How Common is "Parking" among Social Security Disability Insurance Beneficiaries? Evidence from the 1999 Change in the Earnings Level of Substantial Gainful Activity
by Jody Schimmel, David C. Stapleton, and Jae Song
Social Security Bulletin, Vol. 71, No. 4, 2011
Social Security Bulletin, Vol. 71, No. 4, 2011
Appendix
Characteristic | Nominal TWP-year earnings category ($) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
0–199 | 200–499 | 500–699 | 700–999 | 1,000 or more | ||||||
Parameter estimate | Standard error | Parameter estimate | Standard error | Parameter estimate | Standard error | Parameter estimate | Standard error | Parameter estimate | Standard error | |
DD estimate | -0.0054 | 0.0036 | -0.0048 | 0.0036 | 0.0220 | 0.0025 | -0.0022 | 0.0024 | -0.0096 | 0.0035 |
Indicator for 1998 TWP completer cohort | 0.1928 | 0.0027 | -0.1422 | 0.0027 | -0.0457 | 0.0019 | -0.0378 | 0.0017 | 0.0330 | 0.0026 |
Indicator for second post-TWP year | -0.0146 | 0.0022 | -0.0250 | 0.0028 | -0.0015 | 0.0019 | 0.0051 | 0.0018 | 0.0360 | 0.0024 |
Age (years, as of December 31) | 0.0021 | 0.0001 | 0.0007 | 0.0001 | -0.0005 | 0.0001 | -0.0012 | 0.0001 | -0.0011 | 0.0001 |
Male | 0.0082 | 0.0018 | -0.0426 | 0.0019 | -0.0081 | 0.0013 | -0.0043 | 0.0012 | 0.0468 | 0.0018 |
Black | -0.0236 | 0.0052 | -0.0012 | 0.0051 | 0.0249 | 0.0035 | 0.0230 | 0.0034 | -0.0232 | 0.0051 |
Hispanic | 0.0876 | 0.0068 | -0.0539 | 0.0062 | -0.0014 | 0.0044 | 0.0001 | 0.0042 | -0.0323 | 0.0063 |
Other race | -0.0119 | 0.0113 | -0.0312 | 0.0105 | 0.0012 | 0.0075 | -0.0004 | 0.0071 | 0.0424 | 0.0115 |
White | -0.0297 | 0.0049 | 0.0235 | 0.0048 | 0.0077 | 0.0033 | -0.0009 | 0.0031 | -0.0006 | 0.0048 |
Education (years) | ||||||||||
0–8 | 0.0489 | 0.0051 | -0.0204 | 0.0049 | 0.0028 | 0.0035 | 0.0085 | 0.0032 | -0.0397 | 0.0043 |
9–11 | 0.0245 | 0.0033 | -0.0259 | 0.0033 | 0.0045 | 0.0024 | 0.0172 | 0.0023 | -0.0203 | 0.0031 |
12 | -0.0041 | 0.0021 | -0.0098 | 0.0022 | 0.0013 | 0.0015 | 0.0064 | 0.0014 | 0.0063 | 0.0021 |
13–15 | -0.0241 | 0.0033 | -0.0379 | 0.0033 | -0.0022 | 0.0024 | 0.0020 | 0.0022 | 0.0623 | 0.0036 |
16 or more | -0.0434 | 0.0038 | -0.0767 | 0.0037 | -0.0154 | 0.0026 | -0.0055 | 0.0025 | 0.1409 | 0.0044 |
Primary disabling condition | ||||||||||
Major affective disorders | 0.0872 | 0.0165 | -0.0023 | 0.0178 | -0.0292 | 0.0137 | -0.0115 | 0.0124 | -0.0442 | 0.0187 |
Schizophrenia and psychoses | 0.1130 | 0.0167 | 0.1045 | 0.0180 | -0.0202 | 0.0138 | -0.0250 | 0.0125 | -0.1724 | 0.0187 |
Anxiety and neurotic disorders | 0.0806 | 0.0171 | -0.0010 | 0.0184 | -0.0225 | 0.0141 | 0.0014 | 0.0128 | -0.0584 | 0.0192 |
Other mental disorders | 0.0556 | 0.0169 | 0.0675 | 0.0183 | -0.0136 | 0.0140 | -0.0097 | 0.0126 | -0.0999 | 0.0190 |
Mental retardation | 0.0448 | 0.0165 | 0.2143 | 0.0179 | -0.0007 | 0.0138 | -0.0307 | 0.0124 | -0.2278 | 0.0186 |
Back disorders | 0.0797 | 0.0168 | -0.0560 | 0.0180 | -0.0400 | 0.0139 | -0.0122 | 0.0125 | 0.0285 | 0.0190 |
Musculoskeletal system | 0.0663 | 0.0169 | -0.0099 | 0.0182 | -0.0314 | 0.0139 | -0.0188 | 0.0126 | -0.0062 | 0.0191 |
Infectious and parasitic diseases | 0.0637 | 0.0225 | 0.0415 | 0.0239 | -0.0150 | 0.0176 | -0.0240 | 0.0154 | -0.0663 | 0.0239 |
HIV/AIDS | 0.0323 | 0.0173 | -0.0208 | 0.0185 | -0.0282 | 0.0143 | -0.0133 | 0.0129 | 0.0300 | 0.0197 |
Neoplasms | -0.0343 | 0.0171 | -0.1423 | 0.0182 | -0.0646 | 0.0140 | -0.0217 | 0.0128 | 0.2628 | 0.0197 |
Endocrine/nutritional | 0.0845 | 0.0173 | -0.0156 | 0.0185 | -0.0331 | 0.0142 | -0.0041 | 0.0129 | -0.0317 | 0.0194 |
Blood/blood-forming diseases | 0.0313 | 0.0212 | -0.0486 | 0.0222 | -0.0473 | 0.0167 | -0.0184 | 0.0158 | 0.0830 | 0.0246 |
Severe visual impairment | 0.0438 | 0.0181 | -0.0523 | 0.0191 | -0.0093 | 0.0149 | 0.0593 | 0.0140 | -0.0414 | 0.0202 |
Severe hearing impairment | 0.0356 | 0.0175 | -0.0006 | 0.0189 | -0.0052 | 0.0146 | 0.0043 | 0.0132 | -0.0341 | 0.0197 |
Severe speech impairment | 0.0569 | 0.0350 | -0.0294 | 0.0344 | -0.0496 | 0.0236 | -0.0187 | 0.0232 | 0.0408 | 0.0386 |
Nervous system | 0.0618 | 0.0169 | 0.0450 | 0.0182 | -0.0199 | 0.0140 | -0.0189 | 0.0126 | -0.0679 | 0.0190 |
Circulatory system | 0.0582 | 0.0171 | -0.0106 | 0.0184 | -0.0210 | 0.0141 | -0.0137 | 0.0127 | -0.0130 | 0.0193 |
Respiratory system | 0.0591 | 0.0190 | 0.0114 | 0.0203 | -0.0174 | 0.0153 | -0.0132 | 0.0138 | -0.0399 | 0.0209 |
Digestive system | 0.0265 | 0.0186 | -0.0796 | 0.0194 | -0.0593 | 0.0146 | -0.0078 | 0.0137 | 0.1201 | 0.0213 |
Genitourinary system | 0.0259 | 0.0174 | -0.0426 | 0.0186 | -0.0343 | 0.0143 | -0.0196 | 0.0130 | 0.0706 | 0.0199 |
Skin/subcutaneous tissue | 0.1233 | 0.0288 | -0.0435 | 0.0275 | -0.0264 | 0.0210 | -0.0204 | 0.0189 | -0.0330 | 0.0293 |
Congenital anomalies | 0.0396 | 0.0228 | 0.1865 | 0.0259 | 0.0010 | 0.0190 | -0.0476 | 0.0154 | -0.1796 | 0.0229 |
Injuries | 0.0361 | 0.0168 | -0.0561 | 0.0181 | -0.0391 | 0.0139 | -0.0209 | 0.0126 | 0.0800 | 0.0191 |
Other | 0.0505 | 0.0164 | 0.0106 | 0.0177 | -0.0186 | 0.0137 | -0.0013 | 0.0123 | -0.0412 | 0.0186 |
TWP completion month | ||||||||||
January | 0.0256 | 0.0046 | -0.0571 | 0.0045 | -0.0100 | 0.0032 | -0.0137 | 0.0030 | 0.0553 | 0.0045 |
February | 0.0110 | 0.0045 | -0.0479 | 0.0045 | -0.0142 | 0.0032 | -0.0130 | 0.0030 | 0.0640 | 0.0044 |
March | 0.0028 | 0.0044 | -0.0467 | 0.0045 | -0.0060 | 0.0032 | -0.0089 | 0.0030 | 0.0589 | 0.0044 |
April | -0.0073 | 0.0044 | -0.0462 | 0.0044 | -0.0051 | 0.0032 | -0.0091 | 0.0030 | 0.0678 | 0.0044 |
May | -0.0146 | 0.0042 | -0.0361 | 0.0043 | -0.0064 | 0.0031 | -0.0075 | 0.0029 | 0.0645 | 0.0042 |
June | -0.0188 | 0.0043 | -0.0377 | 0.0044 | -0.0026 | 0.0031 | 0.0001 | 0.0030 | 0.0589 | 0.0043 |
July | -0.0157 | 0.0044 | -0.0362 | 0.0046 | -0.0008 | 0.0033 | -0.0020 | 0.0031 | 0.0548 | 0.0044 |
August | -0.0185 | 0.0044 | -0.0231 | 0.0046 | 0.0007 | 0.0033 | 0.0015 | 0.0031 | 0.0394 | 0.0044 |
September | 0.0457 | 0.0039 | 0.0142 | 0.0040 | -0.0147 | 0.0027 | -0.0167 | 0.0026 | -0.0285 | 0.0036 |
October | -0.0053 | 0.0044 | -0.0061 | 0.0046 | -0.0010 | 0.0032 | -0.0033 | 0.0030 | 0.0156 | 0.0042 |
November | -0.0050 | 0.0043 | -0.0073 | 0.0045 | 0.0002 | 0.0032 | -0.0057 | 0.0030 | 0.0177 | 0.0042 |
Intercept | 0.0501 | 0.0177 | 0.3611 | 0.0190 | 0.1656 | 0.0145 | 0.1663 | 0.0132 | 0.2570 | 0.0197 |
Number of observations | 233,930 | 121,492 | 28,678 | 25,632 | 58,128 | |||||
Adjusted R-squared | 0.0593 | 0.0656 | 0.0071 | 0.0098 | 0.0655 | |||||
SOURCE: SSA's 2007 TRF data merged with MEF data. | ||||||||||
NOTE: Omitted categories from the regression model include missing race, missing primary disabling condition, missing education status, and TWP completion month in December. |
Characteristic | Nominal TWP-year earnings category ($) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Overall | Less than 500 | 500–699 | 700–999 | 1,000 or more | ||||||
Parameter estimate | Standard error | Parameter estimate | Standard error | Parameter estimate | Standard error | Parameter estimate | Standard error | Parameter estimate | Standard error | |
DD estimate | 3.8866 | 11.6592 | 15.9866 | 5.3707 | 17.2542 | 11.7817 | 18.4906 | 17.2946 | -7.6915 | 39.7519 |
Indicator for 1998 TWP completer cohort | 62.5372 | 6.2975 | 5.1518 | 1.3149 | 5.1965 | 1.5006 | 9.2910 | 2.2142 | -10.1234 | 18.9262 |
Indicator for second post-TWP year | 44.0383 | 9.3631 | 98.6104 | 4.1510 | 29.2846 | 8.4781 | 36.2898 | 12.5746 | -73.2292 | 34.4259 |
Age (years, as of December 31) | 1.6058 | 0.2734 | -2.4292 | 0.1284 | -4.0616 | 0.3218 | -3.9092 | 0.4539 | 17.5550 | 0.8874 |
Male | 172.5406 | 5.7616 | 0.1783 | 2.7412 | 13.6061 | 6.1874 | 13.7430 | 9.2567 | 348.3814 | 18.0406 |
Black | -129.0092 | 31.9313 | 32.1964 | 7.1384 | -20.4002 | 16.6308 | -34.0154 | 25.7186 | -416.3763 | 114.2753 |
Hispanic | -205.8652 | 33.4989 | -69.5298 | 8.3585 | -9.5389 | 20.6536 | -8.6954 | 31.5295 | -374.2935 | 117.6089 |
Other race | 80.5293 | 46.4551 | -12.9934 | 14.9064 | -46.5146 | 31.7408 | 43.0093 | 55.7919 | 2.3408 | 140.6085 |
White | -43.3134 | 32.5433 | 25.7355 | 6.8306 | -16.5007 | 16.0853 | -2.3386 | 25.2879 | -194.5046 | 116.6975 |
Education (years) | ||||||||||
0–8 | -133.6716 | 11.8063 | -33.4089 | 4.8667 | -12.8438 | 14.2579 | -78.4738 | 18.2650 | -265.6697 | 48.9207 |
9–11 | -89.2504 | 7.4623 | -10.9616 | 4.0758 | -33.1984 | 9.1836 | -46.3559 | 12.9199 | -261.8110 | 25.2157 |
12 | 5.5262 | 7.0415 | -0.8182 | 3.1169 | 3.3928 | 7.1784 | -22.5658 | 10.6072 | -43.6796 | 23.2824 |
13–15 | 150.0496 | 10.3071 | 27.6498 | 5.6339 | 44.1180 | 12.3871 | 26.5202 | 16.0836 | 135.0863 | 25.6982 |
16 or more | 572.3826 | 20.8756 | 71.0925 | 11.0502 | 67.5711 | 17.7457 | 61.6534 | 22.6099 | 746.2536 | 44.2387 |
Primary disabling condition | ||||||||||
Major affective disorders | -40.9460 | 38.2088 | 9.1347 | 20.2610 | -89.1764 | 56.0137 | -57.0047 | 66.0713 | 101.0549 | 84.9935 |
Schizophrenia and psychoses | -354.2219 | 37.8175 | -30.3048 | 19.4290 | -170.9595 | 55.7803 | -129.8439 | 64.9280 | -257.0454 | 86.7720 |
Anxiety and neurotic disorders | -83.8368 | 40.3023 | -0.3623 | 20.3839 | -80.3719 | 57.7183 | -28.6832 | 66.5758 | 54.0168 | 96.9753 |
Other mental disorders | -161.8322 | 38.6253 | -3.6513 | 19.7593 | -147.3341 | 56.1442 | -82.0815 | 65.8156 | -0.7567 | 88.2418 |
Mental retardation | -387.2097 | 37.4753 | -12.5732 | 19.2890 | -153.8104 | 55.3318 | -137.4609 | 64.1344 | -308.4275 | 85.8993 |
Back disorders | 128.4055 | 43.0494 | -2.3513 | 20.2472 | -98.7899 | 56.8886 | -10.7327 | 69.2368 | 211.2670 | 99.8006 |
Musculoskeletal system | 34.6109 | 39.6684 | 13.7045 | 21.2740 | -80.9971 | 59.7504 | -30.5887 | 67.4419 | 135.7998 | 88.1016 |
Infectious and parasitic diseases | -105.0050 | 53.8016 | -2.9983 | 25.5381 | -82.9596 | 75.8870 | -112.5069 | 98.3791 | 53.5063 | 134.5186 |
HIV/AIDS | 184.5564 | 44.8256 | 43.7924 | 23.5558 | -74.7737 | 59.6220 | -20.4006 | 70.1392 | 309.5777 | 99.8930 |
Neoplasms | 958.6451 | 53.3380 | 57.4691 | 26.2065 | 50.9550 | 63.1949 | 107.0015 | 72.9602 | 889.1284 | 100.9001 |
Endocrine/nutritional | -42.9501 | 40.1781 | -3.5354 | 20.6404 | -97.9509 | 57.7633 | -39.0733 | 67.2694 | 61.0255 | 92.1967 |
Blood/blood-forming diseases | 463.7903 | 75.1694 | 22.5105 | 34.5133 | -99.8819 | 73.1534 | -9.7780 | 89.1374 | 799.5738 | 162.5179 |
Severe visual impairment | -68.4195 | 41.5947 | -9.4573 | 21.7428 | -40.1478 | 58.9789 | -24.9684 | 66.9748 | 55.4097 | 97.2393 |
Severe hearing impairment | -57.9384 | 39.8701 | 48.9564 | 22.0228 | -74.1816 | 61.5778 | -5.1546 | 68.7856 | -91.4302 | 89.2821 |
Severe speech impairment | 54.3205 | 87.9516 | 8.9965 | 44.4032 | -156.6640 | 81.5279 | 93.7077 | 34.4024 | 20.1016 | 194.9995 |
Nervous system | -47.8123 | 45.4254 | 4.8625 | 19.9173 | -133.9343 | 56.6584 | -38.2057 | 66.3530 | 306.8841 | 129.7971 |
Circulatory system | 47.7596 | 40.9301 | -1.6673 | 20.2633 | -93.4275 | 57.7040 | -49.9544 | 68.3519 | 160.0718 | 92.0725 |
Respiratory system | -8.2694 | 50.8713 | 13.1909 | 23.7228 | -98.2870 | 61.8202 | -44.7192 | 73.7429 | 195.9551 | 141.6386 |
Digestive system | 451.0666 | 54.3847 | 24.3395 | 29.4452 | 5.7970 | 72.6930 | -48.5661 | 75.3266 | 546.2329 | 109.8123 |
Genitourinary system | 252.1342 | 43.2640 | 14.4115 | 21.6954 | -58.7977 | 59.6275 | -0.4348 | 69.1857 | 407.8473 | 93.8453 |
Skin/subcutaneous tissue | -57.6844 | 62.9407 | -25.2792 | 33.5316 | -137.9435 | 100.5433 | 59.7690 | 49.9449 | 40.2684 | 151.6898 |
Congenital anomalies | -303.0858 | 46.6541 | -8.0281 | 23.7773 | -145.7737 | 66.1756 | -125.0023 | 8.9854 | -0.1141 | 156.5348 |
Injuries | 250.9805 | 39.9722 | 19.6082 | 20.7594 | -62.7332 | 57.7010 | 71.1137 | 68.7173 | 330.5153 | 86.4934 |
Other | -59.2039 | 37.6178 | 20.0622 | 19.3356 | -63.0866 | 55.4150 | -24.0432 | 63.9009 | 17.5271 | 83.1404 |
TWP completion month | ||||||||||
January | 102.9451 | 17.1940 | -64.5378 | 5.9937 | -59.8878 | 14.5034 | -98.6031 | 20.6147 | 27.2923 | 76.8734 |
February | 127.7342 | 20.1746 | -59.9759 | 5.8593 | -62.4709 | 16.6615 | -86.7749 | 21.8496 | 18.3566 | 84.2944 |
March | 108.2659 | 16.5926 | -54.3847 | 6.0666 | -65.3751 | 14.3197 | -115.0781 | 18.4321 | -17.0366 | 73.9765 |
April | 131.5672 | 16.7258 | -49.7944 | 5.7252 | -71.2574 | 14.1684 | -88.9445 | 20.6604 | -35.6380 | 74.7174 |
May | 147.0056 | 16.4089 | -39.6249 | 5.8072 | -38.0231 | 14.1417 | -107.7016 | 19.1058 | 6.1093 | 73.9084 |
June | 121.1597 | 16.4305 | -41.1944 | 6.0936 | -64.5903 | 14.1988 | -70.3646 | 24.8940 | -64.7611 | 74.6442 |
July | 118.1110 | 16.7243 | -28.1850 | 6.3087 | -75.8079 | 13.4365 | -97.3134 | 18.9568 | -32.7231 | 75.5382 |
August | 81.5598 | 16.5385 | -19.6110 | 6.4428 | -45.9465 | 14.7548 | -63.2083 | 19.4302 | -62.0353 | 76.1947 |
September | -82.5369 | 15.6628 | -53.0679 | 6.1563 | -45.2542 | 12.9009 | -64.5756 | 19.8421 | -48.1222 | 77.0632 |
October | 29.0923 | 16.5122 | -22.0641 | 6.7304 | -12.0151 | 16.2251 | -62.5163 | 20.9795 | -102.1910 | 77.2100 |
November | 16.1391 | 16.0215 | -13.3835 | 5.8052 | -13.3883 | 14.1021 | -34.7147 | 19.6629 | -90.1469 | 76.3673 |
Intercept | 634.2349 | 52.9953 | 355.2670 | 21.4314 | 890.0394 | 58.3915 | 1,109.1490 | 70.1256 | 1,244.3165 | 176.6289 |
Number of observations | 233,930 | 121,492 | 28,678 | 25,632 | 58,128 | |||||
Adjusted R-squared | 0.0504 | 0.0217 | 0.0151 | 0.0109 | 0.0391 | |||||
SOURCE: SSA's 2007 TRF data merged with MEF data. | ||||||||||
NOTE: Omitted categories from the regression model include missing race, missing primary disabling condition, missing education status, and TWP completion month in December. |
Characteristic | Nominal TWP-year earnings category ($) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Overall | Less than 500 | 500–699 | 700–999 | 1,000 or more | ||||||
Parameter estimate | Standard error | Parameter estimate | Standard error | Parameter estimate | Standard error | Parameter estimate | Standard error | Parameter estimate | Standard error | |
DD estimate | -0.1314 | 0.0317 | -0.2946 | 0.0312 | -0.6312 | 0.0858 | -0.2244 | 0.1028 | 0.0265 | 0.0704 |
Indicator for 1998 TWP completer cohort | 0.0973 | 0.0118 | 0.0448 | 0.0090 | -0.0598 | 0.0304 | -0.0252 | 0.0372 | 0.0330 | 0.0251 |
Indicator for second post-TWP year | 2.6208 | 0.0235 | 1.5796 | 0.0234 | 2.7910 | 0.0653 | 3.5870 | 0.0772 | 4.5341 | 0.0544 |
Age (years, as of December 31) | -0.0228 | 0.0008 | -0.0186 | 0.0008 | -0.0353 | 0.0022 | -0.0262 | 0.0028 | -0.0144 | 0.0020 |
Male | 0.2840 | 0.0163 | 0.2172 | 0.0158 | -0.0479 | 0.0438 | -0.2274 | 0.0536 | 0.0410 | 0.0370 |
Black | -0.0701 | 0.0457 | -0.0190 | 0.0472 | 0.0704 | 0.1291 | -0.1092 | 0.1490 | -0.2063 | 0.0980 |
Hispanic | 0.1272 | 0.0583 | 0.4507 | 0.0640 | 0.1441 | 0.1642 | -0.1698 | 0.1859 | -0.0678 | 0.1264 |
Other race | 0.3734 | 0.1044 | 0.1740 | 0.1135 | -0.0626 | 0.2954 | 0.1883 | 0.3322 | 0.3438 | 0.1955 |
White | -0.1433 | 0.0433 | -0.2144 | 0.0445 | -0.1658 | 0.1246 | -0.0980 | 0.1433 | -0.0268 | 0.0905 |
Education | ||||||||||
0–8 | -0.0816 | 0.0409 | 0.0800 | 0.0398 | 0.1652 | 0.1116 | -0.2089 | 0.1390 | -0.1620 | 0.1097 |
9–11 | -0.0323 | 0.0281 | 0.1126 | 0.0288 | -0.1226 | 0.0712 | -0.0340 | 0.0876 | -0.3163 | 0.0685 |
12 | 0.0667 | 0.0192 | 0.0469 | 0.0188 | -0.0169 | 0.0514 | -0.0041 | 0.0612 | -0.0350 | 0.0424 |
13–15 | 0.3908 | 0.0316 | 0.1986 | 0.0335 | 0.1727 | 0.0844 | 0.1558 | 0.0983 | 0.1212 | 0.0598 |
16 or more | 0.7806 | 0.0384 | 0.3994 | 0.0442 | 0.3773 | 0.1124 | -0.1111 | 0.1224 | 0.2256 | 0.0626 |
Primary disabling condition | ||||||||||
Major affective disorders | 0.0208 | 0.1619 | -0.0100 | 0.1796 | -0.0349 | 0.3946 | 0.2386 | 0.4835 | 0.5437 | 0.3572 |
Schizophrenia and psychoses | -0.8816 | 0.1624 | -0.4985 | 0.1794 | -0.2658 | 0.3980 | 0.1561 | 0.4889 | 0.2527 | 0.3654 |
Anxiety and neurotic disorders | 0.0228 | 0.1669 | 0.0088 | 0.1846 | 0.1474 | 0.4094 | 0.5129 | 0.4976 | 0.4435 | 0.3696 |
Other mental disorders | -0.3965 | 0.1646 | -0.2740 | 0.1817 | -0.4417 | 0.4015 | 0.1394 | 0.4938 | 0.4684 | 0.3670 |
Mental retardation | -1.2869 | 0.1614 | -0.6458 | 0.1788 | -0.6342 | 0.3944 | 0.0335 | 0.4876 | 0.4694 | 0.3724 |
Back disorders | 0.6413 | 0.1645 | 0.4379 | 0.1835 | 0.1201 | 0.4022 | 0.5837 | 0.4916 | 0.8159 | 0.3600 |
Musculoskeletal system | 0.2678 | 0.1651 | 0.1124 | 0.1828 | -0.0324 | 0.4042 | 0.3622 | 0.4958 | 0.7775 | 0.3625 |
Infectious and parasitic diseases | -0.0428 | 0.2101 | -0.2066 | 0.2144 | -0.0893 | 0.5092 | -0.2814 | 0.6670 | 1.2552 | 0.4679 |
HIV/AIDS | 0.7021 | 0.1709 | 0.3011 | 0.1928 | 0.2587 | 0.4174 | 0.6846 | 0.5087 | 1.2490 | 0.3665 |
Neoplasms | 2.1910 | 0.1715 | 1.2690 | 0.2084 | 1.0409 | 0.4457 | 1.0694 | 0.5131 | 1.7512 | 0.3608 |
Endocrine/nutritional | 0.2256 | 0.1681 | 0.0556 | 0.1854 | 0.1694 | 0.4134 | 0.4325 | 0.5021 | 0.9175 | 0.3694 |
Blood/blood-forming diseases | 0.8994 | 0.2161 | 0.0504 | 0.2429 | 0.2083 | 0.5335 | 0.8622 | 0.6451 | 1.4116 | 0.4180 |
Severe visual impairment | -0.5939 | 0.1738 | -0.3360 | 0.1903 | -1.1611 | 0.4142 | -1.5715 | 0.5050 | 0.2785 | 0.3914 |
Severe hearing impairment | 0.5063 | 0.1724 | 0.2675 | 0.1913 | 0.2821 | 0.4217 | 0.9691 | 0.5104 | 1.3214 | 0.3762 |
Severe speech impairment | 0.4080 | 0.3326 | 0.0326 | 0.3619 | -0.4247 | 0.7968 | 0.7777 | 0.9256 | 1.4060 | 0.6162 |
Nervous system | -0.1657 | 0.1648 | -0.2160 | 0.1814 | -0.4424 | 0.4024 | 0.6424 | 0.4968 | 0.7682 | 0.3644 |
Circulatory system | 0.2228 | 0.1666 | 0.0184 | 0.1840 | -0.0646 | 0.4068 | 0.3992 | 0.5012 | 0.7571 | 0.3647 |
Respiratory system | 0.1207 | 0.1812 | -0.0010 | 0.1955 | 0.1229 | 0.4430 | 0.3743 | 0.5513 | 0.6954 | 0.4006 |
Digestive system | 1.0446 | 0.1847 | 0.3876 | 0.2111 | 0.5358 | 0.4930 | 0.4946 | 0.5418 | 1.1272 | 0.3798 |
Genitourinary system | 1.0117 | 0.1726 | 0.4386 | 0.1954 | 0.4908 | 0.4244 | 0.8377 | 0.5137 | 1.4699 | 0.3674 |
Skin/subcutaneous tissue | 0.2432 | 0.2585 | 0.4297 | 0.2881 | -1.2516 | 0.5683 | 0.7864 | 0.8675 | 0.8251 | 0.5712 |
Congenital anomalies | -1.0403 | 0.2046 | -0.5957 | 0.2016 | -0.0883 | 0.5567 | -0.5132 | 0.7535 | 0.7373 | 0.5833 |
Injuries | 0.9527 | 0.1658 | 0.4606 | 0.1860 | 0.1261 | 0.4068 | 0.8561 | 0.4957 | 1.2820 | 0.3601 |
Other | 0.2586 | 0.1609 | 0.1206 | 0.1789 | 0.4380 | 0.3922 | 0.6017 | 0.4805 | 0.8940 | 0.3554 |
TWP completion month | ||||||||||
January | 1.4062 | 0.0431 | -0.0337 | 0.0416 | 0.7770 | 0.1162 | 1.7724 | 0.1412 | 3.3805 | 0.0967 |
February | 1.2590 | 0.0414 | -0.0947 | 0.0404 | 0.5190 | 0.1141 | 1.4563 | 0.1363 | 2.9446 | 0.0928 |
March | 1.0814 | 0.0404 | -0.0744 | 0.0408 | 0.4156 | 0.1079 | 1.2204 | 0.1310 | 2.4209 | 0.0917 |
April | 0.9308 | 0.0391 | -0.1504 | 0.0398 | 0.2126 | 0.1037 | 0.7597 | 0.1258 | 2.0860 | 0.0881 |
May | 0.7810 | 0.0373 | -0.1259 | 0.0385 | 0.2464 | 0.1020 | 0.6184 | 0.1206 | 1.6622 | 0.0857 |
June | 0.6036 | 0.0373 | -0.1682 | 0.0390 | 0.1070 | 0.1000 | 0.4729 | 0.1172 | 1.1782 | 0.0864 |
July | 0.3755 | 0.0383 | -0.2203 | 0.0396 | -0.1627 | 0.1004 | 0.2120 | 0.1214 | 0.8284 | 0.0896 |
August | 0.1721 | 0.0384 | -0.2256 | 0.0398 | -0.1847 | 0.1033 | 0.0275 | 0.1220 | 0.4442 | 0.0924 |
September | -0.3132 | 0.0318 | -0.2671 | 0.0329 | -0.4202 | 0.0913 | -0.4679 | 0.1093 | -0.0346 | 0.0860 |
October | -0.0865 | 0.0373 | -0.2100 | 0.0386 | -0.2496 | 0.1030 | -0.3229 | 0.1222 | -0.0236 | 0.0942 |
November | -0.0132 | 0.0370 | -0.1147 | 0.0389 | -0.0920 | 0.1042 | -0.1786 | 0.1214 | 0.1028 | 0.0940 |
Intercept | 1.2935 | 0.1711 | 1.1024 | 0.1890 | 2.3566 | 0.4207 | 2.0928 | 0.5148 | 1.1272 | 0.3809 |
Number of observations | 233,930 | 121,492 | 28,678 | 25,632 | 58,128 | |||||
Adjusted R-squared | 0.146 | 0.0868 | 0.1282 | 0.1794 | 0.2765 | |||||
SOURCE: SSA's 2007 TRF data merged with MEF data. | ||||||||||
NOTE: Omitted categories from the regression model include missing race, missing primary disabling condition, missing education status, and TWP completion month in December. |
Average monthly earnings ($) | Percentage of cohort with earnings in category | DD estimate of the effect of the SGA earnings-level increase |
||||||
---|---|---|---|---|---|---|---|---|
Year of TWP completion | Second post-TWP year | Point estimate | t-statistic | 95 percent confidence interval | ||||
1996 | 1998 | 1996 | 1998 | |||||
0–199 | 15.19 | 15.47 | 36.00 | 35.64 | -0.63 | -1.79 | -0.75 | 0.06 |
200–499 | 30.87 | 31.98 | 20.96 | 20.27 | -1.81 | -5.00 | 0.35 | -1.10 |
500–699 | 14.71 | 13.14 | 8.82 | 9.30 | 2.05 | 7.75 | -3.00 | 2.57 |
700–999 | 11.66 | 11.24 | 6.95 | 7.06 | 0.52 | 2.15 | -1.44 | 1.00 |
1,000 or more | 27.57 | 28.16 | 27.27 | 27.74 | -0.12 | -0.32 | -1.33 | 0.62 |
SOURCE: SSA's 2007 TRF data merged with MEF data. | ||||||||
NOTES: DD estimates are regression-adjusted to control for differences in the 1996 and 1998 cohorts. Earnings adjusted for wage growth to year-2000 dollars using the contemporaneous AWI. |
Average monthly earnings in the TWP year ($) | Percentage of cohort in category | Change in mean monthly earnings of cohort ($) | DD estimate of the impact of the SGA earnings-level increase |
||||||
---|---|---|---|---|---|---|---|---|---|
1996 | 1998 | 1996 | 1998 | Estimate | t-statistic | 95 percent confidence interval | Percentage estimate | ||
Total | 100.0 | 100.0 | -47.28 | -46.12 | 1.17 | 0.10 | -21.82 | 24.16 | 0.1 |
Weighted total | 100.0 | 100.0 | -47.29 | -46.12 | 1.11 | 0.11 | -18.72 | 20.94 | 0.1 |
Less than 500 | 46.06 | 47.45 | 88.23 | 86.14 | -2.08 | -0.36 | -13.43 | 9.27 | -0.6 |
500–699 | 14.71 | 13.14 | -19.33 | -11.93 | 7.39 | 0.73 | -12.50 | 27.28 | 1.3 |
700–999 | 11.66 | 11.24 | -51.54 | -36.02 | 15.52 | 0.97 | -15.92 | 46.96 | 2.0 |
1,000 or more | 27.57 | 28.16 | -286.80 | -288.97 | -2.17 | -0.06 | -73.24 | 68.90 | -0.1 |
SOURCE: SSA's 2007 TRF data merged with MEF data. | |||||||||
NOTES: The change in monthly earnings is calculated from the TWP completion year to 2 years later. DD estimates are regression-adjusted to control for differences in the 1996 and 1998 cohorts. Within each group, the percentage estimate is the DD estimate divided by the mean earnings in the second post-TWP year (2000) of the 1998 TWP completers, net of the DD estimate for the group. Earnings adjusted for wage growth to year-2000 dollars using the contemporaneous AWI. |
Average monthly earnings in the TWP year ($) | Percentage of cohort in category | Change in the mean number of NSTW months of cohort | DD estimate of the impact of the SGA earnings-level increase |
||||||
---|---|---|---|---|---|---|---|---|---|
1996 | 1998 | 1996 | 1998 | Estimate | t-statistic | 95 percent confidence interval | Percentage estimate | ||
Total | 100.0 | 100.0 | 2.62 | 2.49 | -0.13 | -4.14 | -0.19 | -0.07 | -3.5 |
Weighted total | 100.0 | 100.0 | 2.62 | 2.49 | -0.13 | -8.42 | -0.16 | -0.10 | -3.4 |
Less than 500 | 46.06 | 47.45 | 1.49 | 1.27 | -0.22 | -6.79 | -0.28 | -0.16 | -12.8 |
500–699 | 14.71 | 13.14 | 2.39 | 1.99 | -0.41 | -5.53 | -0.56 | -0.26 | -13.1 |
700–999 | 11.66 | 11.24 | 3.15 | 3.20 | 0.05 | 0.46 | -0.16 | 0.26 | 1.0 |
1,000 or more | 27.57 | 28.16 | 4.41 | 4.50 | 0.09 | 1.39 | -0.04 | 0.22 | 1.3 |
SOURCE: SSA's 2007 TRF data merged with MEF data. | |||||||||
NOTES: The change in the NSTW months is calculated from the TWP completion year to 2 years later. DD estimates are regression-adjusted to control for differences in the 1996 and 1998 cohorts. Within each group, the percentage estimate is the DD estimate divided by the mean number of NSTW months in the second post-TWP year (2000) of the 1998 TWP completers, net of the DD estimate for the group. Earnings adjusted for wage growth to year-2000 dollars using the contemporaneous AWI. |