ObjectiveExamine the relationships of work productivity and activity impairment with key patient‐reported outcomes (PROs) assessing pain, disease activity, and health‐related quality of life (HRQoL) in patients with ankylosing spondylitis (AS).MethodsThis post hoc analysis pooled available data from baseline to end of the double‐blind phase of phase II/III placebo‐controlled tofacitinib trials in patients with active AS. A repeated measures longitudinal model assessed the relationships (linear or non‐linear) between Work Productivity and Activity Impairment questionnaire in Spondyloarthritis (WPAI:SpA) domains (absenteeism, activity impairment, presenteeism, and productivity loss) as outcomes, and key PROs (total back pain, nocturnal spinal pain, Patient Global Assessment of Disease Activity, AS Quality of Life, EuroQol 5‐Dimension [EQ‐5D] 3‐Level, and EQ‐5D Visual Analog Scale) as predictors.ResultsData from 330–475 patients were available, depending on the analysis. Relationships between WPAI:SpA domains and PROs were approximately linear. The worst PRO scores were associated with a decline in patients’ work capacity (measured by activity impairment, presenteeism, and productivity loss [>65%]); the best scores were associated with improvements in WPAI:SpA domains (8–23%). Incremental PRO improvements were associated with improvement of activity impairment, presenteeism, and productivity loss. Relationships between absenteeism and PROs were the weakest, owing to absenteeism being low in the study population.ConclusionEvidence of linear relationships between work productivity and activity impairment with patient‐reported pain, disease activity, and HRQoL was observed. Interventions to control pain and disease activity and improve HRQoL are therefore likely to improve work productivity and reduce activity impairment in patients with AS.This article is protected by copyright. All rights reserved.