The purpose of this study is to evaluate whether trough serum infliximab concentrations at the time of loss of clinical response will identify pediatric participants with inflammatory bowel disease (IBD) who would benefit (regain clinical response) from dose escalation above the currently approved dose [5 milligram (mg)/kilogram (kg) every 8 weeks (q8wk)] and the safety of that dose escalation.