The bad economy is hitting America right in the stomach.

Consumers have cut back sharply on food spending, shunning restaurants, opting for generic products over brand names, trading in lattes for home-brewed coffee and shopping for bargains. That is hurting sales and profits at many food processors, grocery chains and restaurants.

In 2008's...