Why do Presidents swear in on the bible?

[Okay, maybe Mike Johnson is a competent parliamentarian.]

I don't believe Theodore Roosevelt is known to have used any book--he specifically did not use a Bible. John Quincy Adams used a book of law under the logic that it really was the Constitution on which he should have been swearing. Lyndon B. Johnson used a Catholic missal because it was all that was available.