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The Relationship Between Social Media Addiction and Psychological Distress: A Meta-Analytic Study

Year 2025, Volume: 7 Issue: 3, 226 - 235, 27.09.2025
https://doi.org/10.35365/ctjpp.25.3.01

Abstract

This study aims to examine the relationship between social media addiction and psychological distress using a meta-analytical approach. To achieve this objective, a literature review was conducted in the Web of Science, Scopus, and Google Scholar databases, covering the period from January 2020 to 2025. Based on the inclusion criteria, 28 studies with a total sample size of 26,671 were deemed suitable for the meta-analysis process. Data analysis was performed using Jamovi 2.6.23, an open-source and free software. When examining the descriptive characteristics of the studies, it was revealed that 35.7% of the publications were published in 2024, 21.4% were conducted in China, and 60.7% were indexed in SSCI. According to the random-effects model, a moderate effect (r = 0.382) was found between social media addiction and psychological distress within a 95% confidence interval. In other words, as the level of social media addiction increases, the levels of psychological distress, including depression, anxiety, and stress, also tend to rise. Therefore, the findings of this study highlight the importance of preventive interventions and awareness programs at both individual and societal levels to protect the mental health of social media users.

Ethical Statement

The reported research was conducted in accordance with general ethical guidelines in psychology. No data were collected from human participants, no original data were produced or analyzed as part of the study. Therefore, ethical committee approval was not required for this study.

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References

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  • Brailovskaia, J., & Margraf, J. (2021). The relationship between burden caused by coronavirus (Covid-19), addictive social media use, sense of control and anxiety. Computers in Human Behavior, 119, 106720. https://doi.org/10.1016/j.chb.2021.106720
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  • Marino, C., Gini, G., Vieno, A., & Spada, M. M. (2018). The associations between problematic Facebook use, psychological distress and well-being among adolescents and young adults: a systematic review and meta-analysis. Journal of Affective Disorders, 226, 274-281. https://doi.org/10.1016/j.jad.2017.10.007
  • Mitropoulou, E. M., Karagianni, M., & Thomadakis, C. (2022). Social media addiction, self-compassion, and psychological well-being: a structural equation model. Alpha Psychiatry, 23(6), 298-304. https://doi.org/10.5152/alphapsychiatry.2022.22957
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Sosyal Medya Bağımlılığı ve Psikolojik Sıkıntı Arasındaki İlişki: Meta-Analitik Bir Çalışma

Year 2025, Volume: 7 Issue: 3, 226 - 235, 27.09.2025
https://doi.org/10.35365/ctjpp.25.3.01

Abstract

Bu çalışmada sosyal medya bağımlılığı ve psikolojik sıkıntı arasındaki ilişkinin meta-analitik bir yaklaşımla incelenmesi amaçlanmıştır. Bu amaç doğrultusunda Web of Science, Scopus ve Google Scholar veri tabanlarında Ocak 2020-2025 tarihlerini kapsayan bir literatür taraması gerçekleştirilmiştir. Buradan hareketle, dâhil edilme kriterlerine uyan ve toplam örneklem büyüklüğünün 26.671 olan 28 çalışma meta-analiz sürecinde değerlendirilmeye uygun bulunmuştur. Verilerin analizinde açık kaynak kodlu ve ücretsiz bir yazılım olan Jamovi 2.6.23 programı kullanılmıştır. Çalışmanın tanımlayıcı özellikleri incelendiğinde, yayınların %35,7’sinin 2024 yılına ait olduğu, %21,4’ünün Çin’de gerçekleştirildiği, %60,7’sinin SSCI indeksli olduğu belirlenmiştir. Rastsal etkiler modeline göre %95 güven aralığında, sosyal medya bağımlılığı ile psikolojik sıkıntı arasında orta düzeyde (r: 0,382) bir etkinin mevcut olduğu saptanmıştır. Bir diğer ifadeyle, sosyal medya kullanıcılarının bağımlılık düzeyleri arttıkça depresyon, anksiyete ve stres temelli psikolojik sıkıntı düzeylerinin de arttığı anlaşılmıştır. Dolayısıyla bu çalışmanın bulguları, sosyal medya kullanıcılarının ruh sağlığını korumaya yönelik bireysel ve toplumsal düzeyde önleyici müdahalelerin ve bilinçlendirme çalışmalarının önemini vurgulamaktadır.

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References

  • Akbari, M., Seydavi, M., Zamani, E., & Griffiths, M. D. (2024). The risk of exercise addiction mediates the relationship between social media use and mental health indices among young Iranians. Addiction Research & Theory, 32(1), 27-37. https://doi.org/10.1080/16066359.2022.2149742
  • Al-Samarraie, H., Bello, K. A., Alzahrani, A. I., Smith, A. P., & Emele, C. (2022). Young users' social media addiction: causes, consequences and preventions. Information Technology & People, 35(7), 2314-2343. https://doi.org/10.1108/ITP-11-2020-0753
  • Baumeister, R. F., & Vohs, K. D. (2007). Self-regulation, ego depletion, and motivation. Social and Personality Psychology Compass, 1(1), 115–128. https://doi.org/10.1111/j.1751-9004.2007.00001.x
  • Begg, C. B., & Mazumdar, M. (1994). Operating characteristics of a rank Correlation test for publication bias. Biometrics, 50(4),1088-1101. https://doi.org/10.2307/2533446
  • Boursier, V., Gioia, F., Musetti, A., & Schimmenti, A. (2020) Facing loneliness and anxiety during the Covid-19 ısolation: the role of excessive social media use in a sample of Italian adults. Frontiers in Psychiatry, 11, 586222. https://doi.org/10.3389/fpsyt.2020.586222
  • Brailovskaia, J., & Margraf, J. (2021). The relationship between burden caused by coronavirus (Covid-19), addictive social media use, sense of control and anxiety. Computers in Human Behavior, 119, 106720. https://doi.org/10.1016/j.chb.2021.106720
  • Brailovskaia, J., & Margraf, J. (2023). Physical activity mediates the relationship between depressive symptoms and problematic smartphone use (PSU) in Germany. Journal of Affective Disorders Reports, 12, 100505. https://doi.org/10.1016/j.jadr.2023.100505
  • Brailovskaia, J., Frahsek, M., & Margraf, J. (2022). Work overload and addictive social media use: a relationship with depression symptoms and life satisfaction. Journal of Technology in Behavioral Science, 7(3), 358-367. https://doi.org/10.1007/s41347-022-00258-2
  • Brailovskaia, J., Margraf, J., Ceccatelli, S., & Cosci, F. (2023). The relationship among psychological distress, well‐being and excessive social media use during the outbreak of Covid‐19: a longitudinal investigation. Clinical Psychology & Psychotherapy, 30(5), 1013-1019. https://doi.org/10.1002/cpp.2853
  • Çi̇çek, I., Şanlı, M. E., Gökmen, A., & Yıldırım, M. (2024). Problematic social media use, satisfaction with life, and levels of depressive symptoms in university students during the COVID-19 pandemic: mediation role of social support. Psihologija, 57(2), 177-197. https://doi.org/10.2298/PSI220613009C
  • Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7(2), 117–140. https://doi.org/10.1177/001872675400700202
  • Gillespie, B. M., Chaboyer, W., Thalib, L., John, M., Fairweather, N., & Slater, K. (2014). Effect of using a safety checklist on patient complications after surgery: a systematic review and meta-analysis. Survey of Anesthesiology, 58(6), 298. https://doi.org/10.1097/01.SA.0000455296.11041.bd
  • Griffiths, M. D. (1996). Behavioral addictions: An issue for everybody? Employee Councelling Today, 8(3), 19–25. https://doi.org/10.1108/13665629610116872
  • Hagger, M. S., Wood, C., Stiff, C., & Chatzisarantis, N. L. D. (2010). Ego depletion and the strength model of self-control: A meta-analysis. Psychological Bulletin, 136(4), 495–525. https://doi.org/10.1037/a0019486
  • Huang, C. (2022). A meta-analysis of the problematic social media use and mental health. International Journal of Social Psychiatry, 68(1), 12-33. https://doi.org/10.1177/0020764020978434
  • Huang, L., Zhang, J., Duan, W., & He, L. (2023b). Peer relationship increasing the risk of social media addiction among Chinese adolescents who have negative emotions. Current Psychology, 42, 7673–7681. https://doi.org/10.1007/s12144-021-01997-w
  • Huang, P. C., Latner, J. D., O’Brien, K. S., Chang, Y. L., Hung, C. H., Chen, J. S., & Lin, C. Y. (2023a). Associations between social media addiction, psychological distress, and food addiction among Taiwanese university students. Journal of Eating Disorders, 11(1), 43. https://doi.org/10.1186/s40337-023-00769-0
  • Jafari, E., Huang, P. C., Zanjanchi, F., Potenza, M. N., Lin, C. Y., & Pakpour, A. H. (2024). Comparison between problematic use of social media and YouTube to insomnia among Iranian adolescents: a mediating role of psychological distress. Digital Health, 10, 1-8. https://doi.org/10.1177/20552076241261914
  • Jessor, R. (1991). Risk behavior in adolescence: A psychosocial framework for understanding and action. Journal of Adolescent Health, 12, 597–605. https://doi.org/10.1016/1054-139X(91)90007-K
  • Karaköse, T., Yirci, R., & Papadakis, S. (2022). Examining the associations between COVID-19-related psychological distress, social media addiction, COVID-19-related burnout, and depression among school principals and teachers through structural equation modeling. International Journal of Environmental Research and Public Health, 19(4), 1951. https://doi.org/10.3390/ijerph19041951
  • Kuss, D. J., & Griffiths, M. D. (2011). Online social networking and addiction—a review of the psychological literature. International Journal of Environmental Research and Public Health, 8(9), 3528-3552. https://doi.org/10.3390/ijerph8093528
  • Kuşci, I., & Çavusoglu, H. (2024). Understanding the theology students’ positive religious coping, problematic social media use and depression levels effect on flourishing: A hybrid SEM-ANN approach. Current Psychology, 43(35), 28352-28362. https://doi.org/10.1007/s12144-024-06486-4
  • Landis, J. R., Koch, G. G. (1977). The Measurement of observer agreement for categorical data. Biometrics, 33, 159-174. https://doi.org/10.2307/2529310
  • Lau, J., Ioannidis, J. P., Terrin, N., Schmid, C. H., & Olkin, I. (2006). The case of the misleading funnel plot. BMJ, 333(7568), 597-600. https://doi.org/10.1136/bmj.333.7568.597
  • Maftei, A., & Pătrăușanu, A. M. (2024). Digital reflections: narcissism, stress, social media addiction, and nomophobia. The Journal of Psychology, 158(2), 147-160. https://doi.org/10.1080/00223980.2023.2256453
  • Marino, C., Gini, G., Vieno, A., & Spada, M. M. (2018). The associations between problematic Facebook use, psychological distress and well-being among adolescents and young adults: a systematic review and meta-analysis. Journal of Affective Disorders, 226, 274-281. https://doi.org/10.1016/j.jad.2017.10.007
  • Mitropoulou, E. M., Karagianni, M., & Thomadakis, C. (2022). Social media addiction, self-compassion, and psychological well-being: a structural equation model. Alpha Psychiatry, 23(6), 298-304. https://doi.org/10.5152/alphapsychiatry.2022.22957
  • Oppong, D., Adjaottor, E. S., Addo, F. M., Nyaledzigbor, W., Ofori-Amanfo, A. S., Chen, H. P., & Ahorsu, D. K. (2022). The mediating role of selfitis in the associations between self-esteem, problematic social media use, problematic smartphone use, body-self appearance, and psychological distress among young Ghanaian adults. Healthcare, 10, 2500. https://doi.org/10.3390/healthcare10122500
  • Ozimek, P., Brailovskaia, J., Bierhoff, H. W., & Rohmann, E. (2024). Materialism in social media–more social media addiction and stress symptoms, less satisfaction with life. Telematics and Informatics Reports, 13, 100117. https://doi.org/10.1016/j.teler.2024.100117
  • Paul, J., & Barari, M. (2022). Meta‐analysis and traditional systematic literature reviews—what, why, when, where, and how? Psychology & Marketing, 39(6), 1099-1115. https://doi.org/10.1002/mar.21657
  • Pramukti, I., Nurmala, I., Nadhiroh, S. R., Tung, S. E. H., Gan, W. Y., Siaw, Y. L., & Pakpour, A. H. (2023). Problematic use of internet among Indonesia university students: psychometric evaluation of Bergen social media addiction scale and internet gaming disorder scale-short form. Psychiatry Investigation, 20(12), 1103. https://doi.org/10.30773/pi.2022.0304
  • Rosenthal, R. (1979). The file drawer’ problem and tolerance for null results. Psychological Bulletin, 86, 638-641. https://psycnet.apa.org/doi/10.1037/0033-2909.86.3.638
  • Ruckwongpatr, K., Lee, Y. H., Tran, N. D., Pham, L. A., Griffiths, M. D., Pakpour, A. H., & Lin, C. Y. (2024). The gaming disorder test and gaming disorder scale for adolescents: translation and validation among Vietnamese young adults. Psicologia: Reflexão e Crítica, 37(1), 43. https://doi.org/10.1186/s41155-024-00328-9
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  • Sepas, A., Bangash, A. H., Nielsen, R. E., Yang, W., & El-Hussuna, A. (2024). The association between problematic instagram use, psychological distress, and well-being: a systematic review and meta-analysis. Cyberpsychology, Behavior, and Social Networking, 27(9), 641-650. https://doi.org/10.1089/cyber.2023.0222
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There are 50 citations in total.

Details

Primary Language Turkish
Subjects Psychiatry, Clinical Psychology, Stress
Journal Section Research Articles
Authors

Haydar Kerem Hoşgör 0000-0002-1174-1184

Hacer Güngördü 0000-0003-3978-9259

Project Number ---
Publication Date September 27, 2025
Submission Date February 11, 2025
Acceptance Date June 3, 2025
Published in Issue Year 2025 Volume: 7 Issue: 3

Cite

APA Hoşgör, H. K., & Güngördü, H. (2025). Sosyal Medya Bağımlılığı ve Psikolojik Sıkıntı Arasındaki İlişki: Meta-Analitik Bir Çalışma. Kıbrıs Türk Psikiyatri Ve Psikoloji Dergisi, 7(3), 226-235. https://doi.org/10.35365/ctjpp.25.3.01