Structural Model of the Relationship Between Social Media Addiction in Students Based on Behavioral Brain Systems: The Mediating Role of Chronotype

Authors

Keywords:

Social media addiction, behavioral brain systems, chronotype, circadian rhythm, students

Abstract

Purpose: The present study aimed to examine a structural model of social media addiction based on behavioral brain systems, with the mediating role of chronotype among university students.

Methods and Materials: The research design was descriptive-correlational using structural equation modeling. The statistical population included all students of the Islamic Azad University, Semnan Branch, during the 2023–2024 academic year. From this population, 326 participants were selected through convenience sampling. The research instruments included the Behavioral Inhibition System/Behavioral Activation System (BIS/BAS) scales developed by Charles S. Carver and Teri L. White, the Morningness–Eveningness Questionnaire (MEQ) by Jim Horne and Olov Östberg, and the Social Media Addiction Questionnaire developed by Khajehahmadi et al. Data analysis was conducted using SPSS-25 and Amos software.

Findings: The results indicated that social media addiction was positively associated with both the Behavioral Activation System (BAS) and the Behavioral Inhibition System (BIS), and negatively and significantly associated with morning chronotype. Structural equation modeling findings confirmed that the Behavioral Activation System had both a direct and an indirect effect—through a decrease in morningness score (i.e., a tendency toward eveningness)—on increasing social media addiction. However, the mediating role of chronotype in the relationship between the Behavioral Inhibition System and addiction was not supported.

Conclusion: The findings suggest that chronotype, as a physiological substrate, facilitates the pathway through which neural sensitivities—particularly the reward system—are translated into addictive behaviors. Accordingly, therapeutic and preventive interventions in the domain of emerging addictions should, in addition to psychological factors, focus on the regulation of circadian rhythms and the modification of students’ temporal lifestyle patterns.

Downloads

Download data is not yet available.

References

Al-Rfooh, O. F., & Khater, W. (2024). The impact of chronotype on physical health, psychological health, and job performance among health care providers in acute care settings. International Journal of Healthcare Management, 17(2), 297-304. https://doi.org/10.1080/20479700.2023.2177665

Bodur, M., Bidar, Ş. N., & Yardımcı, H. (2021). Effect of Chronotype on Diet and Sleep Quality in Healthy Female Students: Night Lark Versus Early Bird. Nutrition & Food Science, 51(7), 1138-1149. https://doi.org/10.1108/nfs-01-2021-0008

Burek, K., Rabstein, S., Kantermann, T., Vetter, C., Rotter, M., Wang, s. R., & et al. (2022). Night work, chronotype and cortisol at awakening in female hospital employees. Sci Rep, 12(1), 1-13. https://doi.org/10.1038/s41598-022-10054-w

Carlson, S. E., Suchy, Y., Baron, K. G., Johnson, K. T., & Williams, P. (2023). A Daily Examination of Executive Functioning and Chronotype in Bedtime Procrastination. Sleep, 46(8). https://doi.org/10.1093/sleep/zsad145

Cheraghiani, F. (2020). Predicting mobile phone addiction based on brain-behavioral systems, feeling of loneliness, and self-esteem in adolescent girls (Persian). Journal of Modern Advances in Behavioral Sciences, 6(54).

Demirhan, E., Randler, C., & Horzum, M. B. (2017). Is problematic mobile phone use explained by chronotype and personality? Chronobiology International, 33(7), 821-831. https://doi.org/10.3109/07420528.2016.1171232

Esmaeili, M. (2020). The role of behavioral brain systems, experiential avoidance, and anxiety sensitivity in addiction tendency among students at Yasuj Islamic Azad University Islamic Azad University, Arsanjan Branch].

Eynipour, J., Bayat, M., & Pashang, S. (2021). Predicting university students' internet addiction based on behavioral brain systems. Journal of School of Public Health and Institute of Public Health Research, 19(1), 85-98. https://sjsph.tums.ac.ir/article-1-5995-en.html

Genta, F. D., Neto, G. B. R., Sunfeld, J. P. V., Porto, J. F., Xavier, A. D., Moreno, C. R. C., Lorenzi-Filho, G., & Genta, P. R. (2021). COVID-19 pandemic impact on sleep habits, chronotype, and health-related quality of life among high school students: a longitudinal study. Journal of Clinical Sleep Medicine, 17(7), 1371-1377. https://doi.org/10.5664/jcsm.9196

Ghaderi, Z., & Moeinan, D. (2024). Presenting a prediction model of internet addiction based on brain-behavioral systems mediated by cognitive flexibility in adolescents (Persian). Rooyesh-e-Ravanshenasi Journal, 13(4), 97.

Günal, A. M. (2023). Sleep, Activity, and Diet in Harmony: Unveiling the Relationships of Chronotype, Sleep Quality, Physical Activity, and Dietary Intake. Frontiers in Nutrition, 10. https://doi.org/10.3389/fnut.2023.1301818

Lu, W.-H., Chou, W.-J., Hsiao, R. C., Hu, H.-F., & Yen, C.-F. (2019). Correlations of Internet Addiction Severity With Reinforcement Sensitivity and Frustration Intolerance in Adolescents With Attention-Deficit/Hyperactivity Disorder: The Moderating Effect of Medications [Original Research]. Frontiers in Psychiatry, 10. https://doi.org/10.3389/fpsyt.2019.00268

Luo, Z., Zhang, J., Guo, M., & Wu, D. (2024). The Effect of Chronotype on Social functioning in Schizophrenic Patients: Examining the Chain-Mediating Role of Sleep Quality and Anxiety. https://doi.org/10.22541/au.172590496.61056721/v1

Noh, H. L., Kwon, O. J., & Shim, E. J. (2021). The Relationship Between Chronotype and Physical Quality of Life in College Students: The Mediating Effect of Fatigue and Academic Burnout. Korean Journal of Stress Research, 29(4), 220-226. https://doi.org/10.17547/kjsr.2021.29.4.220

Nowakowska‐Domagała, K., Podlecka, M., Sadowski, K., Pietras, T., & Mokros, Ł. (2023). The Relationship Between Chronotype, Dispositional Mindfulness and Suicidal Ideation Among Medical Students: Mediating Role of Anxiety, Insomnia and Social Dysfunction. Journal of Sleep Research, 32(4). https://doi.org/10.1111/jsr.13823

Owens, J. A., Dearth-Wesley, T., Lewin, D., Gioia, G., & Whitaker, R. C. (2016). Self-regulation and sleep duration, sleepiness, and chronotype in adolescents. Pediatrics, 138(6). https://doi.org/10.1542/peds.2016-1406

Poon, K., Ho, M. S., Tai, A. P., Leung, M. K., Chan, M. C., & Lau, W. K. (2024). Mediating roles of sleep quality and resilience in the relationships between chronotypes and mental health symptoms. Scientific reports, 14(1), 5874. https://doi.org/10.1038/s41598-024-56688-w

Pourmohseni Kalouei, F., Eini, S., Motahari, M. T., & Ebadi Kasbakhi, M. (2023). Causal Modeling of Mobile Phone Addiction in Students Based on Alexithymia and Communication Problems: The Mediating Role of Brain-Behavioral Systems. School Psychology and Education, 12(3), 16-30. https://jsp.uma.ac.ir/article_2454.html

Sarwar, R., Akhtar, S., Sarwar, A., Shahid, M., Komal, F., Chandni, M., & Majid, M. (2025). Impact of Personality Traits, Social Media Addiction, and Academic Resilience in College Students. ACADEMIA International Journal for Social Sciences, 4(2), 495-503. https://doi.org/10.63056/ACAD.004.02.0192

Shabtari, F., Hajializadeh, K., & Hajmohammadi, Z. (2023). Investigating the Relationship between Behavioral Activation and Inhibition Systems (BIS/BAS) and Effortful Control (EC) with Clinical Symptoms and Personality Disorders in Patients with Substance Abuse Disorders. Journal of Assessment and Research in Applied Counseling (JARAC), 5(1), 96-103. https://doi.org/10.61838/kman.jarac.5.1.13

Soraci, P., Demetrovics, Z., Bevan, N., Pisanti, R., Servidio, R., Bernardo, C. D., Chini, E., & Griffiths, M. D. (2025). FoMO and Psychological Distress Mediate the Relationship Between Life Satisfaction, Problematic Smartphone Use, and Problematic Social Media Use. International journal of mental health and addiction. https://doi.org/10.1007/s11469-024-01432-8

Totur, G., Üzüm, Ö., Eliaçık, K., Çam, O., Elmalı, F., Kanık, A., & Helvacı, M. A. (2025). Healthy Lifestyle in Adolescents With Digital Addictions: A Comparative Study of Gaming and Social Media Addiction. Clinical Pediatrics, 64(11), 1613-1621. https://doi.org/10.1177/00099228251350811

Üstündağ, A., Önlü, S. İ., & Akdeniz, İ. N. (2025). The Relationship Between Social Media Privacy Protection Skills and Social Media Addiction: A Study on Adolescents. Journal of Learning and Teaching in Digital Age, 10(1), 68-74. https://doi.org/10.53850/joltida.1465521

Yangılar, F., & Yilmaz, S. K. (2022). Evaluation of the Relationship Between Chronotype, Sleep Quality and Adaptation to Mediterranean Diet in University Students: A Descriptive Study. Turkiye Klinikleri Journal of Health Sciences, 7(4), 976-985. https://doi.org/10.5336/healthsci.2022-90729

Yaqoob, A., Hafeez, R., Khan, R. N., & Khan, M. A. (2025). Navigating the Digital Self: Social Media Addiction and Its Effect on Social Comparison and Internalizing Symptoms. SocSciSpec, 4(3), 197-215. https://doi.org/10.71085/sss.04.03.329

Zhu, Y., Huang, J., & Yang, M. (2022). Association Between Chronotype and Sleep Quality Among Chinese College Students: The Role of Bedtime Procrastination and Sleep Hygiene Awareness. International journal of environmental research and public health, 20(1), 197. https://doi.org/10.3390/ijerph20010197

Zhu, Y., Jin, G., Shi, H., Sun, C., Wei, H., Yang, L., Hao, J., Sun, Y., Su, P., Wu, X., Tang, X., & Zhang, Z. (2025). Mediating Effect of Social Anxiety on the Association Between Self-Esteem and Internet Addiction Among Chinese Vocational School Students. Frontiers in Public Health, 13. https://doi.org/10.3389/fpubh.2025.1412480

Downloads

Publication Timeline

Published
Submitted
Revised
Accepted

Issue

Section

Articles

How to Cite

Ali Mirzaei, S., & Rajabpour, M. (2026). Structural Model of the Relationship Between Social Media Addiction in Students Based on Behavioral Brain Systems: The Mediating Role of Chronotype. Iranian Journal of Neurodevelopmental Disorders, 1-9. https://maherpub.com/index.php/jndd/article/view/755