Problem: If a psychologist is worried that a small sample will not reveal a real difference among groups, he or she might decide to increase the sample size. This concern is likely to be real when:
- the effect size is large.
- groups are homogeneous.
- other researchers have replicated earlier results.
- participants are very different from one another on the behavior of interest.