In the paper on their findings, the study authors note this could be because the women in the study did not feel inclined to touch their partner while arguing, causing a negative effect. However, the communication itself did still improve. One potential explanation for this, they add, is that “merely the intimacy of holding hands makes it harder to discuss matters harshly.”