Marwan was a part of a coding team that analyze the ruptures created during short term psycho dynamic treatment for depression as a part of the therapeutic alliance between a therapist and a patient. His interests include understanding of factors that contribute to the success of psychological treatment and in particular the influence of the therapeutic connection on the success rates of treatment.