1 Kara Zivin (kzivin@umich.edu) is a professor in the Department of Psychiatry at the University of Michigan, a research career scientist at the Veterans Affairs Ann Arbor Healthcare System, and a senior health researcher at Mathematica, all in Ann Arbor, Michigan.