The association between self-reported depressive symptoms and the use of social networking sites (SNS): A meta-analysis
The use of social networking sites (SNSs) has become a widespread part of modern-day life. A recent proliferation of research regarding SNS use pertains to its association with self-reported depressive symptoms. The current meta-analysis evaluates this literature by assessing the relationship between SNS use and self-reported depressive symptoms. Based on 55 independent samples (N = 80, 533), an effect size of r = .165 was obtained, indicating a small, positive, significant association between self-reported symptoms of depression and SNS use. Furthermore, the type of SNS use was identified to be a significant moderator of this relationship. Limitations of this meta-analysis include the use of mainly cross-sectional studies – limiting the potential for causal claims –, as well as the subjective categorization of certain moderator subgroups. The results of this review highlight the need for advancing various streams of future research; particularly, in determining the direction of the causal relationship between these two constructs, as well as better-defined and theory-grounded definitions of the different types of SNS use.
KeywordsSocial networking sites Depression Meta-analysis
Compliance with Ethical Standards
Conflict of Interest
On behalf of all authors, the corresponding author states that there is no conflict of interest.
References Marked with an Asterisk Indicate Studies Included in the Meta-Analysis
- Al-Menayes, J. J. (2015). Motivations for using social media: An exploratory factor analysis. International Journal of Psychological Sciences, 7(1), 43–50.Google Scholar
- *Andreassen, C. S., Billieux, J., Griffiths, M. D., Kuss, D. J., Demetrovics, Z., Mazzoni, E., & Pallesen, S. (2016). The relationship between addictive use of social media and video games and symptoms of psychiatric disorders: A large-scale cross-sectional study. Psychology of Addictive Behaviors, 30(2), 252–262.CrossRefGoogle Scholar
- Chop, A. B. (2014). Effects of Facebook usage and how it relates to personality, life satisfaction, perceived social support, and depression. Alliant International University, California: Unpublished dissertation.Google Scholar
- Cohen, J. (1988). Statistical power analysis for the behavioral sciences (Vol. 567). New York: Erlbaum.Google Scholar
- Galambos, N. L., Leadbeater, B. J., & Barker, E. T. (2004). Gender differences in and risk factors for depression in adolescence: A 4-year longitudinal study. International Journal of Behavior Development, 28, 16–25.Google Scholar
- *Giota, K. G., & Kleftaras, G. (2013). The role of personality and depression in problematic use of social networking sites in Greece. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 7(3). https://doi.org/10.5817/CP201336.
- Gotlib, I. H., & Hammen, C. L. (Eds). (2014). Handbook of depression (3rd ed.). New York, NY: The Guilford Press.Google Scholar
- Hunt, D., Atkin, D., & Krishnan, A. (2012). The influence of computer-mediated communication apprehension on Motives for Facebook use. Journal of Broadcasting & Electronic Media, 56(2), 187–202.Google Scholar
- *Kircaburun, K. (2016). Self-esteem, daily internet use and social media addiction as predictors of depression among Turkish adolescents. Journal of Education and Practice, 7(24), 64–72.Google Scholar
- Kroenke, K., Spitzer, R., Williams, J. (2001). The PHQ-9: Validity of a brief depression severity measure. J Gen Intern Med 16: 606–613.Google Scholar
- *Lin, L. Y., Sidani, J. E., Shensa, A., Radovic, A., Miller, E., Colditz, J. B., Hoffman, B. L., Giles, L. M., & Primack, B. A. (2016). Association between social media use and depression among U.S. young adults. Depression and Anxiety, 33, 323–331.Google Scholar
- *McCloskey, W., Iwanicki, S., Lauterbach, D., Giammittorio, D. M., & Maxwell, K. (2015). Are Facebook “friends” helpful? Development of a Facebook-based measure of social support and examination of relationships among depression, quality of life, and social support. Cyberpsychology, Behavior and Social Networking, 18(9), 499–505.CrossRefGoogle Scholar
- Moreno, M. A., Christakis, D. A., Egan, K. G., Jelenchick, L. A., Cox, E., Young, H., Villiard, H., & Becker, T. (2011). A pilot evaluation of associations between displayed depression references on Facebook and self-reported depression using a clinical scale. Journal of Behavioral Health Services & Research, 39(3), 295–304.CrossRefGoogle Scholar
- *Morgan, J. (2010). The military and Facebook. Wright Institute Graduate School of Psychology, Ann Arbor, MI. Unpublished dissertation.Google Scholar
- *Morin-Major, J. K., Marin, M. -F., Durand, N., Wan, N., Juster, R. -P., & Lupien, S. J. (2016). Facebook behaviors associated with diurnal cortisol in adolescents: Is befriending stressful? Psychoneuroendocrinology, 63, 238–246.Google Scholar
- Pew Research Center. (2016). Social media update 2016. http://www.pewinternet.org/2016/11/11/social-media-update-2016/ Accessed on 1 June 2017.
- Radloff, L. (1977). The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement, 1, 385–401.Google Scholar
- Sharp, L. K., & Lipsky, M. S. (2002). Screening for depression across the lifespan: A review of measures for use in primary care settings. American Family Physician, 66(6), 1001–1008.Google Scholar
- *Spraggins, A. (2009). Problematic use of online social networking sites for college students: Prevalence, predictors, and association with well-being. University of Florida. Unpublished dissertation.Google Scholar
- *Tran, T. B. (2012). Rumination and emotional adjustment: The role of social networking sites. University of Miami, Florida. Unpublished dissertation.Google Scholar
- *Trapnell, P. (2012). The University of Winnipeg. Unpublished data.Google Scholar
- *van den Eijnden, R. J. J. J. M., Koning, I. M., & Ter Bogt, T. F. M. (2017). The impact of social media disorder and internet gaming disorder on adolescents’ school grades, life-satisfaction, depressive symptoms, and social competence. Annual Conference of Digital Media Studies: Cyberculture and Digital Humanities.Google Scholar
- *van Rooij, A. J., Ferguson, C. J., van de Mheen, D., & Schoenmakers, T. M. (2017). Time to abandon internet addiction? Predicting problematic internet, game, and social media use from psychosocial well-being and application use. Clinical Neuropsychiatry, 14(1), 113–121.Google Scholar
- World Health Organization. (2018). Depression. Retrieved from https://www.who.int/en/news-room/fact-sheets/detail/depression Accessed September 2018