Table 1.

Illustration of the 2 types of statistical errors.

  Truth
  No Differencea Between Groups
or Association Between Variables
Differencea Between Groups or
Association Between Variables
Results of the
research study
No statistically significant difference
between groups or association between variables
True negative findingFalse negative finding
(ie, type II error)b
 Statistically significant difference
between groups or association
between variables
False positive finding
(ie, type I error)
True positive finding
  • aThe difference is a prespecified value that is the alternative hypothesis of the statistical test.

  • bNote that statistical power is equal to 1 minus the probability of a type II error.