Evaluating the Effects of Social Media Trends on Imitation Behaviour Among Adolescents: A Meta-Analytical Approach
DOI:
https://doi.org/10.52152/RCR.V14.7Keywords:
Social Media Trends, Adolescent Imitation, Meta-Analysis, Social Cognitive Theory, Digital InfluenceAbstract
Social media trends have emerged as a powerful influence on adolescent behaviour, particularly through mechanisms of imitation and peer validation. This study conducted a meta-analysis of 11 peer-reviewed empirical studies published between 2015 and 2024 to quantitatively assess the impact of social media trends, such as viral challenges, influencer content, and meme-driven behaviours, on imitation behaviour among adolescents aged 12–18. Standardised mean differences (SMD) were calculated using Hedges’ g, with results showing a large and statistically significant pooled effect size under the random-effects model (SMD = 1.08, 95% CI: 0.76 to 1.40, p < 0.0001). Substantial heterogeneity was observed (I² = 92.57%), indicating variability across study designs, platforms, and populations. Egger’s test showed no evidence of publication bias (p = 0.4681). The findings are interpreted using Social Cognitive Theory, the Digital Social Influence Model, and Social Comparison Theory, which collectively explain how adolescents internalise and imitate behaviours they observe and perceive as socially rewarded online. This study highlights the urgency of implementing digital literacy programs and parental guidance strategies to help adolescents critically evaluate social media content. Recommendations for educators, policymakers, and researchers are provided to support healthier digital engagement and reduce exposure to potentially harmful imitative behaviour.
References
Abraham, S. E. (2022). Make it or Fake it, Social Media Exposure and Personality Perception Among Youths in Delta State. Researchgate.
Al-Ansi, A. M., Hazaimeh, M., Hendi, A., Al-Hrinat, J., & Adwan, G. (2023). How do social media influencers change adolescents’ behaviour? Evidence from Middle East Countries. Heliyon, 9(5).
ALIYU, I. Y., HUSSAINI, A., ALHASSAN, H., HAMID, A. M., & TANKO, S. B. (2023). AWARENESS AND PERCEPTION OF POLITICAL MISINFORMATION ON SOCIAL MEDIA AMONG STUDENTS IN NUHU BAMALI POLYTECHNIC, ZARIA. International Journal of Assessment and Evaluation in Education.
Anderson, M., & Jiang, J. (2018). Teens, social media & technology 2018. Pew Research Centre, 31(2018), 1673-1689.
Balt, E., Mérelle, S., Robinson, J., Popma, A., Creemers, D., Van Den Brand, I., & Gilissen, R. (2023). Social media use of adolescents who died by suicide: lessons from a psychological autopsy study. Child and adolescent psychiatry and mental health, 17(1), 48.
Bandura, A. (2001a). Social cognitive theory of mass communication. Media Psychology, 3(3), 265–299.
Bandura, A. (2001b). Social cognitive theory: An agentic perspective. Annual review of psychology, 52(1), 1-26.
Borenstein, M., Hedges, L. V., Higgins, J. P., & Rothstein, H. R. (2021). Introduction to meta-analysis. John Wiley & Sons.
Bottaro, R., & Faraci, P. (2022a). The digital social influence model: Psychological mechanisms and behavioural effects. Current Psychology, 41, 6789–6802.
Bottaro, R., & Faraci, P. (2022b). The use of social networking sites and their impact on adolescents’ emotional well-being: A scoping review. Current Addiction Reports, 9(4), 518-539.
Chan, K., & Prendergast, G. P. (2018). Social comparison, imitation of celebrity models and materialism among Chinese youth. International journal of advertising, 27(5), 799-826.
Choukas-Bradley, S., Roberts, S. R., Maheux, A. J., & Nesi, J. (2022). The perfect storm: A developmental–sociocultural framework for the role of social media in adolescent girls’ body image concerns and mental health. Clinical Child and Family Psychology Review, 25(4), 681-701.
Cook, J., & Bird, G. (2011). Social attitudes differentially modulate imitation in adolescents and adults. Experimental brain research, 211, 601-612.
Duffy, B. E. (2017). (Not) getting paid to do what you love: Gender, social media, and aspirational work. Yale University Press.
Fardouly, J., Diedrichs, P. C., Vartanian, L. R., & Halliwell, E. (2015). Social comparisons on social media: The impact of Facebook on young women's body image concerns and mood. Body Image, 13, 38-45.
Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7(2), 117-140.
Guo, B., Ding, Y., Yao, L., Liang, Y., & Yu, Z. (2020). The future of false information detection on social media: New perspectives and trends. ACM Computing Surveys (CSUR), 53(4), 1-36.
Higgins, J. P. T., Thomas, J., Chandler, J., et al. (2022). Cochrane Handbook for Systematic Reviews of Interventions (Version 6.3). Cochrane.
Katz, E., Blumler, J. G., & Gurevitch, M. (1973). Uses and gratifications research. The Public Opinion Quarterly, 37(4), 509-523.
Lajnef, K. (2023). The effect of social media influencers on teenagers' behaviour: an empirical study using the cognitive map technique. Current Psychology, 42(22), 19364-19377.
Li, Q., & Li, N. (2024). Social Media and Adolescents’ Prosocial Behaviour: Evidence of the Interaction Between Short Videos and Social Value Orientation. Psychology Research and Behaviour Management, 3267-3281.
Li, X., & Jiang, A. (2023). The impact of prevalent behavioural mimicry in adolescents on disease prevention and maintenance of healthy behavioural activation. Healthcare and Medical Devices, 79(79).
Liu, S., Aw, E. C. X., Tan, G. W. H., & Ooi, K. B. (2023). Virtual influencers as the next generation of influencer marketing: Identifying antecedents and consequences. In Current and Future Trends on Intelligent Technology Adoption: Volume 1 (pp. 23-39). Cham: Springer Nature Switzerland.
Middaugh, E. (2019). Teens, social media, and fake news. In Unpacking fake news: An Educator’s Guide to Navigating the Media with Students (Vol. 8, pp. 42-58).
Nugraha, A. M., Ichsan, I., Ningtyas, M. W. A., Arief, A. S., & adi Cakranegara, P. (2022). Behavior Analysis of Social Media use among adolescents. Sinkron: Journal of Informatics Engineering Research, 6(2), 399-404.
O’Reilly, M., Dogra, N., Whiteman, N., Hughes, J., Eruyar, S., & Reilly, P. (2018). Is social media bad for mental health and well-being? Exploring the perspectives of adolescents. Clinical Child Psychology and Psychiatry, 23(4), 601-613.
Paciello, M., Corbelli, G., & D’Errico, F. (2023). The role of self-efficacy beliefs in dealing with misinformation among adolescents. Frontiers in Psychology, 14, 1155280.
Pérez-Torres, V. (2024). Social media: A digital social mirror for identity development during adolescence. Current Psychology, 43(26), 22170-22180.
Sherman, L. E., Greenfield, P. M., Hernandez, L. M., & Dapretto, M. (2018). Peer influence via Instagram: Effects on brain and behaviour in adolescence and young adulthood. Child development, 89(1), 37-47.
Sherman, L. E., Payton, A. A., Hernandez, L. M., Greenfield, P. M., & Dapretto, M. (2016). The power of the like in adolescence: Effects of peer influence on neural and behavioural responses to social media. Psychological science, 27(7), 1027-1035.
So, J. (2012). Uses, gratifications, and beyond: Toward a model of motivated media exposure and its effects on risk perception. Communication Theory, 22(2), 116-137.
Steinberg, L., & Icenogle, G. (2019). Using developmental science to distinguish adolescents and adults under the law. Annual Review of Developmental Psychology, 1(1), 21-40.
Talmud, I., & Mesch, G. (2020). Wired youth: The online social world of adolescence. Routledge.
Taşkıran, H. B. (2019). Uses and gratifications approach, social media, and personal branding: A study on social media users in Turkey. Communication Today, 10(1), 142-155.
Tiggemann, M., & Slater, A. (2015). The role of self-objectification in the mental health of early adolescent girls: Predictors and consequences. Journal of Pediatric Psychology, 40(7), 704-711.
Tiggemann, M., & Slater, A. (2017). Facebook and body image concern in adolescent girls: A prospective study. International Journal of Eating Disorders, 50(1), 80-83.
Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36(3), 1–48.
Vollmer, A. L., Read, R., Trippas, D., & Belpaeme, T. (2018). Children conform, adults resist: A robot group induced peer pressure on normative social conformity. Science Robotics, 3(21), eaat7111.
Vosoughi, S., Roy, D., & Aral, S. (2018). The spread of true and false news online. Science, 359(6380), 1146-1151.
Witte, K. (1992). Putting the fear back into fear appeals: The extended parallel process model. Communications Monographs, 59(4), 329-349.
Xie, S., & Madni, G. R. (2023). Impact of social media on the young generation’s green consumption behaviour through subjective norms and perceived green value. Sustainability, 15(4), 3739.
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