 Statistical significance

A result is statistically significant at a specified significance level $\alpha$ when its valid p-value is at most $\alpha$ and the corresponding null hypothesis is rejected. Significance does not measure effect size, establish practical importance, or give the probability that the null is true. Software stars encode thresholds for $p$-values; they do not supply an additional statistic.