Exactly, all-cause mortality studies always seem so prone to confounding factors. The abstract of the linked paper doesn't mention if they tried to control for anything. Granted they do acknowledge this - "He cautioned that the biological connection between phthalates and early deaths has not been established, so the study does not prove phthalates were the direct cause of these early deaths."