Determining the appropriate sample size is critical in experimental design. A sample size that is too small may not adequately represent the population and can lead to statistical errors. Conversely, an excessively large sample size may be unethical, particularly in animal studies. Toxicologists aim to find a balance that provides reliable data while minimizing unnecessary testing.