I think you’re hitting the nail on the head here. I say this a single mother: the moment my partner took on some childcare and I could start leaving the house for a few hours every now and again, my life changed. That mental break is so important. Find ways for your wife to spend some time away from the kids, just for herself, even once a week for an hour or two. It will help.