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. Author manuscript; available in PMC: 2022 Jul 1.
Published in final edited form as: J Public Econ. 2021 Jun 8;199:104410. doi: 10.1016/j.jpubeco.2021.104410

Table 6.

Effect of Unemployment Rate on Monthly SSDI Claims, Allowances and Denials, by Age Group and SSDI-SSI Concurrent Status.

By Age Group
By SSDI-SSI Concurrent Status
Ages 18–39 Ages 40–49 Ages 50–59 Ages 60–64 Difference (50–40 s) Concurrent DI Only Difference (DI-Concurrent)
Claims Coef. 1,262*** 785*** 1,778*** 631*** 992*** 2,351*** 2,104*** −247
SE (322) (249) (347) (65) (99) (390) (601) (260)
Mean DV 36,193 35,591 47,200 16,961 64,026 71,918
Pct. Change 3.5 2.2 3.8 3.7 3.7 2.9
Elasticity 0.27 0.17 0.29 0.28 0.28 0.22
Initial Allowances Coef. −22 −49 595** 349*** 643*** 698** 175 −523***
SE (60) (65) (251) (87) (186) (278) (184) (111)
Mean DV 6,447 7,609 22,003 10,568 28,915 17,713
Pct. Change −0.3 −0.6 2.7 3.3 2.4 1.0
Elasticity −0.03 −0.05 0.21 0.25 0.18 0.08
Initial Denials Coef. 1,284*** 833*** 1,183*** 282*** 349*** 1,653*** 1,929*** 276
SE (266) (190) (116) (35) (95) (131) (424) (305)
Mean DV 29,746 27,982 25,197 6,393 35,112 54,206
Pct. Change 4.3 3.0 4.7 4.4 4.7 3.6
Elasticity 0.33 0.23 0.36 0.34 0.36 0.27
Total Allowances Coef. 151* 177* 1,084*** 447*** 906*** 1,277*** 583** −693***
SE (88) (99) (288) (83) (188) (316) (250) (127)
Mean DV 11,913 16,586 32,754 12,498 42,578 31,173
Pct. Change 1.3 1.1 3.3 3.6 3.0 1.9
Elasticity 0.10 0.08 0.25 0.27 0.23 0.14
Total Denials Coef. 1,111*** 607*** 693*** 184*** 86 1,074*** 1,521*** 447*
SE (237) (155) (78) (29) (94) (96) (357) (267)
Mean DV 24,279 19,006 14,446 4,463 21,449 40,745
Pct. Change 4.6 3.2 4.8 4.1 5.0 3.7
Elasticity 0.35 0.24 0.37 0.31 0.38 0.28

Notes:

***

Significant at the 1% level.

**

Significant at the 5% level.

*

Significant at the 10% level. Each group of figures presents regression estimates for a different outcome. In all models, N = 3825 state-month observations of the number of SSDI claims filed that resulted in a given outcome. Coef. refers to the coefficient on the number unemployed multiplied by the number of workers equivalent to one percent of the national labor force, and thus indicates the number of additional applications of a given outcome type induced by a one-point increase in the unemployment rate. Mean DV, the mean of each dependent variable, gives the average monthly claims of a given outcome type. Percent change is the Coef./Mean DV, or the percent change in the outcome.