In our enhanced moderator analysis guide, we explain: (a) how to test for homoscedasticity using SPSS Statistics; (b) some of the things you will need to consider when interpreting your data; and (c) possible ways to continue with your analysis if your data fails to meet this assumption....
All analyses were performed using SPSS 22.0. First, common method bias (CMV) was assessed. Then, bivariate correlations among all variables were calculated, given that CMV was not revealed in the present data. Thereafter, multiple mediation analyses were performed to test the indirect effects using...
Finally, motivated by prior studies contending that brand love may reduce the ferocity of a negative response, we propose to test the moderation effect of brand love on the hypothesised associations. We collected data from 342 existing OFD platform users in the United States and analysed it ...
To be specific, we constructed moderation models and moderated mediation models to explore the moderating roles of regional characteristic variables. All the above statistical tests were conducted at the statistically significant level of 0.05 and the statistical analyses were conducted by using SPSS 22.0...
Cronbach’s Alpha and confirmatory factor analysis (CFA) were used to estimate reliability and construct validity, respectively. The PROCESS macro in SPSS was performed to analyze the mediating and moderated mediation effects of surface acting, emotional exhaustion, occupational commitment, and turnover ...
Simple mediation model 連續變數 Y (REACTION) M (PMI) 類別變數 X (COND) Simple mediation model in PROCESS 分析 迴歸 PROCESS Options 勾選 Sobel test and Total effect model Simple mediation model 連續變數 Y (WITHDRAW) M (AFFECT) X (ESTRESS) ...
To test our hypotheses, empirical analysis was performed with SPSS 26 and Mplus 8.3. Accordingly, our results indicate that compulsory citizenship behavior is positively related to ego-depletion and that this relationship is mediated by role stressors. Moreover, egoism exacerbates the impact of ...
We hypothesize a moderated mediation effect, such that the negative indirect effect of a face-to-face interaction on guests’ misbehavior concealment intentions, mediated by social identification, may be greater among guests who are not members of the virtual community. Accordingly, we postulate the ...
1. Asking students to generate multiple means of goal attainment 2. The importance of perceived goal attainability in education 3. The “Availability” heuristic and Difficulty-in-Generation (DIG) 4. “Think of Many Ways” and inconsistent mediation 5. Moderation of the effects of DIG and “Th...
It is prudent to highlight that the ANCOVA revealed a partially significant interaction (RM*SE) on service exemplification (p = .08)1. Using Model 7 in PROCESS we established support for the moderated mediation since the indirect effect (RM → determination → service exemplification) was ...