Should we identify outliers from population prior to taking sample?

Question

I am revising undergrad statistics course via this course, where i am learning techniques to pull out sample from population.

While ensuring that sample is a decent representative of the population, I am left with a question.

• Should we care about identification and rectification of outliers prior to taking sample from population ?

Here is my work from where i came up with this question