Relationship Investigation regarding Fundamental Variables
The newest relationship study in the Table 2 shows that fret was negatively coordinated with social classification and you can undoubtedly synchronised with social nervousness and Web sites habits.
Mediated-Moderation Impact Investigation
To research the fresh new moderation aftereffect of social class anywhere between worry and you will social anxiety while the mediation effect of social anxiety anywhere between be concerned and you can adolescent Internet dependency, this study referred to the work out-of Ye and you will Wen (2013) to confirm the latest Mediated-moderation Design. Basic, most of the details had been processed of the centralization and you may figuring this product name (fret ? social group). 2nd, i used good hierarchical multiple regression to deal with to have intercourse, stages, and other parameters (Dining table 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 millionairematch kuponu 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 0.90, 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.
Further, i use bootstrap estimation strategy to research the fresh new robustness regarding the mediation effect. The outcomes revealed that 95% believe period is actually significantly correlated with mediation perception. Stress notably and you will indirectly influenced Web sites dependency because of personal anxiety, this new indirect perception are projected becoming 0.thirteen (95% believe period [0.10–0.15]), while the interaction anywhere between stress and you will personal stratum plus swayed Sites dependency somewhat due to social stress, the indirect impression is estimated getting 0.02 (95% confidence interval [0.01–0.03]).
Lascia un commento