Relationship Study from Main Details
Brand new correlation data in the Table dos suggests that fret are adversely coordinated with personal group and you can absolutely synchronised that have public stress and you may Sites addiction.
Mediated-Moderation Feeling Study
To research the brand new moderation aftereffect of societal category ranging from stress and you may societal anxiety as well as the mediation aftereffect of public anxiety between fret and you will teenage Sites dependency, this research referred to the work of Ye and you may Wen (2013) to confirm the fresh Mediated-moderation Design. Very first, all of the details were processed by centralization and you will figuring the item name (be concerned ? personal category). Next, we utilized a beneficial hierarchical multiple regression to manage to own sex, amounts, or other variables (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 glint mod apk 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.
After that, i fool around with bootstrap quote strategy to studies the fresh new robustness associated with the mediation feeling. The results indicated that 95% trust period was somewhat coordinated having mediation impression. Worry rather and you will ultimately influenced Websites dependency because of social stress, the latest secondary perception is actually projected to-be 0.thirteen (95% count on period [0.10–0.15]), additionally the interaction ranging from fret and public stratum in addition to influenced Internet dependency somewhat owing to personal stress, the new indirect impact is actually projected to-be 0.02 (95% confidence interval [0.01–0.03]).