larger earnings fluctuations than employees and that they frequently transition into unemployment. Given that the self …-employed are not eligible to unemployment insurance, I analyze the provision of benefits targeted at these risks using a calibrated … heterogeneity. This exercise suggests that extending the current U.S. unemployment insurance scheme to the self-employed comes with …