Earnings of rejected applicants to the Social Security Disability Insurance program

► Education and mortality are positively correlated among disability applicants. ► The rejected applicants are healthier, but are less educated and have lower earnings. ► The rejected applicants are more comparable using propensity score weighting. ► Weighting does not alter the conclusions about the effect of benefits on earnings.