Sampling consistency refers to the degree to which the results from a sample accurately reflect the population from which it was drawn, ensuring that the sample is representative and reliable. This concept is crucial in statistics and research as it affects the validity and generalizability of findings, making it essential to use appropriate sampling methods and sample sizes.