Quantitative Statistical Analysis & Mediation Study
Objective
Explore how mind-body practices relate to people's overall quality of life, and whether personality traits help explain this relationship.
Dataset
1,092 valid responses were analyzed after data screening and preparation.
Analysis Performed
Data cleaning & screening
Descriptive statistics
Reliability testing
Normality & assumption testing
Correlation analysis
Structural Equation Modeling (SEM)
Mediation analysis
Tools & Methods
JASP • Pearson & Spearman Correlation • SEM • DWLS • Bootstrap Analysis
Key Findings
Higher neuroticism was significantly associated with lower self-reported health/quality of life.
Mind-body practice showed a significant direct relationship with quality of life.
Neuroticism did not significantly explain/mediate the relationship between mind-body practice and quality of life.
The final model explained 17.1% of the variation in quality of life.
Deliverable
A complete statistical analysis report with tables, visualizations, statistical results, interpretation, and research findings.
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