Cartoon Violence in YouTube Shorts: A Qualitative Content Analysis on Children’s Potential Imitation of Violent Behavior

Main Article Content

  Melisa Arisanty
  Yasir Riady
  Selly Anastasia Amelia Kharis
  Sri Sukatmi
  Majidah Majidah

Abstract

Background: YouTube Shorts has rapidly become one of the most consumed digital formats among children due to its short duration, fast-paced visual stimuli, and algorithm-driven recommendations. While these characteristics make Shorts highly engaging, they also increase the risk of repeated exposure to violent cartoon content, which may influence children’s behavior through imitation and desensitization.
Aims: This study aims to identify the forms of violence present in popular YouTube Shorts cartoons and analyze their potential to be imitated by early childhood–aged children, as well as examine the role of YouTube’s algorithm in reinforcing repeated exposure.
Method: A qualitative content analysis approach was employed to examine 90 YouTube Shorts videos selected through purposive sampling from three popular categories: Roblox animations, Squid Game parody animations, and Tung-Tung Sahur meme-style animations. Each video was coded based on indicators of physical, symbolic, and verbal violence.
Results: All analyzed videos contained recurrent violent cues, with physical chasing sequences accounting for 32%, symbolic harm for 29%, threat-based elimination for 21%, and verbal aggression for 18%. These elements were often presented humorously or as challenges, increasing their likelihood of being imitated by children. Algorithmic reinforcement further intensified exposure by repeatedly recommending similar content, contributing to desensitization and the strengthening of aggressive behavioral scripts.
Conclusion: The findings indicate that YouTube Shorts cartoons contribute to the development of aggressive tendencies in young viewers through repeated portrayals of violence. The study underscores the need for stronger parental mediation, improved platform moderation, and digital literacy education. Future research should include larger samples and cross-platform analyses to better understand long-term behavioral impacts.

Downloads

Download data is not yet available.

Article Details

How to Cite
Arisanty, M., Riady, Y., Kharis, S. A. A., Sukatmi, S., & Majidah, M. (2025). Cartoon Violence in YouTube Shorts: A Qualitative Content Analysis on Children’s Potential Imitation of Violent Behavior. FINGER : Jurnal Ilmiah Teknologi Pendidikan, 4(3), 241–250. https://doi.org/10.58723/finger.v4i3.495
Section
Research Articles

References

Ali, S., & Pasha, S. A. (2024). Examining Parents’ Awareness About Children’s Accidental Exposure to Online Indecent Content: A Micro-Level Qualitative Study in Rawalpindi City. Pakistan Journal of Psychological Research, 39(2), 371–393. https://doi.org/10.33824/PJPR.2024.39.2.21

Alieksieienko, Y. (2025). Evolution of Children’s YouTube Content Formats: From Sketches to Storytelling. Pedagogy and Education Management Review (PEMR), 2(2), 16–24. https://doi.org/10.36690/2733-2039-2025-2-16-24

Alqahtani, S. I., Yafooz, W. M. S., Alsaeedi, A., Syed, L., & Alluhaibi, R. (2023). Children’s Safety on YouTube: A Systematic Review. Appl. Sci, 13, 4404. https://doi.org/10.3390/app13064044

Ashari, A., Jo, L. W., Peh, J., & Oliver, G. (2025). Facial features of cartoon characters and their perceived attributes. Scientific Reports, 15(1), 1–7. https://doi.org/10.1038/s41598-024-82677-0

Bishop, S. (2019). Managing visibility on YouTube through algorithmic gossip. New Media & Society, 21(11), 1 –18. https://doi.org/10.1177/1461444819854731

Cakmak, M. C., Agarwal, N., & Poudel, D. (2025). Investigating Algorithmic Bias in YouTube Shorts. ArXiv Preprint ArXiv:2507.04605, 1–15. https://doi.org/10.48550/arXiv.2507.04605

Dagtas, S., Cakmak, M. C., & Agarwal, N. (2025). Efficient Data Retrieval and Comparative Bias Analysis of Recommendation Algorithms for YouTube Shorts and Long-Form Videos. ArXiv Preprint ArXiv:2507.21467, 1–32. https://doi.org/10.48550/arXiv.2507.21467

Firmansyah, D., & Saepuloh, D. (2022). Social Learning Theory: Cognitive and Behavioral Approaches. Jurnal Ilmiah Pendidikan Holistik (JIPH), 1(3), 297–324. https://doi.org/10.55927/jiph.v1i3.2317

Fuente, J. De, Kau, D. F., & Boruchovitch, E. (2023). Editorial: Past, present and future contributions from the social cognitive theory (Albert Bandura). Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.1258249

Garlen, J. C., & Hembruff, S. (2021). Unboxing Childhood: Risk and Responsibility in the Age of YouTube. Journal of Childhood Studies, 46(2), 78–90. https://doi.org/10.18357/jcs462202119934

Hermawan, H., Fahlevi, A. F., & Halik, A. (2025). Symbolic Violence of Micro Celebrities on Social Media (Critical Discourse Analysis on Instagram Account @ indrakenz). Proceedings of the 5th International Conference on Linguistics and Cultural Studies 5 (ICLC-5 2024), 5, 106–117. https://doi.org/10.2991/978-2-38476-394-8

Idyan, Z. (2025). The Impact of YouTube Content on Child Psychology: A. Jurnal Ilmu Psikologi Dan Kesehatan, 3(4), 155–162. https://doi.org/10.47353/sikontan.v3i4.2782

Imaniah, I., Dewi, N. F. K., & Zakky, A. (2020). YouTube Kids Channels in Developing Young Children’S Communication Skills in English: Parents’ Beliefs, Attitudes, and Behaviors. International Journal of Language Education and Cultural Review (IJLECR), 6(1), 20–30. https://doi.org/10.21009/IJLECR.061.03

Isteniˇ, A., Rosanda, V., Volk, M., & Gaˇcnik, M. (2023). Parental Perceptions of Child’s Play in the Post-Digital Era: Parents’ Dilemma with Digital Formats Informing the Kindergarten Curriculum. Children, 10, 101. https://doi.org/10.3390/children10010101

Koutroubas, V., & Galanakis, M. (2022). Bandura’s Social Learning Theory and Its Importance in the Organizational Psychology Context. Psychology Research, 12(6), 315–322. https://doi.org/10.17265/2159-5542/2022.06.001

Li, Y. (2025). Children’s development in the digital age: impact of technology, family, and pandemic on education and well-being. Early Child Development and Care, 194(13–14), 1245–1250. https://doi.org/10.1080/03004430.2024.2440687

Papadamou, K., Papasavva, A., Zannettou, S., Blackburn, J., Kourtellis, N., Leontiadis, I., Stringhini, G., & Sirivianos, M. (2020). Disturbed YouTube for Kids: Characterizing and Detecting Inappropriate Videos Targeting Young Children. Proceedings of the Fourteenth International AAAI Conference on Web and Social Media (ICWSM 2020) Disturbed, Icwsm, 522–533. https://doi.org/10.1609/icwsm.v14i1.7320

Rajendran, P. T., Creusy, K., & Garnes, V. (2024). Shorts on the Rise: Assessing the Effects of YouTube Shorts on Long-Form Video Content. ArXiv Preprint ArXiv, 1–15. https://doi.org/10.48550/arXiv.2402.18208

Renés-arellano, P., Rey, U., Carlos, J., & Aguaded, I. (2022). YouTube videos for young children: an exploratory study. Digital Education Review, 41, 32–43. https://doi.org/10.1344/der.2022.41.32-43

Saleem, S. (2022). Impact of YouTube on Children’s Behaviors and Activities. Journal of Journalism, Media Science & Creative Arts, 2(1), 59–75. https://doi.org/10.56596/jjmsca.v2iissue%201.34

Sheikh, M. A., Hassan, A. A. U., Mohsin, N., & Mir, B. (2023). Cartoon’s Content and their Impact on C hildren’s Psychology. Pakistan Journal of Humanities and Social Sciences Volume, 11(04), 3913–3923. https://doi.org/10.52131/pjhss.2023.1104.0660

Simanjuntak, M., Putri, M. K. N., Yuliati, L. N., Muflikhati, I., Retnaningsih, & Johan, I. R. (2023). Explaining Children on YouTube: The Case of Indonesian Subscriber Behavioral Intention on Kidz YouTube Channel. Jurnal Ilmu Keluarga Dan Konsumen, 16(2), 188–198. https://doi.org/10.24156/jikk.2023.16.2.188

Sobkin, V., Ryabkova, I., & Antufueva, N. (2024). Connection of Features of Identification with Cartoon Characters with the Understanding of Emotions in Older Preschoolers. Media Education (Mediaobrazovanie), 20(4), 668–680. https://doi.org/10.13187/me.2024.4.668

Starks, A., & Reich, S. M. (2024). Children’s sensemaking of algorithms and data flows across YouTube and social media Available to Purchase. Information and Learning Sciences, 125(9), 673–692. https://doi.org/10.1108/ILS-12-2023-0201

Yifei, L. (2024). Decoding the Short Video Era: A Study of Vlog-led Innovation in the Art of Hosting. Academic Journal of Humanities & Social Sciences, 7(11), 129–134. https://doi.org/10.25236/AJHSS.2024.071119

Zubaidi, A. K. M. (2024). The Necessity of Educational Content for Indonesian Society Through YouTube Channels. Integration: Journal Of Social Sciences and Culture, 2(3), 296–306. https://doi.org/10.38142/ijssc.v2i3.225