Many researchers have questioned the incorporation of utility indices following significant results yielded by the F ratio. Problems frequently mentioned concerning magnitude estimates include biases, questionable model utilization, acceptable size of the UI, and effects of sample size. These issues are addressed and arguments for the inclusion of a magnitude estimate in report writing are tendered. Results of a frequency study on the use of utility measures are included, which show that very few published reports incorporate magnitude estimates.