That's why basic, necessary goods are not taxed, only luxury items. We have a GST in Australia and poor people effectively do not pay any tax on purchases.
Most sales tax proposals I've seen will exempt food and other "necessities" for exactly this reason. With how complex income taxes are, I'd love to get a serious discussion going about a sales ax replacing it.
