My study includes approximately 250 patients, however, the control patients are only 20. What is the best reliable ratio? Can the number of control subjects be less than cases?
The preferable ratios for these studies are usually minimum 1:1. If less, the observed effect that you will be estimating could be attributed to the enormous weight of the case group.