In a random intercept regression model, I've run interaction model by adding interaction terms to main effects model. So first step I've run main effects and then added interaction terms to this main effects model to run interaction model. I got non-significant intercept estimate in main effects model and significant intercept estimate in interaction model with larger estimate value. Why would this happen? Or is it OK to get this kind of result? Thanks in advance.