Several methods have been proposed to assess the disability burden in a population. For cross-sectional data, Nusselder and Looman recently proposed the attribution method to assess the disability burden [8, 9]. This method is based on multiple additive hazard models, which partition the disability prevalence into the additive contribution of diseases and conditions in the presence of comorbidity [9, 10].