Question: why p value is important?
Answer: The p-value is the probability that the null hypothesis is true. ... A low p-value shows that the effect is large or that the result is of major theoretical, clinical or practical importance. A non-significant result, leading us not to reject the null hypothesis, is evidence that the null hypothesis is true.