The Relation Between Social Media Use, Depression, and Personality: A Network Analysis

The relationship between social media use and depression has been extensively studied but the current empirical evidence remains inconclusive. The present study aimed to explore how user specific characteristics, such as neuroticism, extraversion, and gender, are interconnected with social media use and symptoms of depression in a group-level cross-sectional network based on a student sample of young adults (18 to 30 years old). Participants (N = 430) filled in an online questionnaire measuring symptoms of depression, loneliness, social media use, neuroticism, extraversion, and stress. Regularized partial correlation networks were estimated to produce an aggregate network, and separate networks for men and women. The male and female network (n = 66 each) were compared in terms of structure and overall connectivity. Results showed that symptoms of depression and social media use were sparsely connected and if so, weakly positively related, but the relationship was not directly...Show moreThe relationship between social media use and depression has been extensively studied but the current empirical evidence remains inconclusive. The present study aimed to explore how user specific characteristics, such as neuroticism, extraversion, and gender, are interconnected with social media use and symptoms of depression in a group-level cross-sectional network based on a student sample of young adults (18 to 30 years old). Participants (N = 430) filled in an online questionnaire measuring symptoms of depression, loneliness, social media use, neuroticism, extraversion, and stress. Regularized partial correlation networks were estimated to produce an aggregate network, and separate networks for men and women. The male and female network (n = 66 each) were compared in terms of structure and overall connectivity. Results showed that symptoms of depression and social media use were sparsely connected and if so, weakly positively related, but the relationship was not directly affected by either neuroticism or extraversion. No statistical differences were found between the male and female network. In sum, we found no evidence for personality and gender affecting the relationship between symptoms of depression and social media use. Future research could use temporal networks to discover potential causal relationships, specifically focusing on idiographic networks to reveal individual differences that would otherwise remain obscured.Show less

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The Relation Between Social Media Use, Depression, and Personality: A Network Analysis