Items are drawn sequentially, at random, from a population of n items, either with replacement (WR) or without replacement (WOR) until one of a set of specified configurations is first observed in the sample. We study relations between two distributions of stopping time, namely that under sampling WR and that under sampling WOR. A simple sufficient condition is given for the ratio of the two mean stopping times to approach unity as $n \to \infty $.