Julie L. Hotchkiss and M. Melinda Pitts. Working Paper 2013-3 (July). That smoking leads to lower wages is well established, but what factors are behind this negative relationship? Examining the wage gap between smokers and nonsmokers, the authors find that productivity is not the biggest factor hindering smokers’ lagging wages. Rather, other characteristics smokers bring to the market play a larger role.