TY - JOUR AU - Abaluck, Jason AU - Gruber, Jonathan TI - Evolving Choice Inconsistencies in Choice of Prescription Drug Insurance JF - National Bureau of Economic Research Working Paper Series VL - No. 19163 PY - 2013 Y2 - June 2013 DO - 10.3386/w19163 UR - http://www.nber.org/papers/w19163 L1 - http://www.nber.org/papers/w19163.pdf N1 - Author contact info: Jason Abaluck Yale School of Management Box 208200 New Haven, CT 06520-8200 E-Mail: jason.abaluck@yale.edu Jonathan Gruber Department of Economics, E52-434 MIT 77 Massachusetts Avenue Cambridge, MA 02139 Tel: 617/253-8892 Fax: 617/253-1330 E-Mail: gruberj@mit.edu AB - We study choice over prescription insurance plans by the elderly using government administrative data to evaluate how these choices are made and evolve over time. We find that there is large "foregone savings" from not choosing the lowest cost plan that has grown over time. We develop a structural framework that allows us to exactly decompose the changes in "foregone welfare" from inconsistent choices into supply and demand side factors. We find that foregone welfare increases over time due primarily to supply-side factors such as premiums and out-of-pocket costs; we estimate little learning at either the individual or cohort level. ER -