How do you know when to reject or accept the null hypothesis?

We thereby divide the entire sample space into two sections, one is called the critical region and other is acceptance region. This division is made on the basis of the structure and distribution of the test statistic.
Now if the drawn sample falls in the critical region we reject our null hypothesis and if it falls in the acceptance region it is accepted thereby.