scholarly journals Implications and Preventions of Cyberbullying and Social Exclusion in Social Media: Systematic Review

10.2196/30286 ◽  
2022 ◽  
Vol 6 (1) ◽  
pp. e30286
Author(s):  
Adesoji Ademiluyi ◽  
Chuqin Li ◽  
Albert Park

Background The growth of social networking has created a paradigm in which many forms of personal communication are being replaced by internet communication technologies, such as social media. This has led to social issues, such as cyberbullying. In response, researchers are investigating cyberbullying to determine its implications in various life sectors. Objective This manuscript reviews the methods, results, and limitations of the current cyberbullying research and discusses the physical and mental repercussions of cyberbullying and social exclusion as well as methods of predicting and counteracting these events. On the basis of the findings, we discuss future research directions. Methods Using ScienceDirect, ACM Digital Library, and PubMed, 34 research articles were used in this review. A review was conducted using the selected articles with the goal of understanding the current landscape of cyberbullying research. Results Studies have analyzed correlations between depressive and suicidal ideations in subjects as well as relationships in the social, educational, and financial status of the perpetrators. Studies have explored detection methods for monitoring cyberbullying. Automated detection has yet to become effective and accurate; however, several factors, such as personal background and physical appearance, have been identified to correlate with the likelihood that a person becomes a survivor or perpetrator of web-based cybervictimization. Social support is currently common in recovery efforts but may require diversification for specific applications in web-based incidents. Conclusions Relations between social status, age, gender, and behaviors have been discovered that offer new insights into the origins and likeliness of cyberbullying events. Rehabilitation from such events is possible; however, automatic detection is not yet a viable solution for prevention of cyberbullying incidents. Effects such as social exclusion and suicidal ideations are closely tied to incidents of cyberbullying and require further study across various social and demographical populations. New studies should be conducted to explore the experiences of survivors and perpetrators and identify causal links. The breadth of research includes demographics from China, Canada, Taiwan, Iran, the United States, and Namibia. Wider ranges of national populations should be considered in future studies for accurate assessments, given global internet communication technology activity. The studies emphasize the need for formal classification terminology. With formal classification, researchers will have a more definite scope, allowing specific research on a single definable topic rather than on general bullying events and symptoms. Of all the studies, 2 used a longitudinal design for their research methodology. The low number of longitudinal studies leaves gaps between causation and correlation, and further research is required to understand the effects of cyberbullying. Research addressing ongoing victimization is required for the various forms of cyberbullying; social support offers the most effective current standard for prevention.

2021 ◽  
Author(s):  
Adesoji Ademiluyi ◽  
Chuqin Li ◽  
Albert Park

BACKGROUND The growth of social networking has created a paradigm in which many forms of personal communication are being replaced by internet communication technologies, such as social media. This has led to social issues, such as cyberbullying. In response, researchers are investigating cyberbullying to determine its implications in various life sectors. OBJECTIVE This manuscript reviews the methods, results, and limitations of the current cyberbullying research and discusses the physical and mental repercussions of cyberbullying and social exclusion as well as methods of predicting and counteracting these events. On the basis of the findings, we discuss future research directions. METHODS Using ScienceDirect, ACM Digital Library, and PubMed, 34 research articles were used in this review. A review was conducted using the selected articles with the goal of understanding the current landscape of cyberbullying research. RESULTS Studies have analyzed correlations between depressive and suicidal ideations in subjects as well as relationships in the social, educational, and financial status of the perpetrators. Studies have explored detection methods for monitoring cyberbullying. Automated detection has yet to become effective and accurate; however, several factors, such as personal background and physical appearance, have been identified to correlate with the likelihood that a person becomes a survivor or perpetrator of web-based cybervictimization. Social support is currently common in recovery efforts but may require diversification for specific applications in web-based incidents. CONCLUSIONS Relations between social status, age, gender, and behaviors have been discovered that offer new insights into the origins and likeliness of cyberbullying events. Rehabilitation from such events is possible; however, automatic detection is not yet a viable solution for prevention of cyberbullying incidents. Effects such as social exclusion and suicidal ideations are closely tied to incidents of cyberbullying and require further study across various social and demographical populations. New studies should be conducted to explore the experiences of survivors and perpetrators and identify causal links. The breadth of research includes demographics from China, Canada, Taiwan, Iran, the United States, and Namibia. Wider ranges of national populations should be considered in future studies for accurate assessments, given global internet communication technology activity. The studies emphasize the need for formal classification terminology. With formal classification, researchers will have a more definite scope, allowing specific research on a single definable topic rather than on general bullying events and symptoms. Of all the studies, 2 used a longitudinal design for their research methodology. The low number of longitudinal studies leaves gaps between causation and correlation, and further research is required to understand the effects of cyberbullying. Research addressing ongoing victimization is required for the various forms of cyberbullying; social support offers the most effective current standard for prevention.


Author(s):  
Matthew Asare ◽  
Beth A. Lanning ◽  
Sher Isada ◽  
Tiffany Rose ◽  
Hadii M. Mamudu

Background: Social media (Facebook, WhatsApp, Instagram, Twitter) as communication channels have great potential to deliver Human papillomavirus self-test (HPVST) intervention to medically underserved women (MUW) such as women of low income. However, little is known about MUW’s willingness to participate in HPVST intervention delivered through social media. We evaluated factors that contribute to MUW’s intention to participate in the social media-related intervention for HPVST. Methods: A 21-item survey was administered among women receiving food from a local food pantry in a U.S. southern state. Independent variables were social media usage facilitators (including confidentiality, social support, cost, and convenience), and barriers (including misinformation, time-consuming, inefficient, and privacy concerns). Dependent variables included the likelihood of participating in social-driven intervention for HPVST. Both variables were measured on a 5-point scale. We used multinomial logistic regression to analyze the data. Results: A total of 254 women (mean age 48.9 ± 10.7 years) comprising Whites (40%), Hispanics (29%), Blacks (27%), and Other (4%) participated in the study. We found that over 44% of the women were overdue for their pap smears for the past three years, 12% had never had a pap smear, and 34% were not sure if they had had a pap smear. Over 82% reported frequent social media (e.g., Facebook) usage, and 52% reported willingness to participate in social media-driven intervention for HPVST. Women who reported that social media provide privacy (Adjusted Odds Ratio (AOR) = 6.23, 95% CI: 3.56, 10.92), provide social support (AOR = 7.18, 95% CI: 4.03, 12.80), are less costly (AOR = 6.71, 95% CI: 3.80, 11.85), and are convenient (AOR = 6.17, 95% CI: 3.49, 10.92) had significantly increased odds of participating in social media intervention for HPVST. Conclusions: The findings underscore that the majority of the MUW are overdue for cervical cancer screening, regularly use social media, and are willing to participate in social media-driven intervention. Social media could be used to promote HPV self-testing among MUW.


2019 ◽  
Vol 33 (8) ◽  
pp. 1123-1133 ◽  
Author(s):  
Liana DesHarnais Bruce ◽  
Joshua S. Wu ◽  
Stuart L. Lustig ◽  
Daniel W. Russell ◽  
Douglas A. Nemecek

Purpose: To inform health behavior intervention design, we sought to quantify loneliness and its correlates, including social media use, among adults in the United States. Design: Cross-sectional research panel questionnaire. Setting: Responses were gathered from individuals in all 50 states surveyed via Internet from February 2018 to March 2018. Participants: A total of 20 096 US panel respondents aged 18+. Measures: The University of California at Los Angeles (UCLA) Loneliness Scale (theoretical score range = 20-80) was administered along with demographic, structural, cognitive, and behavioral items. Analysis: After calibrating the sample to population norms, we conducted multivariable linear regression analysis. Results: The overall mean survey-weighted loneliness score was 44.03 (standard error = 0.09). Social support (standardized β [sβ] = −0.19) and meaningful daily interactions (sβ = −0.14) had the strongest associations with lower loneliness, along with reporting good relationships, family life, physical and mental health, friendships, greater age, being in a couple, and balancing one’s daily time. Social anxiety was most strongly associated with greater loneliness (sβ = +0.20), followed by self-reported social media overuse (sβ = +0.05) and daily use of text-based social media (sβ = +0.03). Conclusion: Our findings confirm that loneliness decreases with age, and that being in a relationship as well as everyday behavioral factors in people’s control are most strongly related to loneliness. Population health promotion efforts to reduce loneliness should focus on improving social support, decreasing social anxiety, and promoting healthy daily behaviors.


10.2196/24690 ◽  
2021 ◽  
Vol 23 (4) ◽  
pp. e24690
Author(s):  
Ran Xu ◽  
David Cavallo

Background Obesity is a known risk factor for cardiovascular disease risk factors, including hypertension and type II diabetes. Although numerous weight loss interventions have demonstrated efficacy, there is considerably less evidence about the theoretical mechanisms through which they work. Delivering lifestyle behavior change interventions via social media provides unique opportunities for understanding mechanisms of intervention effects. Server data collected directly from web-based platforms can provide detailed, real-time behavioral information over the course of intervention programs that can be used to understand how interventions work. Objective The objective of this study was to demonstrate how social network analysis can facilitate our understanding of the mechanisms underlying a social media–based weight loss intervention. Methods We performed secondary analysis by using data from a pilot study that delivered a dietary and physical activity intervention to a group of participants via Facebook. We mapped out participants’ interaction networks over the 12-week intervention period and linked participants’ network characteristics (eg, in-degree, out-degree, network constraint) to participants’ changes in theoretical mediators (ie, dietary knowledge, perceived social support, self-efficacy) and weight loss by using regression analysis. We also performed mediation analyses to explore how the effects of social network measures on weight loss could be mediated by the aforementioned theoretical mediators. Results In this analysis, 47 participants from 2 waves completed the study and were included. We found that increases in the number of posts, comments, and reactions significantly predicted weight loss (β=–.94, P=.04); receiving comments positively predicted changes in self-efficacy (β=7.81, P=.009), and the degree to which one’s network neighbors are tightly connected with each other weakly predicted changes in perceived social support (β=7.70, P=.08). In addition, change in self-efficacy mediated the relationship between receiving comments and weight loss (β=–.89, P=.02). Conclusions Our analyses using data from this pilot study linked participants’ network characteristics with changes in several important study outcomes of interest such as self-efficacy, social support, and weight. Our results point to the potential of using social network analysis to understand the social processes and mechanisms through which web-based behavioral interventions affect participants’ psychological and behavioral outcomes. Future studies are warranted to validate our results and to further explore the relationship between network dynamics and study outcomes in similar and larger trials.


2020 ◽  
Vol 4 (1) ◽  
pp. 1 ◽  
Author(s):  
Young Joon Lim ◽  
Jennifer Lemanski

This study examined recent virality of “Ok Boomer” in the United States. The term of Ok Boomer gained overnight momentum in the public sphere as the symbol of a generational war. While previous research has primarily examined racial and gender tensions, this study introduced a new phenomenon of the generational conflict between “Ok Boomers” and “Baby Boomers,” in which social media originated the term of Ok Boomer and traditional media diffused it with framed meaning. Diffusion of Innovation theory was used to better understand the path of how “Ok Boomer” as a catchphrase, hashtag, noun cluster or trend resulted in attracting a massive amount of media and public attention. Relying on Node XL, Google Trends, and Nexus Nexis for data gathering and analyses, this study categorized four themes for a word, or an idea as an innovation to be publicly acknowledged: collaboration of social media and traditional media, public figures’ involvement for debate; confrontational social issues, and media-framed agenda. In sum, this study argues the term of Ok Boomer symbolizes the advent of a generational war in society in line with the long-standing race and gender wars in the media coverage.


Author(s):  
Lida Safarnejad ◽  
Qian Xu ◽  
Yaorong Ge ◽  
Arunkumar Bagavathi ◽  
Siddharth Krishnan ◽  
...  

BACKGROUND Social media has become a major resource for observing and understanding public opinions using infodemiology and infoveillance methods, especially during emergencies such as disease outbreaks. For public health agencies, understanding the driving forces of web-based discussions will help deliver more effective and efficient information to general users on social media and the web. OBJECTIVE The study aimed to identify the major contributors that drove overall Zika-related tweeting dynamics during the 2016 epidemic. In total, 3 hypothetical drivers were proposed: (1) the underlying Zika epidemic quantified as a time series of case counts; (2) sporadic but critical real-world events such as the 2016 Rio Olympics and World Health Organization’s Public Health Emergency of International Concern (PHEIC) announcement, and (3) a few influential users’ tweeting activities. METHODS All tweets and retweets (RTs) containing the keyword Zika posted in 2016 were collected via the Gnip application programming interface (API). We developed an analytical pipeline, EventPeriscope, to identify co-occurring trending events with Zika and quantify the strength of these events. We also retrieved Zika case data and identified the top influencers of the Zika discussion on Twitter. The influence of 3 potential drivers was examined via a multivariate time series analysis, signal processing, a content analysis, and text mining techniques. RESULTS Zika-related tweeting dynamics were not significantly correlated with the underlying Zika epidemic in the United States in any of the four quarters in 2016 nor in the entire year. Instead, peaks of Zika-related tweeting activity were strongly associated with a few critical real-world events, both planned, such as the Rio Olympics, and unplanned, such as the PHEIC announcement. The Rio Olympics was mentioned in >15% of all Zika-related tweets and PHEIC occurred in 27% of Zika-related tweets around their respective peaks. In addition, the overall tweeting dynamics of the top 100 most actively tweeting users on the Zika topic, the top 100 users receiving most RTs, and the top 100 users mentioned were the most highly correlated to and preceded the overall tweeting dynamics, making these groups of users the potential drivers of tweeting dynamics. The top 100 users who retweeted the most were not critical in driving the overall tweeting dynamics. There were very few overlaps among these different groups of potentially influential users. CONCLUSIONS Using our proposed analytical workflow, EventPeriscope, we identified that Zika discussion dynamics on Twitter were decoupled from the actual disease epidemic in the United States but were closely related to and highly influenced by certain sporadic real-world events as well as by a few influential users. This study provided a methodology framework and insights to better understand the driving forces of web-based public discourse during health emergencies. Therefore, health agencies could deliver more effective and efficient web-based communications in emerging crises.


Author(s):  
Pavel Zemliansky ◽  
Olena Goroshko

In recent years, cross-national web-based teaching projects have become very popular in many fields. During such projects, participants from different countries work together on collaborative tasks. Communications among project participants take place over the Internet, including via social media. In this chapter, the author reports the results of social media use in one such project, which brought together students from the United States and Ukraine. A pre and post project survey taken by the participants demonstrate the main opportunities and challenges afforded by social media to educators. The reporting and analysis of the survey results are preceded by a review of relevant literature, which contextualizes our findings.


2020 ◽  
Vol 30 (Supplement_5) ◽  
Author(s):  
M Bernardino ◽  
L Bacelar Nicolau

Abstract On December 2019, in Wuhan-China, SARS-Cov2 coronavirus emerged, causing the COVID-19 pandemic, responsible by June 29 2020, for 10.112.754 cases, and 501.562 deaths, in over 213 countries. Our research aims to study the impact of COVID-19 on Facebook and Instagram posting activity, regarding publications with word ‘Coronavirus', their total interaction and source, as well as an analysis of possible fake news A sample of 4.000 posts (3.025 Facebook and 975 Instagram posts) was extracted through a web-based social media analytics tool, over two periods: January 10-February 27 (P1) and 01 May-June 28 (P2). Data were analysed using Microsoft tools. The 2.000 P1 posts generated 77.654.161 interactions - 70% likes, 4% comments and 27% shares. However, the 2.000 P2 posts prompted more than four times engagement, with 330.930.859 interactions - 92% likes, 2% comments and 6% shares. From January to February, likes increased 59%, but comments and shares decreased by 27% and 57%, respectively: users are generally more engaged but at a less profound level. From May to June, likes, comments and shares decreased 41%, 43% and 51%, as users gradually come out of confinement. Certain events boosted engagement: on January 21, as the first case in the United States was announced, 767.280 interactions were reported, a 21-fold increase from the previous day; February 16 was the day with more monthly engagement when the first case in France was announced. January 25, CNN posted the Facebook post with more interactions of the month (2.510.695). On February, the post with most interactions was from Real Madrid Football Club. On P2, the two most popular posts were from The United Nations International Children's Fund Facebook page (May post had 4.153.981 interactions). Social media is nowadays the most used source of information in the world. In a health crisis like the Covid-19 pandemic, quality information is necessary to keep the population calm and informed on the correct steps to take. Key messages Study the impact of the COVID-19 on Facebook and Instagram, regarding the evolution of publications related to word “Coronavirus”. The importance of Social Media during a Health Crisis.


2021 ◽  
Vol 37 (3) ◽  
pp. 549-556
Author(s):  
Gong Sun ◽  
Wangshuai Wang ◽  
Jianyi Han ◽  
Zucheng Yu ◽  
Jie Li

En los últimos años, el poder y la soledad son dos temas importantes de investigación en psicología social. Sin embargo, están en ramas separadas de literatura a pesar de la relación potencial. Para llenar este vacío, esta investigación investiga sistemáticamente cómo, por qué y cuándo el sentido de poder afecta la soledad examinando el efecto principal, el papel mediador del apoyo social percibido y el papel moderador de la exclusión social. En el Estudio 1, 539 participantes en China participaron en un estudio de encuesta, que incluyó la Escala de Sentido de Poder, la Escala de Apoyo Social Percibido y la Escala de Soledad de UCLA. En el Estudio 2, probamos casualmente los efectos principales y moderadores en un experimento controlado utilizando una muestra de los Estados Unidos. Tomados en conjunto, los resultados muestran que: (1) El sentido de poder reduce la soledad. (2) El apoyo social percibido media esta relación, de modo que el poder fortalece el apoyo social percibido y, por lo tanto, disminuye la soledad. (3) La exclusión social modera esta relación, de modo que la función de amortiguamiento del poder es efectiva sólo cuando la exclusión social está ausente. In recent years, power and loneliness are two important research topics in social psychology. However, they are in separate streams of literature despite the potential relationship. To fill this gap, this research systematically investigates how, why, and when sense of power affects loneliness by examining the main effect, the mediating role of perceived social support, and the moderating role of social exclusion. In Study 1, 539 participants in China participated in a survey study, which included Sense of Power Scale, Perceived Social Support Scale, and UCLA Loneliness Scale. In Study 2, we casually tested the main and moderating effects in a controlled experiment using a sample from the United States. Taken together, the results show that: (1) Sense of power reduces loneliness. (2) Perceived social support mediates this relationship, such that power enhances perceived social support and thereby decreases loneliness. (3) Social exclusion moderates this relationship, such that the buffering function of power is effective only when social exclusion is absent.


10.2196/13467 ◽  
2019 ◽  
Vol 6 (9) ◽  
pp. e13467 ◽  
Author(s):  
Carolyn Windler ◽  
Maeve Clair ◽  
Cassandra Long ◽  
Leah Boyle ◽  
Ana Radovic

Background The Supporting Our Valued Adolescents (SOVA) intervention aims to use a moderated social media website to encourage peer discussion about negative health beliefs, which may prevent treatment uptake. Web moderators with a background in behavioral health are used to facilitate peer conversation to promote a sense of community, provide social support, and ensure safety. Objective Although moderation is a core component of this intervention, little is known on best practices for moderators to ensure safety while encouraging engagement. This study sought to describe interactions between moderators and peer users and understand moderator experiences through individual interviews. Methods Adolescents and young adults aged 14 to 26 years with depression or anxiety history were recruited for a usability study of the SOVA intervention. During this study, 14 moderators were trained to regularly review comments to blog posts for safety, facilitate conversation, and correct misinformation. A total of 110 blog posts and their associated comments were extracted and coded using a codebook based on items from the supportive accountability model and a peer social support analysis. Closing interviews with 12 moderators assessing their experience of moderating were conducted, recorded, and transcribed. Blog post text and comments as well as transcripts of moderator interviews were assessed using a thematic analysis approach, and blog posts were examined for trends in content of moderator comments comparing blog posts with differences in comment contributor order. Results There were no safety concerns during the study, and moderators only intervened to remove identifiable information. Web moderators exhibited elements of supportive accountability (such as being perceived as experts and using verbal rewards as well as offering informational and emotional support). When the moderators provided the last comment under a blog post, thereby potentially ending contribution by users, they were at times found to be commenting about their own experiences. Moderators interviewed after completing their role expressed challenges in engaging users. A cohort of moderators who received more extensive training on supportive accountability and peer social support felt their ability to engage users improved because of the training. Conclusions Moderators of a Web-based support site for adolescents with depression or anxiety were able to ensure safety while promoting user engagement. Moderators can elicit user engagement by offering gratitude and encouragement to users, asking users follow-up questions, and limiting their own opinions and experiences when responding to comments.


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