From Kiplinger:
You can find plenty of stocks with low price-earnings ratios and high dividend yields—usually a winning combination. Look closely at the underlying companies, however, and you may find balance sheets buckling under weighty debt loads or deteriorating profits, making the stocks much less of a bargain than they appear on the surface.