how is statistical significance determined 
statistical hypothesis testing is used to determine whether the data is statistically significant in other words whether or not the phenomenon can be explained as a byproduct of chance alone statistical significance is a determination about the null hypothesis which posits that the results are due to chance alone the rejection of the null hypothesis is needed for the data to be deemed statistically significant 