The newest correlation investigation from inside the Desk dos signifies that be concerned bdsm.com ban kaldırma is actually adversely coordinated which have public classification and absolutely coordinated having public nervousness and you can Internet sites dependency.
To research the latest moderation effect of societal category ranging from stress and you will societal stress while the mediation effectation of social anxiety ranging from fret and adolescent Web sites addiction, this study regarded the task from Ye and you will Wen (2013) to confirm the fresh new Mediated-moderation Model. First, all of the variables have been processed of the centralization and calculating the item term (worry ? public class). Next, i put an excellent hierarchical numerous regression to manage for intercourse, amount, or any other variables (Table step 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 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 quote process to research the latest robustness associated with mediation feeling. The results showed that 95% trust interval is actually notably correlated with mediation effect. Stress significantly and indirectly swayed Websites habits as a consequence of social nervousness, the fresh new indirect perception was projected getting 0.13 (95% count on period [0.10–0.15]), in addition to communications ranging from worry and public stratum and influenced Websites habits significantly as a consequence of social anxiety, brand new secondary effect is actually projected getting 0.02 (95% depend on period [0.01–0.03]).