The “What does not kill my statistical significance makes it stronger” fallacy
Again today, a researcher tried to defend a small n study by arguing that because p<0.05, the effect must be very strong, otherwise it wouldn't have been detected given the small sample size.
Here are resources to tackle this very damaging misconception: