The document derive a close-form formula for the standard error of a treatment effect estimate in a random intercept model applied on a balanced design. It is related to other approaches based on a t-test. Finally simulation studies are used to illustrate the lack of type 1 error control when the data-generating correlation matrix deviate from a compound symmetry structure.