What is the accounting concept or principle applied when an allowance is provided for estimated uncollectible accounts receivable?

Setting up an allowance for uncollectible accounts is an application of the Principle of Conservatism. The idea is that when there are uncertain outcomes, you don't want to make the company look "too good," because that might mislead financial statement users.