P-value: (Probability Value)
The probability that an observed difference could have occurred by chance.
If P < alpha
The difference is statistically significant.
So Accept Alternative Hypothesis (H1) and Reject Null Hypothesis (Ho).
If P = > alpha,
The difference between groups is not statistically significant / the difference
could not be detected.
So, Accept Null Hypothesis (Ho) and Alternative Hypothesis (H1).
Note: Alpha value may be either 0.05 0r 0.01 level of Significance.