The validity of a standardised test is questioned if an irrelevant construct accounted for the performance examinees, which wrongly modeled as ability in (test items). A must ensure precision examinee's irrespective their sub-population any demographic variables. This paper explored potentials gender and school location major covariates on West African Examinations Council (WAEC) mathematics it...