Cigarette smoking generates as much as $170 billion in annual health care spending in the United States, according to a new study. The study found that taxpayers bear 60 percent of the cost of smoking-attributable diseases through publicly funded programs such as Medicare and Medicaid. Despite declines in the rates of smoking in recent years, the costs on society due to smoking have increased.