Assessing the robustness of normality tests under varying skewness and kurtosis: a practical checklist for public health researchers

Performance of Normality tests are significantly influenced by sample size, skewness, and kurtosis. The findings of this study contribute to improving statistical practices in public health research by providing a practical, evidence-based checklist for selecting appropriate normality tests based on these key sample characteristics.