Statistical Power

Short answer

Statistical power is the probability that a test detects a real effect when one actually exists. It is conventionally targeted at 80%. Power rises with larger samples, bigger true effects and less variable data. An underpowered test risks missing genuine improvements and producing inconclusive or misleading results.