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Norm-referenced tests rely on precise normed scores to measure an examinee’s relative standing, potentially impacting major life decisions. This study investigates bootstrap-resampling technique to enhance the accuracy of reference ability scores, a type of normed scores, when paired with different norming methods under a set of simulation conditions.