This is a phase 3, multicenter, randomized, double-blind, placebo-controlled study evaluating the efficacy and safety of ustekinumab in the treatment of participants with active non-radiographic axial spondylo arthritis. Participants will receive either placebo or ustekinumab 45 or 90 milligram (mg). Participants will primarily be assessed for Assessment of Spondylo Arthritis (ASAS) International Society criteria 20 at Week 24. Safety will be monitored throughout the study.