A Generalized Linear Mixed Model (GLMM) is fitted in order to study the correlated observations in longitudinal data of patients suffering from schizophrenia. The model parameter estimates reveal that ’male’ patients evolve less favorably than ’female’ patients, while age does not have a significant effect on the evolution of prevalence of thought disorders.