One approach to such a mediation analysis is a series of (linear) regression analyses as discussed in SPSS Mediation Analysis Tutorial. An alternative, however, is using the SPSS PROCESS macro as we'll demonstrate below.Quick Data Checks
Method 2: Mediation Analysis in SPSS using PROCESS This method is more straightforward but requires installing thePROCESS macro extension in SPSS. The installation process is simple and won’t take more than 5 minutes. LaunchPROCESSmacro Once installed, you can find the PROCESS macro in SPSS under...
We conducted a mediation analysis using SPSS PROCESS v3.4 model 4 with three pathways. Variables that showed a p < 0.25 in the bivariate analysis were entered in the path analysis. Results: A total of 1378 participants (44.4%) had insomnia; 18.8% had SI; 42.5% reported at least one ...
http://www.afhayes.com/spss-sas-and-mplus-macros-and-code.html http://www.socialchangelab.net/uploads/9/8/7/7/98771854/nloxton_mediationbootstrapping.pdf pyprocessmacro https://pypi.org/project/PyProcessMacro/ pip install PyProcessMacro https://github.com/QuentinAndre/pyprocessmacro/issues...
Statistical analysis was performed using multiple serial mediation models, using the macro PROCESS for SPSS, version 3 (model 6), using the bootstrap ... Domingues, Ana,Santos, Jorge,Batista, Marco,... - PLoS ONE 被引量: 0发表: 2024年 Mediation Analysis with Multiple Exposures and Multiple...
Data analyses were performed using SPSS version 26.0, with PROCESS macros created by Hayes [27]. Sample characteristics were described using frequency (percentage). The three key variables were displayed as the mean (standard deviation), and Spearman correlation analysis was conducted to test the cor...
Examples using data from published studies illustrate how to conduct and report the analyses described in the book. Of special value, the book introduces and documents PROCESS, a macro for SPSS and SAS that does all the computations described in the book. The authors website (www.afhayes.com...
the results of analysis performed using SPSS version 25.00 windows. To see the satisfaction variables (Z) mediates the marketing mix and loyalty obtained t = 2.551 673 Advances in Economics, Business and Management Research, volume 152 while t table = 1.976, suggesting that t> t table (then ...
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; ...
The cross-level dual-mediation model in this study was analyzed using SPSS22.0, Amos 21.0, and HLM6.0 software. The data analysis and processing steps were as follows: Firstly, the reliability and validity of four latent variables were examined using SPSS and AMOS software. Secondly, the aggrega...