A statistically significant result suggests that the observed data would be very unlikely if the null hypothesis were true. Therefore, it leads us to reject the null hypothesis in favor of the alternative hypothesis.
The probability of the data, assuming that the null hypothesis is
true is less than the chosen significance level.