The Bonferroni correction is a statistical method used to address the problem of multiple comparisons. When conducting multiple statistical tests, the chance of obtaining at least one statistically significant result due to random chance increases. The Bonferroni correction helps to control this family-wise error rate by adjusting the significance threshold.