Is there also a difference on how you collect the feedback. I imagine there must be a difference between face-to-face, phone, video call, email, chat? With diff

Is there also a difference on how you collect the feedback. I imagine there must be a difference between face-to-face, phone, video call, email, chat? With different types of communication leading to different results (i.e people not wanting to hurt your feelings).