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We considered how nonparametric IRT techniques can be used to explore item characteristics. We used two real-data illustrations and evaluated the sensitivity of the approach using a simulation. Results suggested that MSA techniques can be extended to examine item properties for evidence of monotonicity and invariant ordering.