Multivariate Analysis of Risk Factors for Destructive Behavior in Children in Indonesia
Abstract
Conduct disorders pose a significant global burden, affecting an estimated 5.75 million children and adolescents, especially boys. Conduct disorders involve repetitive behaviors that violate others rights and can jeopardize normal relationships between children and those around them. Major behavioral issues in children often occur in both school and family settings and are closely linked to the roles of parents and teachers as educators and guides. Additionally, children at a young age are highly curious and eager to explore new things; the rapid growth of technology introduces new challenges for them. Without parental guidance, considering factors such as parenting styles, education level, socioeconomic status, and occupation, children's social lives may be significantly impacted. This study aims to analyze various risk factors associated with disruptive behavior among children in Indonesia. This cross-sectional study used a guided questionnaire involving 301 parents/guardians of children aged 2-5 years. In this regard, the researchers were assisted by data enumerators residing at the study site. Data collection was conducted in two regions in Indonesia, Greater Jabodetabek (Jabodetabek) and Aceh, from October 2024 to January 2025. Bivariate analyses were performed using the Chi-square test, followed by binary logistic regression to determine factors independently associated with disruptive behavior. Bivariate analysis indicated that type of content (p = 0.017), screen time allocation (p = 0.018), and parenting pattern (p = 0.043) were significantly associated with disruptive behavior, while other variables such as parental education, domicile, occupation, marital status, and child’s age or gender showed no significant relationships. In the multivariate model, only type of content remained a significant predictor (p = 0.018). The study highlights that the quality of media content, rather than the amount of screen time, plays a key role in the emergence of disruptive behavior among children. Parental guidance and the selection of educational media content are essential preventive strategies. Interventions focusing on digital literacy and positive parenting may help mitigate the risk of behavioral problems in early childhood.
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References
1. Salmanian M, Mohammadi MR, Hooshyari Z, Mostafavi SA, Zarafshan H, Khaleghi A, et al. Prevalence, Comorbidities, and Sociodemographic Predictors of Conduct Disorder: The National Epidemiology of Iranian Children and Adolescents Psychiatric Disorders (IRCAP). European Child & Adolescent Psychiatry. 2020;29(10):1385–1399. https://doi.org/10.1007/s00787-019-01448-9
2. Asizah. Children Disruptive Behavior Well-being: Pentingnya Hubungan Anak dan Orang Tua. Seminar Psikologi & Kemanusiaan: Psychology Forum UMM. 2015. https://id.scribd.com/document/668896962/46-54-Asizah
3. Suryani L, Seto SB. Penerapan Media Audio Visual untuk Meningkatkan Perilaku Cinta Lingkungan pada Golden Age. Jurnal Obsesi : Jurnal Pendidikan Anak Usia Dini. 2020; 5(1):900–908. https://doi.org/10.31004/obsesi.v5i1.601
4. Purwati, Japar M. Parents’ Education, Personality, and Their Children’s Disruptive Behaviour. International Journal of Instruction. 2017;10(3):227–240. https://doi.org/10.12973/iji.2017.10315a
5. Novitasari R. Intuisi Kecenderungan Perilaku Disruptif pada Anak Usia Prasekolah Ditinjau Dari Stres Pengasuhan Ibu. Intuisi Jurnal Ilmu Psikologi. 2016;8(2): 61-70. https://id.scribd.com/document/891029178/8597-19087-1-SM-2
6. Wiguna T, Manengkei PSK, Pamela C, et al. Masalah Emosi dan Perilaku pada Anak dan Remaja di Poliklinik Jiwa Anak dan Remaja RSUPN dr. Ciptomangunkusumo (RSCM), Jabodetabek. Sari Pediatri. 2010;12(4): 270-277. https://saripediatri.org/index.php/sari-pediatri/article/view/505/0
7. Kemenkes RI. Laporan Nasional RISKESDAS 2018. Gangguan Mental Emosional. Lembaga Penerbit Balitbangkes Kementrian Kesehatan Republik Indonesia. 2018:226-228. https://repository.badankebijakan.kemkes.go.id/id/eprint/3514/1/Laporan%20Riskesdas%202018%20Nasional.pdf
8. Kurniasih E. Media Digital pada Anak Usia Dini. Jurnal Kreatif. 2019;9. Jurnal Kreatif Jurnal Pendidikan Dasar. 9(2):87-91. https://doi.org/10.15294/kreatif.v9i2.25401
9. Aslan. Peran Pola Asuh Orang tua di Era Digital. Jurnal Studia Insania. 2019;7(1):20-34. https://jurnal.uin-antasari.ac.id/index.php/insania/article/download/2269/1810
10. Amelia RF, Lestari T. Tanggapan Orang Tua Mengenai Pengaruh Youtube Terhadap Emosi Anak Usia Sekolah Dasar. Jurnal Pendidikan Tambusai. 2021;5(1):1482-1489. https://jptam.org/index.php/jptam/article/view/1124
11. Novianti R, Garzia M. Penggunaan Gadget pada Anak; Tantangan Baru Orang Tua Milenial. Jurnal Obsesi : Jurnal Pendidikan Anak Usia Dini. 2020;4(2):1000-1010. https://doi.org/10.31004/obsesi.v4i2.490
12. Allmann AE, Klein DN, Kopala-Sibley DC. Bidirectional and Transactional Relationships Between Parenting Styles and Child Symptoms of ADHD, ODD, Depression, and Anxiety Over 6 Years. Development and Psychopathology. 2022;34(4):1400-1411.
https://doi.org/10.1017/s0954579421000201
13. Arthy CC, Effendy E, Amin MM, Loebis B, Camellia V, Husada MS. Indonesian Version of Addiction Rating Scale of Smartphone Usage Adapted from Smartphone Addiction Scale-Short Version (SAS-SV) In Junior High School. Open Access Macedonian Journal of Medical Sciences. 2019;7(19):3235-3239. https://doi.org/10.3889/oamjms.2019.691
14. Maharani EA, Puspitasari I. Deteksi gangguan emosi dan perilaku disruptif pada anak usia prasekolah. JECCE: Journal of Early Childhood Care and Education. 2019;2(1):1-13. https://doi.org/10.26555/jecce.v2i1.566
15. Firdaus SA, Kustanti ER. Hubungan Antara Pola Asuh Otoriter Dengan Pengambilan Keputusan Karier Pada Siswa Smk Teuku Umar Semarang. Jurnal EMPATI. 2019;8(1): 212-220. https://doi.org/10.14710/empati.2019.23596
16. Berutu RF. The Influence of Digital Media on Aggression in Indonesian Children: A Systematic Review. International Journal of Humanities and Social Sciences Reviews. 2024;1(4):7-16. https://doi.org/10.62951/ijhs.v1i4.341
17. Sari W, Astrada A, Septiana V, Pamungkas RA. Screen Time and Emotional Development Among Indonesian Preschoolers: A Comparative Study Across Socioeconomic Contexts in Jabodetabek. Media Publikasi Promosi Kesehatan Indonesia (MPPKI). 2025;8(9):1001-1012. https://jurnal.unismuhpalu.ac.id/index.php/MPPKI/article/view/7879
18. Boediman LM, Desnawati S. The Relationship Between Parenting Style and Children's Emotional Development Among Indonesian Population. Jurnal Ilmiah Psikologi MIND SET. 2019;10(1):17-24. https://scholar.ui.ac.id/en/publications/the-relationship-between-parenting-style-and-childrens-emotional-
19. Riany YE, Haslam DM, Sanders M. Parental Mood, Parenting Style and Child Emotional and Behavioural Adjustment: Australia-Indonesia Cross-cultural Study. Journal of Child and Family Studies. 2022;31(9):2331-2343. https://doi.org/10.1007/s10826-021-02137-5
20. Putra A. Parental Education Conditions in Rural Areas of Bengkulu: Case Study on Responsive Gender, Parenting Styles, Equality Behavior, and Learning Needs. Muwazah; Jurnal Kajian Gender. 2023 30;15(2):227-250. https://doi.org/10.28918/muwazah.v15i2.2012
21. Puspitasari MD, Rahmadhony A, Prasetyo S, Fadila W. Early Childhood Parenting Practices in Indonesia. Population Review. 2020;59(2):139-155. https://doi.org/10.1007/s10826-021-02137-5
22. Thompson RA. Emotion Dysregulation: A Theme in Search of Definition. Development and Psychopathology. 2019;31(3):805-815. https://doi.org/10.1017/s0954579419000282
23. Karmila E, Kiswanto E, Sekarjati C, Hadna AH, Pitoyo AJ. Policy (In) Coherence in Early Childhood Development-Insights from Indonesia. Populasi: Jurnal Kependudukan dan Kebijakan. 2025;33(1):1-7. https://doi.org/10.22146/jp.102590
24. Meng X, Liang X, Liu C, Cheng N, Lu S, Zhang K, Yin Y, Cheng T, Lu C, Wang Z. Associations Between Screen Media Use and Young Children's Inhibitory Control: Evidence from Behavioral and fNIRS Study. Computers in Human Behavior. 2024;152: 108041. https://doi.org/10.1016/j.chb.2023.108041
25. Hmidan A, Seguin D, Duerden EG. Media Screen Time Use and Mental Health in School Aged Children During the Pandemic. BMC Psychology. 2023;11(1):202. https://doi.org/10.1186/s40359-023-01240-0
26. Qi J, Yan Y, Yin H. Screen Time Among School-aged Children of Aged 6–14: A Systematic Review. Global Health Research and Policy. 2023 Apr 19;8(1):12. https://doi.org/10.1186/s41256-023-00297-z
27. Hasan S, Teresa A, Widjaja NT. Relationship between Parenting Style, Family Relationship and Emotional Behavioral Problems among Elementary-School Children. Jurnal Kedokteran Meditek. 2023; 29(2):120-128. https://doi.org/10.36452/jkdoktmeditek.v29i2.2548
28. Maulida I, Abdurrahman A. Parenting Patterns and Child Behavior: A Comparative Study of Single and Full Parents. Ascarya: Journal of Islamic Science, Culture, and Social Studies. 2024;4(1):135-146. https://doi.org/10.53754/iscs.v4i1.676
29. Rahman FN, Hasanah U, Dewi NA. Influence of Media Exposure and Parenting Style on Behavioral Problems Among Preschool Children in Indonesia. Asian Journal Public Health Res. 2024;6(3):210–219.
30. Haslam D, Poniman C, Filus A, Sumargi A, Boediman L. Parenting Style, Child Emotion Regulation and Behavioral Problems: The Moderating Role of Cultural Values in Australia and Indonesia. Marriage & Family Review. 2020;56(4):320-342. https://doi.org/10.1080/01494929.2020.1712573
31. Xu Y, Qiao L. Digital Screen Exposure and Emotional Symptoms in Preschool Children: Mediation by Parent–Child Relationship and Moderation by Peer Relationships. Frontiers in Psychology. 2025;16:1584919. https://doi.org/10.3389/fpsyg.2025.1584919
32. UNICEF Indonesia. Digital Literacy and Child Online Safety in Indonesia: Policy Brief. Jabodetabek: UNICEF; 2022.
33. Salam A, Briawan D, Martianto D, Thaha AR, Arundhana AI. Efek Suplementasi Vitamin A, Minyak Fortifikasi dan Edukasi Gizi Ibu Nifas terhadap Morbiditas Ibu dan Bayi. Media Kesehatan Masyarakat Indonesia. 2018;14(3):209-216. https://doi.org/10.30597/mkmi.v14i3.4348
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