Question

can the sample after testing be used for the desired application justify

Answer 1

If the sample size is too small, it is impossible to answer the question no matter how rigorous study is been conducted.

And, if the sample size is large, number of subjects will be exposed which might end up harming them.

So, the perfect size of the sample has to be estimated.