Estimate first, write off later

The direct write-off method records bad debts expense only when a specific account is finally judged uncollectible. It is simple, but it books the loss in the wrong period and is allowed only under the materiality constraint.

The allowance method estimates the loss up front, building an allowance. A write-off later never touches expense again — it just clears a specific account against the estimate already on the books.