Question: is cohen's d affected by sample size?
Answer: In short, in the one-sample case, when Cohen's d is estimated from a small sample, in the long run it tends to be larger than the population value. This over-estimation is due to a bias of SD, which tends to be lower than the population's SD. ... Effect size also increases with decreasing sample size.