Technology and Ethics in Social Media: A Study of the Phenomenon of Digital Bullying in the Young Generation
Abstract
Purpose of the study: This study aims to examine the prevalence of digital bullying on social media, its psychological and emotional impacts on adolescents, and the correlation between social media use and bullying experiences. This study aims to provide insight into the factors that contribute to digital bullying among adolescents and young people.
Methodology: This study used a mixed-methods approach, utilizing questionnaires, structured interviews, and content analysis. The tools used included statistical software for data analysis in the form of descriptive statistics and correlation tests. Five respondents were selected for in-depth interviews.
Main Findings: The study found that 80% of respondents engaged in digital bullying, with the most common forms being verbal insults (60%) and hate speech (40%). Frequent social media use (3-5 hours/day) was associated with higher levels of anxiety and loneliness, while the prevalence of bullying was correlated with significant psychological and emotional impacts.
Novelty/Originality of this study: This study provides a comprehensive view of digital bullying among adolescents, focusing on its psychological and emotional impacts. It provides new insights into the role of social media use in exacerbating bullying behavior, and suggests interventions such as digital ethics education to reduce its negative impacts.
References
T. M. Nisar, G. Prabhakar, and L. Strakova, “Social media information benefits, knowledge management and smart organizations,” J. Bus. Res., vol. 94, no. August 2017, pp. 264–272, 2019, doi: 10.1016/j.jbusres.2018.05.005.
W. M. Al-Rahmi et al., “Social media–based collaborative learning: the effect on learning success with the moderating role of cyberstalking and cyberbullying,” Interact. Learn. Environ., vol. 30, no. 8, pp. 1434–1447, 2022, doi: 10.1080/10494820.2020.1728342.
A. Infante and R. Mardikaningsih, “The potential of social media as a means of online business promotion,” J. Soc. Sci. Stud., vol. 2, no. 2, pp. 45–49, 2022, doi: 10.56348/jos3.v2i2.26.
A. Bhandari and S. Bimo, “Why’s everyone on tiktok now? the algorithmized self and the future of self-making on social media,” Soc. Media Soc., vol. 8, no. 1, pp. 1–11, 2022, doi: 10.1177/20563051221086241.
M. D. Szeto, A. Mamo, A. Afrin, M. Militello, and C. Barber, “Social media in dermatology and an overview of popular social media platforms,” Curr. Dermatol. Rep., vol. 10, no. 4, pp. 97–104, 2021, doi: 10.1007/s13671-021-00343-4.
M. Haenlein, E. Anadol, T. Farnsworth, H. Hugo, J. Hunichen, and D. Welte, “Navigating the new era of influencer marketing: how to be successful on instagram, tiktok, & co.,” Calif. Manage. Rev., vol. 63, no. 1, pp. 5–25, 2020, doi: 10.1177/0008125620958166.
Z. Zhang, F. Wen, Z. Sun, X. Guo, T. He, and C. Lee, “Artificial intelligence‐enabled sensing technologies in the 5g/internet of things era: from virtual reality/augmented reality to the digital twin,” Adv. Intell. Syst., vol. 4, no. 7, pp. 1–23, 2022, doi: 10.1002/aisy.202100228.
Y. Siriwardhana, P. Porambage, M. Liyanage, and M. Ylianttila, “A survey on mobile augmented reality with 5g mobile edge computing: architectures, applications, and technical aspects,” IEEE Commun. Surv. Tutorials, vol. 23, no. 2, pp. 1160–1192, 2021, doi: 10.1109/COMST.2021.3061981.
S. E. Bibri and S. K. Jagatheesaperumal, “Harnessing the potential of the metaverse and artificial intelligence for the internet of city things: cost-effective XReality and synergistic AIoT technologies,” Smart Cities, vol. 6, no. 5, pp. 2397–2429, 2023, doi: 10.3390/smartcities6050109.
A. Szymkowiak, B. Melović, M. Dabić, K. Jeganathan, and G. S. Kundi, “Information technology and Gen Z: the role of teachers, the internet, and technology in the education of young people,” Technol. Soc., vol. 65, no. December 2020, 2021, doi: 10.1016/j.techsoc.2021.101565.
B. N. Rao, V. David, and V. Kalyani, “A study on positive and negative effects of social media on society,” J. Sci. Technol., vol. 7, no. 10, pp. 46–54, 2022, doi: 10.46243/jst.2022.v7.i10.pp46-54.
H. Susanto, L. F. Yie, F. Mohiddin, A. A. R. Setiawan, P. K. Haghi, and D. Setiana, “Revealing social media phenomenon in time of COVID-19 pandemic for boosting start-up businesses through digital ecosystem,” Appl. Syst. Innov., vol. 4, no. 1, pp. 1–21, 2021, doi: 10.3390/asi4010006.
J. Abbas, D. Wang, Z. Su, and A. Ziapour, “The role of social media in the advent of covid-19 pandemic: Crisis management, mental health challenges and implications,” Risk Manag. Healthc. Policy, vol. 14, pp. 1917–1932, 2021, doi: 10.2147/RMHP.S284313.
H. Liu, W. Liu, V. Yoganathan, and V. S. Osburg, “COVID-19 information overload and generation Z’s social media discontinuance intention during the pandemic lockdown,” Technol. Forecast. Soc. Change, vol. 166, no. August 2020, p. 120600, 2021, doi: 10.1016/j.techfore.2021.120600.
E. Abi-Jaoude, K. T. Naylor, and A. Pignatiello, “Smartphones, social media use and youth mental health,” Cmaj, vol. 192, no. 6, pp. E136–E141, 2020, doi: 10.1503/cmaj.190434.
F. A. Esquivel, I. L. de L. G. López, and A. D. Benavides, “Emotional impact of bullying and cyber bullying: perceptions and effects on students,” Rev. Caribeña Ciencias Soc., vol. 12, no. 1, pp. 367–383, 2023, doi: 10.55905/rcssv12n1-022.
M. Carvalho, C. Branquinho, and M. G. de Matos, “Cyberbullying and bullying: impact on psychological symptoms and well-being,” Child Indic. Res., vol. 14, no. 1, pp. 435–452, 2021, doi: 10.1007/s12187-020-09756-2.
T. Nazir and L. Thabassum, “Cyberbullying: definition, types, effects, related factors and precautions to be taken during COVID-19 pandemic,” Int. J. Indian Psychol., vol. 9, no. 4, pp. 480–491, 2021, doi: 10.25215/0904.047.
T. Noakes and T. Noakes, “Distinguishing online academic bullying: identifying new forms of harassment in a dissenting Emeritus Professor’s case,” Heliyon, vol. 7, no. 2, p. e06326, 2021, doi: 10.1016/j.heliyon.2021.e06326.
A. Waqas, J. Salminen, S. gyo Jung, H. Almerekhi, and B. J. Jansen, “Mapping online hate: a scientometric analysis on research trends and hotspots in research on online hate,” PLoS One, vol. 14, no. 9, pp. 1–21, 2019, doi: 10.1371/journal.pone.0222194.
E. A. Makarova et al., “Intentional concepts of verbal bullying and hate speech as a means of expressing intolerant attitude to the speech object,” Media Educ., vol. 60, no. 3, pp. 443–453, 2020, doi: 10.13187/me.2020.3.443.
M. Arisanty and G. Wiradharma, “The motivation of flaming perpetrators as cyberbullying behavior in social media,” J. Kaji. Komun., vol. 10, no. 2, p. 215, 2022, doi: 10.24198/jkk.v10i2.39876.
N. Tarmizi, S. Saee, and D. H. A. Ibrahim, “Detecting the usage of vulgar words in cyberbully activities from Twitter,” Int. J. Adv. Sci. Eng. Inf. Technol., vol. 10, no. 3, pp. 1117–1122, 2020, doi: 10.18517/ijaseit.10.3.10645.
M. M. Nair, T. F. Fernandez, and A. K. Tyagi, “Cyberbullying in digital era: history, trends, limitations, recommended solutions for future,” in 2023 International Conference on Computer Communication and Informatics, ICCCI 2023, 2023. doi: 10.1109/ICCCI56745.2023.10128624.
N. B. Alotaibi, “Cyber bullying and the expected consequences on the students’ academic achievement,” IEEE Access, vol. 7, no. October, pp. 153417–153431, 2019, doi: 10.1109/ACCESS.2019.2947163.
B. Akeusola, “Social media and the incidence of cyberbullying in Nigeria: implications for creating a safer online environment,” NIU J. Humanit., vol. 8, no. 3, pp. 125–137, 2023, doi: 10.58709/niujhu.v8i3.1701.
R. Tas’adi, Mudjiran, N. Gistituati, and A. Ananda, “Cyberbullying in the digital age: a common social phenomenon,” in Proceedings of the 2nd International Conference Innovation in Education (ICoIE 2020), 2020, pp. 196–200. doi: 10.2991/assehr.k.201209.218.
S. Waters, W. B. Russell, and M. Hensley, “Cyber bullying, social media, and character education: why it matters for middle school social studies,” Clear. House A J. Educ. Strateg. Issues Ideas, vol. 93, no. 4, pp. 195–204, 2020, doi: 10.1080/00098655.2020.1760770.
S. Baumann et al., “Perpetrators and victims of cyberbullying among youth with conduct disorder,” Eur. Child Adolesc. Psychiatry, vol. 32, no. 9, pp. 1643–1653, 2023, doi: 10.1007/s00787-022-01973-0.
A. Reisen, M. C. Viana, and E. T. Dos Santos-Neto, “Bullying among adolescents: are the victims also perpetrators?,” Brazilian J. Psychiatry, vol. 41, no. 6, pp. 518–529, 2019, doi: 10.1590/1516-4446-2018-0246.
L. Bizzi and A. Labban, “The double-edged impact of social media on online trading: opportunities, threats, and recommendations for organizations,” Bus. Horiz., vol. 62, no. 4, pp. 509–519, 2019, doi: 10.1016/j.bushor.2019.03.003.
I. Mugari, “The dark side of social media in Zimbabwe: unpacking the legal framework conundrum,” Cogent Soc. Sci., vol. 6, no. 1, 2020, doi: 10.1080/23311886.2020.1825058.
S. Jiang, “The roles of worry, social media information overload, and social media fatigue in hindering health fact-checking,” Soc. Media Soc., vol. 8, no. 3, 2022, doi: 10.1177/20563051221113070.
S. Jain and S. Agrawal, “Perceived vulnerability of cyberbullying on social networking sites: effects of security measures, addiction and self-disclosure,” Indian Growth Dev. Rev., vol. 14, no. 2, pp. 149–171, 2020, doi: 10.1108/IGDR-10-2019-0110.
T. Lafton, H. B. Holmarsdottir, O. Kapella, M. Sisask, and L. Zinoveva, “Children’s vulnerability to digital technology within the family: a scoping review,” Societies, vol. 13, no. 1, pp. 1–15, 2023, doi: 10.3390/soc13010011.
D. Sarwatay, U. Raman, and S. Ramasubramanian, “Media literacy, social connectedness, and digital citizenship in india: mapping stakeholders on how parents and young people navigate a social world,” Front. Hum. Dyn., vol. 3, no. March, pp. 1–18, 2021, doi: 10.3389/fhumd.2021.601239.
C. Kaluarachchi, M. Warren, and F. Jiang, “Responsible use of technology to combat cyberbullying among young people,” in Australasian Journal of Information Systems, 2020, pp. 1–17. doi: 10.3127/AJIS.V24I0.2791.
D. R. Wati, “The Ethics of Social Media Communication in the Perspective of the Al-Qur’an,” J. Islam. Commun. Couns., vol. 2, no. 2, pp. 93–107, 2023, doi: 10.18196/jicc.v2i2.28.
F. Waluyandi, R. Trihastuti, and M. Muchtarom, “Implementation of parental involvement in learning civic education,” Budapest Int. Res. Critics Linguist. Educ. J., vol. 3, no. 4, pp. 1686–1695, 2020, doi: 10.33258/birle.v3i4.1298.
I. Usonwu, R. Ahmad, and K. Curtis-Tyler, “Parent–adolescent communication on adolescent sexual and reproductive health in sub-Saharan Africa: a qualitative review and thematic synthesis,” 2021, BioMed Central. doi: 10.1186/s12978-021-01246-0.
D. I. Sari, T. Rejekiningsih, and M. Muchtarom, “Students’ digital ethics profile in the era of disruption: An overview from the internet use at risk in Surakarta City, Indonesia,” Int. J. Interact. Mob. Technol., vol. 14, no. 3, pp. 82–94, 2020, doi: 10.3991/ijim.v14i03.12207.
Y. Purnama and A. Asdlori, “The role of social media in students’ social perception and interaction: implications for learning and education,” Technol. Soc. Perspect., vol. 1, no. 2, pp. 45–55, 2023, doi: 10.61100/tacit.v1i2.50.
I. A. Anderson and W. Wood, “Habits and the electronic herd: the psychology behind social media’s successes and failures,” Consum. Psychol. Rev., vol. 4, no. 1, pp. 83–99, 2021, doi: 10.1002/arcp.1063.
M. Albdour, J. S. Hong, L. Lewin, and H. Yarandi, “The Impact of Cyberbullying on Physical and Psychological Health of Arab American Adolescents,” J. Immigr. Minor. Heal., vol. 21, no. 4, pp. 706–715, 2019, doi: 10.1007/s10903-018-00850-w.
M. Fan, Y. Huang, S. A. Qalati, S. M. M. Shah, D. Ostic, and Z. Pu, “Effects of information overload, communication overload, and inequality on digital distrust: a cyber-violence behavior mechanism,” Front. Psychol., vol. 12, no. April, pp. 1–11, 2021, doi: 10.3389/fpsyg.2021.643981.
G. Orrù et al., “Development of technologies for the detection of (cyber)bullying actions: the bullybuster project,” Inf., vol. 14, no. 8, pp. 1–19, 2023, doi: 10.3390/info14080430.
C. L. Odgers and M. R. Jensen, “Annual research review: adolescent mental health in the digital age: facts, fears, and future directions,” J. Child Psychol. Psychiatry Allied Discip., vol. 61, no. 3, pp. 336–348, 2020, doi: 10.1111/jcpp.13190.
V. S. Sobkin and A. V. Fedotova, “Adolescents on social media: aggression and cyberbullying,” Psychol. Russ. State Art, vol. 14, no. 4, pp. 55–70, 2021, doi: 10.11621/pir.2021.0412.
S. Dawadi, S. Shrestha, and R. A. Giri, “Mixed-methods research: a discussion on its types, challenges, and criticisms,” J. Pract. Stud. Educ., vol. 2, no. 2, pp. 25–36, 2021.
R. Timans, P. Wouters, and J. Heilbron, “Mixed methods research: what it is and what it could be,” Theory Soc., vol. 48, no. 2, pp. 193–216, 2019, doi: 10.1007/s11186-019-09345-5.
G. Kotronoulas and C. Papadopoulou, “A primer to experimental and nonexperimental quantitative research: the example case of tobacco-related mouth cancer,” Semin. Oncol. Nurs., vol. 39, no. 2, pp. 0–6, 2023, doi: 10.1016/j.soncn.2023.151396.
S. Gillard et al., “Experiences of living with mental health problems during the COVID-19 pandemic in the UK: a coproduced, participatory qualitative interview study,” Soc. Psychiatry Psychiatr. Epidemiol., vol. 56, no. 8, pp. 1447–1457, 2021, doi: 10.1007/s00127-021-02051-7.
C. Sibona, S. Walczak, and E. W. Baker, “A guide for purposive sampling on twitter,” Commun. Assoc. Inf. Syst., vol. 46, pp. 537–559, 2020, doi: 10.17705/1CAIS.04622.
P. Patron, “Correlation and regression analysis using SPSS,” OCEM J. Manag. Technol. Soc. Sci., vol. 1, no. 1, p. 128, 2019, [Online]. Available: http://www.oxfordcollege.edu.np
A. Purwanto et al., “Education research quantitative analysis for little respondents: comparing of lisrel, tetrad, GSCA, Amos, SmartPLS, WarpPLS, and SPSS,” J. Stud. Guru dan Pembelajaran, vol. 4, no. 2, pp. 335–350, 2021, [Online]. Available: https://e-journal.my.id/jsgp/article/view/1326
P. A. Christou, “How to use thematic analysis in qualitative research,” J. Qual. Res. Tour., vol. 3, no. 2, pp. 79–95, 2023, doi: 10.4337/jqrt.2023.0006.
E. V. Shalagina, “Cyber bullying in the modern media environment: sociological analysis of the ideas of adolescents and teachers (based on the materials of applied sociological research),” Commun. Trends Post-Literacy Era Polylingualism, Multimodality Multicult. As Preconditions New Creat., vol. 20, no. 20, pp. 403–414, 2020, doi: 10.15826/b978-5-7996-3081-2.28.
L. Hellström and A. Lundberg, “Understanding bullying from young people’s perspectives: An exploratory study,” Educ. Res., vol. 62, no. 4, pp. 414–433, 2020, doi: 10.1080/00131881.2020.1821388.
D. Kilvington, “The virtual stages of hate: Using Goffman’s work to conceptualise the motivations for online hate,” Media, Cult. Soc., vol. 43, no. 2, pp. 256–272, 2021, doi: 10.1177/0163443720972318.
M. Moudatsou, A. Stavropoulou, A. Philalithis, and S. Koukouli, “The role of empathy in health and social,” Healthcare, vol. 8, no. 36, pp. 7–9, 2020.
S. I. Baguley, A. Pavlova, and N. S. Consedine, “More than a feeling? What does compassion in healthcare ‘look like’ to patients?,” Heal. Expect., vol. 25, no. 4, pp. 1691–1702, 2022, doi: 10.1111/hex.13512.
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