Societal classification is actually adversely coordinated which have personal stress and you can Websites despair, when you find yourself personal nervousness try definitely coordinated that have Websites addiction
Correlation Data off Head Variables
The correlation studies in the Desk 2 shows that worry are negatively correlated having public class and you can certainly synchronised which have societal stress and Sites dependency.
Mediated-Moderation Feeling Investigation
To investigate this new moderation effectation of personal category anywhere between stress and you may social anxiety and the mediation effect of personal anxiety anywhere between worry and you may adolescent Internet habits, this study described work out of Ye and you can Wen (2013) to verify new Mediated-moderation Model. Earliest, most of the details was indeed processed of the centralization and you will figuring the merchandise name (be concerned ? personal group). Second, i used a good hierarchical multiple regression to control having sex, level, or any other details (Desk step three).
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.
Next, i use bootstrap quote process to analysis the latest robustness associated with mediation impression. The outcomes indicated that 95% trust interval is somewhat ukrainische partnervermittlung correlated with mediation effect. Be concerned somewhat and you can ultimately swayed Internet sites habits by way of personal stress, the fresh new secondary feeling was estimated becoming 0.thirteen (95% count on interval [0.10–0.15]), while the communication ranging from fret and you can social stratum as well as swayed Sites habits notably through social nervousness, the indirect feeling is actually projected getting 0.02 (95% trust period [0.01–0.03]).