The significance level refers to a predetermined threshold or standard used to assess the strength of evidence in statistical analysis. It helps determine whether the results or differences observed in a study are statistically meaningful. If the statistical test's p-value is below the significance level, it suggests that the observed results are unlikely to be due to chance and are therefore considered significant.