First time post so please go easy on me

I have a bunch of categorical variables that I am thinking of using as predictor variables in a logit regression. I have conducted some chi-square tests between these variables and my outcome variable, some of which have come back as insignificant. Should I be advised to drop these variables from my regression or should is there any rationale to these variables in?

Many thanks for any input you can provide!