scholarly journals Beyond Neutrality: Conceptualizing Platform Values

2021 ◽  
Author(s):  
Blake Hallinan ◽  
Rebecca Scharlach ◽  
Limor Shifman
Keyword(s):  
Social Media ◽  
Conceptual Framework ◽  
Power Relations ◽  
Two Dimensions ◽  
User Generated Content ◽  
Policy Documents ◽  
Strategic Role ◽  
Social Media Platforms ◽  
Implicit And Explicit

Abstract Social media platforms are prominent sites where values are expressed, contested, and diffused. In this article, we present a conceptual framework for studying the communication of values on and through social media composed of two dimensions: scale (from individual users to global infrastructures) and explicitness (from the most explicit to the invisible). Utilizing the model, we compare the communication of two values—engagement and authenticity—in user-generated content and policy documents on Twitter and Instagram. We find a split between how users and platforms frame these concepts and discuss the strategic role of ambiguity in value discourse, where idealistic meanings invoked by users positively charge the instrumental applications stressed by platforms. We also show how implicit and explicit articulations of the same value can contradict each other. Finally, we reflect upon tensions within the model, as well as the power relations between the personal, cultural, and infrastructural levels of platform values.

scholarly journals The Dislocation of News Journalism: A Conceptual Framework for the Study of Epistemologies of Digital Journalism

2019 ◽  
Vol 7 (1) ◽  
pp. 259-270 ◽  
Author(s):  
Mats Ekström ◽  
Oscar Westlund
Keyword(s):  
Social Media ◽  
Conceptual Framework ◽  
News Media ◽  
Systematic Analysis ◽  
Digital Journalism ◽  
Social Media Platforms ◽  
Truth Claims ◽  
Journalism Research ◽  
Knowledge Claims

This article focuses on news journalism, social media platforms and power, and key implications for epistemology. The conceptual framework presented is intended to inspire and guide future studies relating to the emerging sub-field of journalism research that we refer to as “Epistemologies of Digital Journalism”. The article discusses the dependencies between news media and social media platforms (non-proprietary to the news media). The authority and democratic role of news journalism pivot on claims that it regularly provides accurate and verified public knowledge. However, how are the epistemic claims of news journalism and the practices of justifications affected by news journalism’s increased dependency on social media platforms? This is the overall question discussed in this article. It focuses on the intricate power dependencies between news media and social media platforms and proceeds to discuss implications for epistemology. It presents a three-fold approach differentiating between (1) articulated knowledge and truth claims, (2) justification in the journalism practices and (3) the acceptance/rejections of knowledge claims in audience activities. This approach facilitates a systematic analysis of how diverse aspects of epistemology interrelate with, and are sometimes conditioned by, the transformations of news and social media.

Instagram Influencers in Social Media-Induced Tourism

2021 ◽  
pp. 135-144
Author(s):  
Rizalniyani Abdul Razak ◽  
Nur Aliah Mansor
Keyword(s):  
Social Media ◽  
Conceptual Framework ◽  
Destination Image ◽  
User Generated Content ◽  
Future Research ◽  
Destination Marketing ◽  
Media Content ◽  
Persuasive Messages ◽  
Destination Brand

Social media-induced tourism happens when a traveller visits a destination/attraction after being exposed to certain social media content. A user-generated content (UGC) provider, such as a social media influencer, has been identified as the initial motivator in social media-induced tourism. Social media influencers generate persuasive messages for their followers and are typically sources of credibility. In destination marketing and tourism destination studies, the UGC of social media influencers is significantly related to the destination image, destination brand, tourist trust, and tourist expectations. Of particular interest for Instagram influencers, this chapter proposes a conceptual framework to describe the role of the Instagram influencer in inducing his/her followers to travel and suggests a guide for future research.

scholarly journals How Social Media Impacts Brand Value: The Mediating Role of Customer Satisfaction

2020 ◽  
Vol 13 (1) ◽  
pp. 82-96
Author(s):  
Anatoli Colicev ◽  
Pete O’Connor
Keyword(s):  
Social Media ◽  
Customer Satisfaction ◽  
User Generated Content ◽  
Social Media Marketing ◽  
Brand Value ◽  
Social Media Data ◽  
Mediating Role ◽  
Social Media Platforms ◽  
Media Data

The growing popularity of social media platforms has increased brand investments in social media marketing. However, it is not clear whether and how social media marketing leads to the creation of value for consumers and brands; therefore, we investigate how marketer and user-generated content on social media affects consumer and brand metrics. Based on the marketing productivity chain, we propose that customer satisfaction, a leading consumer metric, mediates the link between social media content and brand value. To test such assertions, we use a sample of 87 brands from 17 industries and collect a unique dataset that combines social media data from Facebook, Twitter, and YouTube with customer satisfaction, brand value, and advertising expenses. We find that user-generated content has a stronger effect on customer satisfaction than marketer-generated content. We also find that YouTube is the most effective platform for user generated content. Interestingly, we find that the effects of marketer-generated content depend on the brand’s corporate reputation. In other words, more reputable brands can leverage their marketer-generated content more effectively.

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.

Chinese Social Media Platforms and Microblogging in the Context of Public Diplomacy

Communicology ◽  
2020 ◽  
Vol 8 (1) ◽  
pp. 167-179
Author(s):  
E.S. Nadezhkina
Keyword(s):  
Social Media ◽  
Public Opinion ◽  
Public Diplomacy ◽  
User Generated Content ◽  
The Internet ◽  
Interactive Communication ◽  
Network Interaction ◽  
Social Media Platforms ◽  
The Right ◽  
Chinese Social Media

The term “digital public diplomacy” that appeared in the 21st century owes much to the emergence and development of the concept of Web 2.0 (interactive communication on the Internet). The principle of network interaction, in which the system becomes better with an increase in the number of users and the creation of user-generated content, made it possible to create social media platforms where news and entertainment content is created and moderated by the user. Such platforms have become an expression of the opinions of various groups of people in many countries of the world, including China. The Chinese segment of the Internet is “closed”, and many popular Western services are blocked in it. Studying the structure of Chinese social media platforms and microblogging, as well as analyzing targeted content is necessary to understand China’s public opinion, choose the right message channels and receive feedback for promoting the country’s public diplomacy. This paper reveals the main Chinese social media platforms and microblogging and provides the assessment of their popularity, as well as possibility of analyzing China’s public opinion based on “listening” to social media platforms and microblogging.

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.

scholarly journals Social Media Toxicity Classification Using Deep Learning: Real-World Application UK Brexit

Electronics ◽  
2021 ◽  
Vol 10 (11) ◽  
pp. 1332
Author(s):  
Hong Fan ◽  
Wu Du ◽  
Abdelghani Dahou ◽  
Ahmed A. Ewees ◽  
Dalia Yousri ◽  
...  
Keyword(s):  
Social Media ◽  
Hate Speech ◽  
Modern Society ◽  
User Generated Content ◽  
Real World Application ◽  
Proposed Model ◽  
Social Media Platforms ◽  
Public Dataset ◽  
The Uk ◽  
Harmful Side Effect

Social media has become an essential facet of modern society, wherein people share their opinions on a wide variety of topics. Social media is quickly becoming indispensable for a majority of people, and many cases of social media addiction have been documented. Social media platforms such as Twitter have demonstrated over the years the value they provide, such as connecting people from all over the world with different backgrounds. However, they have also shown harmful side effects that can have serious consequences. One such harmful side effect of social media is the immense toxicity that can be found in various discussions. The word toxic has become synonymous with online hate speech, internet trolling, and sometimes outrage culture. In this study, we build an efficient model to detect and classify toxicity in social media from user-generated content using the Bidirectional Encoder Representations from Transformers (BERT). The BERT pre-trained model and three of its variants has been fine-tuned on a well-known labeled toxic comment dataset, Kaggle public dataset (Toxic Comment Classification Challenge). Moreover, we test the proposed models with two datasets collected from Twitter from two different periods to detect toxicity in user-generated content (tweets) using hashtages belonging to the UK Brexit. The results showed that the proposed model can efficiently classify and analyze toxic tweets.

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.

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