Yes, if you use a self signed cert and out-of-band verification, then yes it would probably be more trustworthy than a third-party verified cert (like a CA).

I don't think that is what the parent was saying, however, in saying he would trust a self-signed cert. I don't think he meant "Call up the website host and ask for them to verify their public key"