We argue that Discord’s policies fail to address its reliance on unmoderated third-party services or the networked practices of its toxic communities.
Scholars increasingly point to polarization as a central threat to democracy—and identify technology platforms as key contributors to polarization. In contrast, we argue that polarization can only be seen as a central threat to democracy if inequality is ignored. The central theoretical claim of this piece is that political identities map more or less onto social groups, and groups are, in turn, located in social structures. As such, scholars must analyze groups as they are embedded in relations of power to meaningfully evaluate the democratic consequences of polarization. Groups struggling for equality, such as the Black Lives Matter movement, often cause polarization because they threaten the extant power and status of dominant groups. To develop a shared theoretical lens around polarization and its relationship with inequality, we take up the case of research on the role of platforms in polarization, showing how scholarship routinely lacks analysis of inequality.
This article examines the historical and contemporary shaping of feminist artificial intelligence (FAI). It begins by looking at the microhistory of FAI through the writings of Alison Adam and her graduate students to enrich the plural histories of AI and to write back feminist history into AI. Then, to explore contemporary examples of how FAI is being shaped today and how it deploys a multiplicity of meanings, I provide the following typology: FAI (1) as model, (2) as design, (3) as policy, (4) as culture, (5) as discourse, and (6) as science. This typology sheds light on the following questions: What does the term FAI mean? How has FAI been shaped over time?



