The significance of using statistical analysis in research studies lies in its ability to provide robust evidence for conclusions drawn from data. It helps identify patterns, relationships, and trends within datasets, allowing researchers to test hypotheses and validate findings. Statistical techniques ensure that results are not due to chance, enhancing the reliability of outcomes. Furthermore, they aid in determining the strength of relationships among variables and enable comparisons that are essential for hypothesis testing, ultimately improving the scientific rigor of studies.