What happens if there is not enough money for a direct debit?

If a direct debit is initiated but there is insufficient funds in the account to cover the payment, what happens next? Does the transaction simply fail, or are there any consequences for the account holder? Could this lead to additional fees or impact their credit score in any way? I'm curious to understand the full implications of an insufficient funds situation when it comes to direct debits.