Back

Communication types modify the anxiety risk associated with social media addiction: A prospective Diary Method study

Weng, C. A.; Bulgin, J.; Diaz, S.; Zhang, J.; Li, L.; Tan, R.; Armstrong-Hough, M.

2022-12-05 public and global health
10.1101/2022.11.30.22282943 medRxiv
Show abstract

PurposeSocial media use in younger people has shown mixed associations with mental health. We hypothesized that communication types during social media use might alter the relationship between social media dependence and anxiety over time. We aimed to identify how four dimensions of communication influence the link between social media addiction (SMA) and anxiety. MethodsWe recruited a cohort of undergraduate students aged 18-26 to participate in daily surveys over two weeks using a diary method to assess daily social media use, SMA, anxiety symptoms, and the four dimensions of communication: Consumption, Broadness, Online Exclusivity, and Parasociality. Lagged logistic regression models with generalized estimating equations evaluated the influence of daily SMA and communication type on subsequent anxiety levels. ResultsOut of 79 participants, 1009 daily records were analyzed. SMA positively correlated with anxiety (Kendall rank correlation {tau}=.30). Interaction analysis indicated that levels of parasociality and consumption moderated the association between SMA components and anxiety outcomes. In young adults with high levels of consumption or parasociality, a 1-standard-deviation rise in SMAs social conflict component led to an 11%-13% increase in next-day anxiety scores. This association was absent for those with low to moderate levels of parasociality and consumption. DiscussionElevated levels of passive consumption and one-sided interactions amplify the anxiety risk associated with social media dependence. Further longitudinal evidence can elucidate the connections between communication types, social media exposure, and anxiety, guiding the development of a model for healthy social media use. Implications and ContributionProblematic social media use among youth necessitates targeted interventions. This study demonstrates that passive consumption and one-sided social interactions significantly heighten the anxiety risks tied to social media addiction. The findings highlight the importance of considering communication types in developing interventions aimed at reducing social media-induced mental health issues. HighlightsO_LIWe examined four dimensions of social media communication via a daily diary method. C_LIO_LIConsumption and parasociality moderated the SMA-anxiety link, amplifying its effects. C_LIO_LIHigh consumption and parasociality predicted increased next-day anxiety scores. C_LIO_LICommunication attributes are important in understanding social media use C_LI

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.