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The purpose of the present study was to address the shortcomings of Cronbach's alpha concerning the semantic overlap between items. Using an example from a motivational measure, the correction of Cronbach's alpha was applied by partialing out the effects due to conceptual overlap. The significance of Cronbach's alpha was tested using simulated random data derived from the measure and by estimating the confidence intervals with known and unknown distributions. The results indicated that the uncorrected conceptual overlap coefficient alph