Statistical significance is typically determined by calculating a p-value, which measures the probability that the observed results occurred by chance. A p-value lower than a predetermined threshold (usually 0.05) indicates that the results are statistically significant. In the context of catalysis, this might involve comparing the performance of different catalysts using statistical tests like ANOVA or t-tests.