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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 A5.

Effect of Unemployment Rate on Appellate Outcomes, by Reason for Initial Denial.

Appellate Outcome among Initial Denials
Initial Denials No appeal Allowed Denied Dismissed
A. Effect of Unemployment Rate
All Induced Denials Coef. 3,582*** 1,265*** 986*** 1,056*** 274.6***
SE (545) (176) (108) (226) (61)
Mean DV 89,318 40,096 27,124 16,722 5,376
Pct. Change 4.0 3.2 3.6 6.3 5.1
By Reason for Initial Denial
 Non-Medical Reason Coef. 242*** 136*** 28 43*** 34***
Std. Err. (84) (44) (18) (16) (12)
Mean DV 10,248 7,469 1,238 1,041 499
Pct. Change 2.4 1.8 2.3 4.2 6.9
 Not Severe Coef. 1,153*** 578*** 149*** 304*** 123***
Std. Err. (111) (48) (10) (36) (21)
Mean DV 16,152 9,065 2,360 3,406 1,321
Pct. Change 7.1 6.4 6.3 8.9 9.3
 Short Duration Coef. −42 −45*** −1 5 −1
Std. Err. (27) (8) (10) (11) (2)
Mean DV 5,424 2,405 1,992 778 249
Pct. Change −0.8 −1.9 −0.1 0.7 −0.3
 Capable of Past Work Coef. 1,018*** 243*** 391*** 333*** 52***
Std. Err. (228) (72) (51) (100) (18)
Mean DV 25,063 9,455 9,539 4,777 1,292
Pct. Change 4.1 2.6 4.1 7.0 4.0
 Capable of Other Work Coef. 1,210*** 353*** 420*** 371*** 67***
Std. Err. (136) (36) (32) (70) (24)
Mean DV 32,430 11,702 11,994 6,719 2,016
Pct. Change 3.7 3.0 3.5 5.5 3.3
B. Appellate Outcome as Percent of Induced Initial Denials
All Induced Denials 100.0 35.3*** 27.5*** 29.5*** 7.7***
(1.4) (1.7) (2.0) (0.9)
By Reason for Initial Denial
 Non-Medical Reason 100.0 56.3*** 11.6*** 17.9*** 14.2***
(7.2) (4.3) (1.7) (1.9)
 Not Severe 100.0 50.1*** 12.9*** 26.3*** 10.6***
(1.3) (0.7) (0.8) (0.9)
 Short Duration 100.0
 Capable of Past Work 100.0 23.8*** 38.4*** 32.7*** 5.1***
(2.0) (4.1) (3.1) (1.3)
 Capable of Other Work 100.0 29.2*** 34.7*** 30.6*** 5.5***
(1.7) (2.1) (2.8) (1.7)

Notes:

***

Significant at the 1% level.

**

Significant at the 5% level.

*

Significant at the 10% level. Each group of cells presents results from separate OLS estimations of Eq. (1). In all regressions, N = 3825 state-month observations of the number of SSDI claims filed that resulted in a given outcome. Coef. is 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.