Using small sample sizes can lead to misleading conclusions. The results you obtain may not accurately represent the behavior of your entire audience, leading to poor decision-making. For example, a small sample might show a high open rate for a specific subject line, but when sent to a larger audience, the open rate might significantly drop. This can waste resources and negatively impact your campaign's effectiveness.