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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 5.

Effect of Unemployment Rate on Claims by Reason for Determination and Administrative Level.

Initial Level Appellate
Total
% of Induced Initial Claims
Effect of Unemp. Rate % of Induced Initial Claims Effect of Unemp. Rate % of Induced Appell.
Claims
Allowances
Meets or equals listings Coef. 208 4.7%*** 191*** 8.2%*** 9.0%***
SE (130) (1.9%) (20) (0.9%) (1.3%)
Mean DV 21,231 4,893
Pct. Change 1.0 3.9
Elasticity 0.07 0.30
Medical-vocational Coef. 666** 14.9%*** 782*** 33.8%*** 32.5%***
Std. Err. (330) (4.2%) (93) (2.3%) (2.8%)
Mean DV 25,396 21,571
Pct. Change 2.6 3.6
Elasticity 0.20 0.28
Other Allowances Coef. 13*** 0.6%***
Std. Err. (4) (0.2%)
Mean DV 659
Pct. Change 2.0
Elasticity 0.15
Denials
Non-Medical Coef. 242*** 5.4%*** 35*** 1.5%*** 6.2%***
Std. Err. (84) (0.8%) (8) (0.2%) (0.9%)
Mean DV 10,248 879
Pct. Change 2.4 4.0
Elasticity 0.18 0.30
Not Severe Coef. 1,153*** 25.9%*** 164*** 7.1%*** 29.6%***
Std. Err. (111) (3.5%) (17) (0.8%) (4.1%)
Mean DV 16,152 1,967
Pct. Change 7.1 8.3
Elasticity 0.54 0.63
Short Duration Coef. −42 −0.9% −9 −0.4% −1.1%
Std. Err. (27) (0.8%) (7) (0.3%) (0.9%)
Mean DV 5,424 310
Pct. Change −0.8 −2.8
Elasticity −0.06 −0.22
Capable of Past Work Coef. 1,018*** 22.9%*** 320*** 13.8%*** 30.0%***
Std. Err. (228) (1.8%) (65) (0.7%) (2.1%)
Mean DV 25,063 4,979
Pct. Change 4.1 6.4
Elasticity 0.31 0.49
Capable of Other Work Coef. 1,210*** 27.2%*** 546*** 23.6%*** 39.4%***
Std. Err. (136) (3.6%) (140) (2.5%) (3.3%)
Mean DV 32,430 8,586
Pct. Change 3.7 6.4
Elasticity 0.28 0.48
Dismissed Coef. 275*** 11.9%***
Std. Err. (61) (1.4%)
Mean DV 5,376
Pct. Change 5.1
Elasticity 0.4

Notes: Standard errors in parentheses.

***

Significant at the 1% level.

**

Significant at the 5% level.

*

Significant at the 10% level. Appellate refers to reconsideration and hearings claims combined. 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 give 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.