Policy makers in Washington and other capitals around the world are debating whether to implement another round of stimulus spending to combat high unemployment and sputtering growth rates. But before they leap, they should take a good hard look at how that worked the first time around.

It worked miserably, as indicated by the table nearby, which shows increases in government spending from 2007 to 2009 and subsequent changes in GDP growth rates. Of the 34 Organization for Economic Cooperation and Development nations, those...