This work was supported by the Gallup Organization and by the National Institute on Aging through grants AG024928-06 and P30 AG024361 to Princeton and P01 AG05842-14 to the National Bureau of Economic Research. The author is a paid consultant to the Gallup Organization on issues of survey design and interpretation.