Dynamic systems modeling to identify a cohort of problem drinkers with similar mechanisms of behavior change

Dynamic systems modeling to identify a cohort of problem drinkers with similar mechanisms of behavior change

Blog Article

One challenge to understanding mechanisms of behavior change (MOBC) completely among individuals with alcohol use disorder is that processes of change are theorized to be complex, dynamic (time varying), and at times non-linear, and they interact with each other to influence alcohol consumption.We used dynamical systems modeling to utopia hoodie brown better understand MOBC within a cohort of problem drinkers undergoing treatment.We fit a mathematical model to ecological momentary assessment data from individual patients who successfully reduced their drinking by tfh sarees with price the end of the treatment.The model solutions agreed with the trend of the data reasonably well, suggesting the cohort patients have similar MOBC.This work demonstrates using a personalized approach to psychological research, which complements standard statistical approaches that are often applied at the population level.