Two participants completing a psychometric scale may leave wildly different responses yet attain the same mean score. Moreover, score often does not represent bulk of participants’ responses, which be skewed, kurtotic, or bimodal. Even so, researchers in psychological science aggregate item scores using an unweighted sum score, thereby neglecting substantial amount information. In present contr...