
This is not normal.
As a Christian who's been a part of different churches I can confirm that every pastor's wife has always gotten to church at the same time as their husbands or a few minutes before service starts. It doesn't matter how many kids they have. The only exception I've seen have been first time moms. I truly think she doesn't care for her role or is dealing with something mental.