Email marketers often rely on data-driven insights to optimize their campaigns. Metrics such as open rates, click-through rates, and conversion rates are critical for evaluating performance. If these metrics are manipulated through p-hacking, marketers may implement changes based on inaccurate data, ultimately harming campaign effectiveness and business goals.