Statistical insignificance refers to a result in a scientific study that does not reach the conventional threshold for statistical significance, often denoted as p chance rather than representing a true underlying relationship. In the context of cancer research, understanding statistical insignificance is crucial for interpreting study findings and guiding clinical decisions.