the larger the sample size the fewer errors would be made. it also averages out the results. depending on what the experiment is like i.e.: how would ___ nicotine affect the heart rate of 100 rats. your prediction/hypothesis would be closer to the experiment results with a larger test number of say 1000. but with a smaller sample size its hard to accurately predict and have more consistent resulta