Question: how to do null hypothesis testing?
Answer: Assume for the moment that the null hypothesis is true. ... 
Determine how likely the sample relationship would be if the null hypothesis were true.
If the sample relationship would be extremely unlikely, then reject the null hypothesis in favour of the alternative hypothesis.