scholarly journals Automated Trouble: The Role of Algorithmic Selection in Harms on Social Media Platforms

2021 ◽  
Vol 9 (4) ◽  
pp. 222-233 ◽  
Author(s):  
Florian Saurwein ◽  
Charlotte Spencer-Smith
Keyword(s):  
Social Media ◽  
Public Discourse ◽  
Social Practices ◽  
Design Of Algorithms ◽  
Platform Design ◽  
Social Media Platforms ◽  
Research Gap ◽  
Media Reports

Social media platforms like Facebook, YouTube, and Twitter have become major objects of criticism for reasons such as privacy violations, anticompetitive practices, and interference in public elections. Some of these problems have been associated with algorithms, but the roles that algorithms play in the emergence of different harms have not yet been systematically explored. This article contributes to closing this research gap with an investigation of the link between algorithms and harms on social media platforms. Evidence of harms involving social media algorithms was collected from media reports and academic papers within a two-year timeframe from 2018 to 2019, covering Facebook, YouTube, Instagram, and Twitter. Harms with similar casual mechanisms were grouped together to inductively develop a typology of algorithmic harm based on the mechanisms involved in their emergence: (1) algorithmic errors, undesirable, or disturbing selections; (2) manipulation by users to achieve algorithmic outputs to harass other users or disrupt public discourse; (3) algorithmic reinforcement of pre-existing harms and inequalities in society; (4) enablement of harmful practices that are opaque and discriminatory; and (5) strengthening of platform power over users, markets, and society. Although the analysis emphasizes the role of algorithms as a cause of online harms, it also demonstrates that harms do not arise from the application of algorithms alone. Instead, harms can be best conceived of as socio-technical assemblages, composed of the use and design of algorithms, platform design, commercial interests, social practices, and context. The article concludes with reflections on possible governance interventions in response to identified socio-technical mechanisms of harm. Notably, while algorithmic errors may be fixed by platforms themselves, growing platform power calls for external oversight.

Listening at the local level: the role of radio in building community and trust

2019 ◽  
Vol 172 (1) ◽  
pp. 74-88
Author(s):  
Jocelyn Ellen Nettlefold
Keyword(s):  
Social Media ◽  
Public Discourse ◽  
Local Level ◽  
Island State ◽  
Social Media Platforms ◽  
Building Community ◽  
A Site ◽  
Local Radio

This article examines the role of local radio in the contemporary media environment, specifically as a site for community engagement. Previous research finds journalistic organisations, at the local level, are critical to the functioning of society and more needs to be understood about their contemporary role amid destabilised and fragmented public discourse. In contrast to unrestrained and untrustworthy social media platforms, the mediation of local radio can assist in encouraging more inclusive, constructive, and respectful views from people from diverse sectors of society. Empirical research from a case study of a locally produced ABC Radio Community Conversation event exploring community tensions about built, heritage and environmental development in the Australian island state of Tasmania provides new insights into how the facilitation of local radio discussion can help build trust, public knowledge and enable greater participation. Listening and transparency from journalists about their practices is important, creating a space where people can connect in a civil and empathetic way not easily afforded by social media.

Coming out of the closet? Audience reactions to the heteronormative disruptive advertising

2020 ◽  
Vol 3 (2) ◽  
pp. 75-102
Author(s):  
Ramasela Semang L. Mathobela ◽  
Shepherd Mpofu ◽  
Samukezi Mrubula-Ngwenya
Keyword(s):  
Social Media ◽  
Human Rights ◽  
Coming Out ◽  
Gender Issues ◽  
Qualitative Approach ◽  
Positive Development ◽  
Global Trend ◽  
Social Media Platforms ◽  
The Media

An emerging global trend of brands advertising their products through LGBTIQ+ individuals and couples indicates growth of gender awareness across the globe. The media, through advertising, deconstructs homophobia and associated cultures through the use of LGBTIQ+s in commercials. This qualitative research paper centres the advancement of debates on human rights and social media as critical in the interaction between corporates and consumers. The Gillette, Chicken Licken‘s Soul Sisters and We the Brave advertisements were used to critically analyse how audiences react to the use of LGBTIQ+ characters and casts through comments posted on the brands‘ social media platforms. Further, the paper explored the role of social media in the mediation of significant gender issues such as homosexuality that are considered taboo to engage in. The paper used a qualitative approach. Using the digital ethnography method to observe comments and interactions from the chosen advertisement‘s online platforms, the paper employed queer and constructionist theories to deconstruct discourses around same-sex relations as used in commercials, especially in quasiconservative. The data used in the paper included thirty comments of the brands customers and audiences obtained from Twitter, Facebook and YouTube. The paper concludes there are positive development in human rights awareness as seen through advertisements and campaigns that use LGBTIQ+ communities in a positive light across the world.

Revolutionizing Mental Health with Social Media

2019 ◽  
pp. 259-284
Author(s):  
Munmun De Choudhury
Keyword(s):  
Social Media ◽  
Well Being ◽  
Linguistic Expression ◽  
Ethical Considerations ◽  
Self Disclosure ◽  
Vulnerable Communities ◽  
Tailored Interventions ◽  
Challenges And Opportunities ◽  
Social Media Platforms

Social media platforms have emerged as rich repositories of information relating to people’s activities, emotions, and linguistic expression. This chapter highlights how these data may be harnessed to reason about human mental and psychological well-being. It also discusses the emergent role of social media in providing a platform of self-disclosure and support to distressed and vulnerable communities. It reflects on how this new line of research bears potential for informing the design of timely and tailored interventions, provisions for improved personal and societal well-being assessment, privacy and ethical considerations, and the challenges and opportunities of the increasing ubiquity of social media.

A market-based rationale for the privacy paradox

2021 ◽  
pp. 016344372110158
Author(s):  
Opeyemi Akanbi
Keyword(s):  
Social Media ◽  
Market Structures ◽  
Media Companies ◽  
The Social ◽  
Social Media Platforms ◽  
Privacy Paradox ◽  
The Individual ◽  
Privacy Risks ◽  
Social Collective

Moving beyond the current focus on the individual as the unit of analysis in the privacy paradox, this article examines the misalignment between privacy attitudes and online behaviors at the level of society as a collective. I draw on Facebook’s market performance to show how despite concerns about privacy, market structures drive user, advertiser and investor behaviors to continue to reward corporate owners of social media platforms. In this market-oriented analysis, I introduce the metaphor of elasticity to capture the responsiveness of demand for social media to the data (price) charged by social media companies. Overall, this article positions social media as inelastic, relative to privacy costs; highlights the role of the social collective in the privacy crises; and ultimately underscores the need for structural interventions in addressing privacy risks.

scholarly journals Us Mob Online: The Perils of Identifying as Indigenous on Social Media

Genealogy ◽  
2021 ◽  
Vol 5 (2) ◽  
pp. 52
Author(s):  
Bronwyn Carlson ◽  
Tristan Kennedy
Keyword(s):  
Social Media ◽  
Indigenous People ◽  
Indigenous Peoples ◽  
Mixed Methods Research ◽  
Indigenous Communities ◽  
Digital Environment ◽  
Collective Identities ◽  
Social Media Platforms ◽  
Insight Into

Social media is a highly valuable site for Indigenous people to express their identities and to engage with other Indigenous people, events, conversations, and debates. While the role of social media for Indigenous peoples is highly valued for public articulations of identity, it is not without peril. Drawing on the authors’ recent mixed-methods research in Australian Indigenous communities, this paper presents an insight into Indigenous peoples’ experiences of cultivating individual and collective identities on social media platforms. The findings suggest that Indigenous peoples are well aware of the intricacies of navigating a digital environment that exhibits persistent colonial attempts at the subjugation of Indigenous identities. We conclude that, while social media remains perilous, Indigenous people are harnessing online platforms for their own ends, for the reinforcement of selfhood, for identifying and being identified and, as a vehicle for humour and subversion.

Physical Distancing and Social Media Use in Emerging and Older Adults During COVID-19: Large Scale Cross-Sectional and Longitudinal Survey Study (Preprint)

2021 ◽  
Author(s):  
Thabo J van Woudenberg ◽  
Roy Hendrikx ◽  
Moniek Buijzen ◽  
Julia CM van Weert ◽  
Bas van den Putte ◽  
...  
Keyword(s):  
Older Adults ◽  
Social Media ◽  
Emerging Adults ◽  
Large Scale ◽  
Media Use ◽  
Longitudinal Survey ◽  
Social Media Use ◽  
Random Intercept ◽  
Social Media Platforms

BACKGROUND Although emerging adults play a role in the spread of COVID-19, they are less likely to develop severe symptoms after infection. Emerging adults’ relatively high use of social media as source of information raises concerns regarding COVID-19 related behavioral compliance (i.e., physical distancing) in this age group. OBJECTIVE Therefore, the current study investigated physical distancing in emerging adults in comparison to older adults and looked at the role of using social media for COVID-19 news and information in this regard. In addition, this study explored the relation between physical distancing and different social media platforms and sources. METHODS Secondary data of a large-scale national longitudinal survey (N = 123,848, 34.% male) between April and November 2020 were used. Participants indicated, ranging for one to eight waves, how often they were successful in keeping 1.5 meters distance on a 7-point Likert scale. Participants between 18 and 24 years old were considered young adults and older participants were identified as older adults. Also, a dummy variable was created to indicate per wave whether participants used social media for COVID-19 news and information. A subset received follow-up questions asking participants to indicate which platforms they have used and what sources of news and information they had seen on social media. All preregistered hypotheses were tested with Linear Mixed-Effects Models and Random Intercept Cross-Lagged Panel Models. RESULTS Emerging adults reported less physical distancing behaviors than older adults (b = -.08, t(86213.83) = -26.79, p < .001). Also, emerging adults were more likely to use social media for COVID-19 news and information (b = 2.48, SE = .11, Wald = 23.66, p = <.001), which mediated the association with physical distancing, but only to a small extend (indirect effect: b = -0.03, 95% CI = [-0.04; -0.02]). Opposed to our hypothesis, the longitudinal Random Intercept Cross-Lagged Panel Model showed no evidence that physical distancing was predicted by social media use of the previous wave. However, we did find evidence that using social media affected subsequent physical distancing behavior. Moreover, additional analyses showed that most social media platforms (i.e., YouTube, Facebook and Instagram) and interpersonal communication showed negative associations with physical distancing while others platforms (i.e. LinkedIn and Twitter) and Governmental messages showed no to a slightly positive associations with physical distancing. CONCLUSIONS In conclusion, we should be vigilant for physical distancing of emerging adults, but this study give no reason the to worry about the role of social media for COVID-19 news and information. However, as some social media platforms and sources showed negative associations, future studies should more carefully look into these factors to better understand the associations between social media use for news and information, and behavioral interventions in times of crisis.

Understanding the Experiences of Anger in the Onset and Progression of Psoriasis: A Qualitative Study Using Social Media (Preprint)

2021 ◽  
Author(s):  
Olivia Hughes ◽  
Rachael Hunter
Keyword(s):  
Social Media ◽  
Qualitative Interviews ◽  
Psychosocial Interventions ◽  
Skin Condition ◽  
Future Research ◽  
Social Media Platforms ◽  
Chronic Skin ◽  
Skin Conditions ◽  
The Impact

BACKGROUND Psoriasis is a chronic inflammatory skin condition, which can be affected by stress. Living with psoriasis can trigger negative emotions, which may influence quality of life. OBJECTIVE This study explored the experiences of people with psoriasis with attention to the potential role of anger in the onset and progression of the chronic skin condition. METHODS Semi-structured qualitative interviews were conducted with twelve participants (n=5 females, n=7 males) recruited online from an advert on a patient charity’s social media platforms. Data were transcribed and analysed using thematic analysis. RESULTS Four key themes were identified: (1) ‘I get really angry with the whole situation:’ anger at the self and others, (2) the impact of anger on psoriasis: angry skin, (3) shared experiences of distress, and (4) moving past anger to affirmation. CONCLUSIONS Findings suggest that anger can have a perceived impact on psoriasis through contributing to sensory symptoms and unhelpful coping cycles and point to a need for enhanced treatment with more psychological support. The findings also highlight the continued stigma which exists for people living with skin conditions and how this may contribute to, and sustain, anger for those individuals. Future research could usefully focus on developing targeted psychosocial interventions to promote healthy emotional coping with psoriasis.

How to build employees' relationship capital through different enterprise social media platform use: the moderating role of innovation culture

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Liang Ma ◽  
Xin Zhang ◽  
Gaoshan Wang ◽  
Ge Zhang
Keyword(s):  
Social Media ◽  
Information Exchange ◽  
Content Type ◽  
Enterprise Social Media ◽  
Work Related ◽  
Innovation Culture ◽  
Social Media Platforms ◽  
Relationship Capital ◽  
Moderating Role

PurposeThe purpose of the present study is to build a research model to study how the use of different enterprise social media platforms affects employees' relationship capital, and the moderating role of innovation culture is also examined.Design/methodology/approachStructural equation modeling was performed to test the research model and hypotheses. Surveys were conducted in an electronic commerce company in China that uses different social media platforms, generating 301 valid responses for analysis.FindingsFirst, private social media used for work-related purposes can contribute to employees' relationship capital, and public social media QQ used for work-related purposes can contribute to employees' communication quality. WeChat used for social-related purposes has a positive effect on employees' information exchange. Second, innovation culture acts as a positive moderator between work-related media use and employees' information exchange, while innovation culture acts as a negative moderator between social-related WeChat use and employees' information exchange. Third, innovation culture acts as a positive moderator between work-related QQ use and employees' trust, while innovation culture acts as a negative moderator between social-related QQ use and employees' trust.Originality/valueFirst, this paper contributes to the information system (IS) social media literature by studying the effect of the use of different enterprise social media platforms used for different purposes on employees' relationship capital. Second, the authors contribute to relationship capital theory by clarifying that use of public and private social media platforms for social- and work-related purposes is an important driver of the formation of employees' relational capital. Third, the present study also contributes to enterprise social media literature by confirming that innovation culture acts as a different moderator between use of different enterprise social media platforms and employees' relationship capital.

scholarly journals A GOOD LIFE? CRITICAL FEMINIST APPROACHES TO INFLUENCER ECOLOGIES

2020 ◽  
Author(s):  
Zoë Glatt ◽  
Sarah Banet-Weiser ◽  
Sophie Bishop ◽  
Francesca Sobande ◽  
Elizabeth Wissinger ◽  
...  
Keyword(s):  
Social Media ◽  
Cultural Production ◽  
Good Life ◽  
Social Economic ◽  
Creative Industries ◽  
The Good Life ◽  
Barriers To Entry ◽  
High Profile ◽  
Social Media Platforms

Social media platforms are widely lauded as bastions for entrepreneurial self-actualisation and creative autonomy, offering an answer to historically exclusive and hierarchical creative industries as routes to employability and success. Social media influencers are envied by audiences as having achieved ‘the good life’, one in which they are able to ‘do what they love’ for a living (Duffy 2017). Despite this ostensive accessibility and relatability, today’s high-profile influencer culture continues to be shaped by ‘preexisting gendered and racial scripts and their attendant grammars of exclusion’ as Sarah Banet-Weiser (2012) argued in the early days of socially mediated entrepreneurship (p. 89; see also Bishop, 2017). In Western contexts only a narrow subset of white, cis-gender, and heterosexual YouTubers, Instagrammers, TikTokers, and Twitch streamers tend to achieve visibility as social media star-creators, and celebratory discourses of diversity and fairness mask problematic structures that exclude marginalized identities from opportunities to attain success. A key aim of this panel is thus to draw attention to marginalized creator communities and subjectivities, including women, non-white, and queer creators, all of whom face higher barriers to entry and success. More broadly, by taking seriously both the practices and discourses of social media influencers, the panellists aim to challenge popular denigrations of influencers as vapid, frivolous, or eager to freeload. We locate such critiques in longstanding dismissals of feminized cultural production (Levine, 2013) and argue, instead, that we need to take seriously the role of influencers in various social, economic, and political configurations.

scholarly journals Examining the Role of Facebook in the Dissemination of Hate Messages over the Agitation for Biafra in Ikeja, Lagos

2019 ◽  
Vol 5 (09) ◽  
Author(s):  
Ogbu S. U. ◽  
Olupohunda Bayo Festus
Keyword(s):  
Social Media ◽  
Content Analysis ◽  
Indigenous People ◽  
Quantitative Data ◽  
Regulatory Mechanisms ◽  
The World ◽  
Social Media Platforms ◽  
Quantitative And Qualitative Methods ◽  
Method Approach

In Nigeria, during the agitation for Biafra by the Nnamdi Kanu-led Indigenous People of Biafra between 2013 and 2017, the role of Facebook in the dissemination of hate messages by the protagonists and those in opposition to the agitation raised concern about the role of social media as a tool for the spread of hate messages. It is against this background that this research was designed to evaluate the role of Facebook in the spread of hate messages over the agitation for the separate state of Biafra. The study adopted the exploratory design and the mix method approach; both quantitative and qualitative methods were employed. For the quantitative data, 400 questionnaires were administered on purposively sampled respondents. The surveys were analyzed using simple percentages and frequency distribution. Also, content analysis of some purposively selected Facebook messages was carried out. In the end, the research found that hate messages were propagated through Facebook using six major channels during the agitation for Biafra between 2013 and 2017. They include; Facebook Personal Profiles, Status Updates and Wall Postings, Facebook Group Chats, Facebook Video Uploads, Individual Comments and Likes, Video Shares and Reposts, and sharing of articles and links to other social media platforms. In line with its findings, the research recommended that Facebook should review its community standards and policies on postings of hate messages through its medium and also strengthen its regulatory mechanisms to ensure that it does not provide a platform anymore for propagators of hate messages in Nigeria and around the world.

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