Despite facing significant uncertainty about their lifespans and health care costs, most retirees do not buy annuities or long-term care insurance. In this paper, I find that retirees’ saving and insurance choices are highly inconsistent with standard life-cycle models in which people care only about their own consumption but match well models in which bequests are luxury goods. Bequest motives tend to reduce the value of insurance by reducing the opportunity cost of precautionary saving. The results suggest that bequest motives significantly increase saving and significantly decrease purchases of long-term care insurance and annuities.

Many government programs transfer resources to older people and implicitly or explicitly tax their labor. We shed new light on the labor supply and welfare effects of such programs by investigating the Old Age Assistance Program (OAA). Exploiting the large differences in OAA programs across states and Census data on the entire US population in 1940, we find that OAA reduced the labor force participation rate among men aged 65–74 by 8.5 percentage points, more than one-half of its 1930–1940 decline, but that OAA’s implicit taxation of earnings imposed only small welfare costs on recipients.