Finally, let’s check the indirect effect ofX on Yviamediator variableMwith a point effect calculated at 0.3030. Interpreting the direct and indirect effects in PROCESS macro. In broad terms, this is how to interpret mediation analysis in SPSS using PROCESS macro. ...
A second point is that I dislike the verbose text reporting suggested by the APA. As shown below, a simple table presents our results much more clearly and concisely.Lastly, we feel that our example analysis would have been stronger if we had standardized all variables into z-scores prior ...
Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis Increased osteoclast development after estrogen loss: mediation by interleukin-6 SPSS and SAS procedures for estimating indirect effects in simple mediation models.
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Mediation analysis The mediation analysis was performed using Hayes’ process tool in SPSS (model = 4, bootstrap samples = 5000). As hypothesized, a significant indirect effect of EN was distinctly observed on dissociation through vulnerability to harm and defectiveness/shame (β = 0....
DASS consists of 21 items scored using a 4-point Likert scale. DASS-21 is a short form of DASS-42. Therefore, the final scores of each subscale and total scale need to be multiplied by two31. The structural validity of the scales was approved using confirmatory factor analysis32. Data ...
SPSS application statistical analysis. 2nd ed. Beijing: Tsinghua University Press; 2004. Google Scholar Cohen J. Statistical power analysis for the behavioral sciences. 2nd ed. Hillsdale: Lawrence Erlbaum Associates; 1988. Ellis PD. The essential guide to effect sizes. Cambridge University Press; ...
(CMV) was checked considering self-report questionnaire was the principal method for obtaining data. After that, data analysis in the study was carried out in three steps using SPSS 26.0. Firstly, descriptive statistics and Pearson’s correlations were summarized and calculated. Then, to test the...
SPSS version 26.0 was used to analyze sociodemographic characteristics, descriptive statistics, and Pearson correlations for key variables: resilience, perceived social support, psychological distress, and sleep quality. Subsequent structural equation modeling (SEM) analysis was performed using Amos 24.0. In...
This online workshop by Amanda Montoya covers mediation, moderation, and conditional process analysis using ordinary least squares regression & the PROCESS macro.