t test of the means between the two groups show that they are statistically different Can Inverse Probability Weighting help with this before I run Difference in Difference?
From my point of view, IPW is a method to correct selection bias, which can cause differences at baseline, of course. Have you a reliable estimation of the amount of unselected population under study?