I understand the temptation to leave them while you run in for “just a minute” but its still unacceptable.
Do people shop that often? I go grocery shopping once a week and clothing shopping 3-4X a year. For a bigger family you might need to go grocery shopping twice a week, but what else are they shopping for? Cant they arrange for the husband to watch the kids while they go out?