title: A Multistate Transition Model for Osteoarthritis Pain Change.
abstract: Pain severity of knees is assessed using an ordinal scale in patients with musculoskeletal diseases and often changes over time. Assessment of the effect of a particular risk factor on the change in pain severity will shed light on our understanding of biological mechanisms and provide guidance for rational clinical intervention for recurrent pain. The multistate transition model allows transitions between several different states of pain severity and estimates the transitional intensity using an extension of the Cox proportional hazards model. Using data from a longitudinal study, we applied this model to assess the relation of two psychological factors to the change in knee pain severity over time among patients with osteoarthritis and demonstrated that the multistate transition model can be a valuable tool for rheumatic disease studies.
authors.affiliation: Clinical Epidemiology Research & Training Unit, Boston University School of Medicine, Boston, Massachusetts, USA.
authors.forename: Bin
authors.initials: B
authors.lastname: Zhang
authors.forename: Haiqun
authors.initials: H
authors.lastname: Lin
authors.forename: David J
authors.initials: DJ
authors.lastname: Hunter
authors.forename: Tuhina
authors.initials: T
authors.lastname: Neogi
authors.forename: Barton
authors.initials: B
authors.lastname: Wise
authors.forename: Ernest
authors.initials: E
authors.lastname: Choy
authors.forename: Jingbo
authors.initials: J
authors.lastname: Niu
authors.forename: Yuqing
authors.initials: Y
authors.lastname: Zhang