We introduce multivariate partial orderings related with the Palm and time-stationary probabilities of a point process. Using these orderings, we give conditions for the monotonicity of a random sequence, with respect to some integral stochastic ordering, to be inherited by a continuous time process in which this sequence is imbedded. This type of inheritance is also discussed for the property of association.