Rashes are caused by several things besides allergies. Rashes can be caused by allergies, infections (like fungal or bacterial), skin irritants (such as chemicals or textiles), autoimmune diseases, and genetic susceptibility. Rash causes are more complicated to identify than hives due to their variety.