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This simulation investigated ability estimation accuracy for multiple response (MR) items when manipulating: (a) item stem presentation; (b) item structure design; (c) number of keys; (d) scoring method; (e) test wiseness; and (f) test length. Results suggest test wissness and item scoring decisions can bias ability estimation in MR items.