The Bonferroni Correction is most appropriate in confirmatory studies where the primary concern is minimizing false positives, such as in clinical trials or regulatory epidemiological studies. It is also suitable when the number of comparisons is relatively small. However, in exploratory research with a large number of comparisons, alternative methods may be more appropriate to avoid missing true associations.
