In email campaigns, Type II Errors can result in dismissing effective strategies or changes. For instance, if a marketer tests a new subject line but fails to observe a statistically significant increase in open rates, they might abandon it, missing out on a potential improvement. This error can lead to stagnation in campaign performance and prevent marketers from achieving their full potential.