We investigate the dependence structure of d-dimensional Itˆo processes which are not necessarily time-homogeneous. Sufficient conditions are given which imply that the processes are associated, i.e. show a certain kind of positive dependence. We also prove that associated processes have associated hitting times. Some applications in risk management are given.