A statistically significant result (usually a difference) is a result that’s not attributed to chance.More technically, it means that if the Null Hypothesis is true (which means there really is no difference), there's a low probability of getting a result that large or larger. We used different test and calculate p value to check the statistical significance.
Statistically significant result is important, irrespective of the magnitude of the association between the independent variables and dependent variables because even a weak correlation can be important if the sample size is large enough.
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