Correlation Studies regarding Head Details
The fresh relationship study for the Desk 2 suggests that fret is adversely synchronised with societal category and absolutely synchronised that have social stress and you can Websites addiction.
Mediated-Moderation Impression Analysis
To research the fresh moderation effect of social class anywhere between be concerned and you may public stress and mediation aftereffect of social stress ranging from fret and you can teenage Sites addiction, this research regarded the job regarding Ye and you can Wen (2013) to verify this new Mediated-moderation Design. Basic, every parameters was in fact canned by the centralization and calculating the item name (stress ? public group). Next, we used an excellent hierarchical multiple regression to control for gender, stages, and other details (Dining table 3).
In the first step, we used a stepwise entry method to calculate the regression of Internet addiction to stress and social class (the moderator) and stress ? social class. The results showed that the regression coefficient of stress ? social class was significant (? = 0.06, p < 0.01), which means that social class plays a significant role in moderating the relationship between stress and Internet addiction.
In the second step, we again used a stepwise entry method to calculate the regression of social anxiety to stress; social class and stress ? social class. The results showed that the coefficient of stress ? social class is also significant (? = 0.06, p < 0.01), which means that social class plays a significant role in moderating the relationship between stress and social anxiety. Whatever the status, the stress perceived by adolescents had a significant predictive effect on social anxiety according to simple slope testing. Furthermore, with the stress from low to high, the anxiety levels adolescents perceived was higher in the low social class (b = 0.27, t = 3.96, p < 0.001) than that of adolescents in the high social class (b = 0.48, t = 9.76, p < 0.001).
Lastly, in the third step, we used a stepwise entry method to calculate the regression of Internet addiction to stress and social class; social anxiety and stress ? social class. It showed that the explanatory power of the product term to Internet addiction decreases and that the regression coefficient of social anxiety was significant (? = 0.30, p < 0.001). However, the results were still significant (? = 0.04, p < 0.05), which indicates that social anxiety partially mediates the moderation of social class on stress and Internet addiction, and the indirect moderating effect accounted for 16.7% of the total moderating effect.
To test the mediated-moderation effect more thoroughly, we constructed an equation military cupid reddit model with stress, social class, stress ? social class, social anxiety, and Internet addiction as observable variables (Figure 1). The results showed that ?2/df = 4.98, RMSEA = 0.049, SRMR = 0.024, CFI = 0.991, GFI = 0.998, and TLI = 0.957. In general, if ?2/df > 3.84, RMSEA < 0.08, SRMR < 0.05, CFI/GFI/TLI > 0.90, the structural equation model is established. In this study, the model fit the data well, which confirmed the mediated-moderation model.
Figure 1. A mediated-moderation model. Factor loadings are standardized. ? p < 0.05, ?? p < 0.01, ??? p < 0.001.
Then, we play with bootstrap estimation technique to studies the fresh new robustness of the mediation impact. The outcome revealed that 95% rely on period is significantly coordinated having mediation impression. Be concerned rather and you can indirectly swayed Internet dependency courtesy social anxiety, the brand new secondary perception try estimated getting 0.13 (95% trust interval [0.10–0.15]), and also the telecommunications anywhere between fret and social stratum and additionally swayed Internet addiction rather owing to societal anxiety, the secondary effect was projected to get 0.02 (95% trust period [0.01–0.03]).