cepr_unadvtg2024_disability_appendix.xlsx

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	P	Q	R	S
1	Appendix Table 1: OLS Regression Results Estimating Logged Mean Hourly Earnings by Unionization and Disability Status, Employed Adults
2		Disabled			Not disabled
3		dF/dx	SE	z	dF/dx	SE	z
4	Union representation	0.1628019***	0.0088452	18.41	0.1341922***	0.0018712	71.72
5	Education (Ref: Less than a high school diploma)
6	High school	0.0714952***	0.0106401	6.72	0.0957083***	0.002381	40.2
7	Some college	0.1503262***	0.0109103	13.78	0.1697344***	0.002477	68.52
8	Bachelor's degree	0.2982202***	0.013114	22.74	0.3768085***	0.0027984	134.65
9	Graduate degree	0.555993***	0.0162451	34.23	0.6350739***	0.0032506	195.37
10	Female	-0.1115821***	0.0065533	-17.03	-0.1609489***	0.0013812	-116.53
11	Age	0.0173313***	0.0011819	14.66	0.0380193***	0.0002839	133.94
12	Age squared	-0.0001535***	0.0000127	-12.05	-0.000361***	3.31E-06	-109.13
13	After COVID pandemic started	0.0459564*	0.0199181	2.31	0.0297647***	0.0043684	6.81
14	Race/ Ethnicity (Ref: White)
15	Black	-0.0740936***	0.0100728	-7.36	-0.1129321***	0.0020812	-54.26
16	Hispanic	-0.0274628**	0.0099565	-2.76	-0.0961452***	0.0019042	-50.49
17	Asian or Pacific Islander	-0.0307694	0.01699	-1.81	-0.0244241***	0.0028527	-8.56
18	Other	-0.0643049***	0.0174234	-3.69	-0.0703698***	0.0050227	-14.01
19	US citizen	0.0778966***	0.0170409	4.57	0.1135625***	0.0025344	44.81
20	Public sector worker	-0.0203849	0.0110429	-1.85	-0.0291741***	0.0024593	-11.86
21	Part-time worker	-0.1888127***	0.0073189	-25.8	-0.1291787***	0.0018748	-68.9
22	Type of disability
23	Hearing difficulty	0.0521074***	0.0104459	4.99	–	–	–
24	Vision difficulty	-0.0036842	0.0111741	-0.33	–	–	–
25	Cognitive difficulty	-0.0569482***	0.0106514	-5.35	–	–	–
26	Ambulatory difficulty	-0.016919	0.0107292	-1.58	–	–	–
27	Personal care difficulty	0.03427*	0.0152982	2.24	–	–	–
28	Independent living difficulty	-0.0397436**	0.0128793	-3.09	–	–	–
29	Multiple disabilities	-0.0451018***	0.0136681	-3.3	–	–	–
30	Intercept	2.465584***	0.0616611	39.99	2.084098	0.0124314	167.65
31	R-squared	0.4419			0.4874
32	Observations	30,947			666,883
33	AIC	42604.72			879590.6
34	All models include dummies for year, state of residence, and 2-digit industry and occupation.
35	* p≤.001, p≤.01, * p≤.05
36
37	Appendix Table 2: OLS Regression Results Estimating Logged Mean Hourly Earnings by Unionization and Disability Status, Employed Ages 25–54
38		Disabled			Not disabled
39		dF/dx	SE	z	dF/dx	SE	z
40	Union representation	0.1642889***	0.0115309	14.25	0.1311001***	0.0022311	58.76
41	Education (Ref: Less than a high school diploma)
42	High school	0.0839085***	0.0157924	5.31	0.107689***	0.0030892	34.86
43	Some college	0.1739978***	0.0160091	10.87	0.1925222***	0.0032292	59.62
44	Bachelor's degree	0.3401184***	0.0182968	18.59	0.4140905***	0.003556	116.45
45	Graduate degree	0.593503***	0.0219438	27.05	0.6573659***	0.0039889	164.8
46	Female	-0.0955781***	0.0087231	-10.96	-0.1611741***	0.0016772	-96.1
47	Age	0.0202041***	0.0043367	4.66	0.0515331***	0.0008249	62.47
48	Age squared	-0.0001823***	0.0000542	-3.36	-0.0005231***	0.0000105	-49.89
49	After COVID pandemic started	0.0572623*	0.0274211	2.09	0.023755***	0.0053393	4.45
50	Race/ Ethnicity (Ref: White)
51	Black	-0.067937***	0.0133677	-5.08	-0.1227972***	0.0025165	-48.8
52	Hispanic	-0.0275184**	0.012994	-2.12	-0.0992388***	0.002327	-42.65
53	Asian or Pacific Islander	-0.0144684	0.0218991	-0.66	-0.0119918***	0.0033623	-3.57
54	Other	-0.0635647**	0.0210145	-3.02	-0.0785307***	0.0061505	-12.77
55	US citizen	0.0638019**	0.0211164	3.02	0.1119933***	0.0029625	37.8
56	Public sector worker	-0.0147213	0.0145135	-1.01	-0.0274139***	0.002927	-9.37
57	Part-time worker	-0.2184973***	0.0105618	-20.69	-0.1286072***	0.0026171	-49.14
58	Type of disability
59	Hearing difficulty	0.0679044***	0.0135801	5	–	–	–
60	Vision difficulty	0.0221575	0.0142351	1.56	–	–	–
61	Cognitive difficulty	-0.0289306*	0.0134439	-2.15	–	–	–
62	Ambulatory difficulty	-0.0066521	0.0140825	-0.47	–	–	–
63	Personal care difficulty	0.0355247	0.0198311	1.79	–	–	–
64	Independent living difficulty	-0.0262356	0.0161549	-1.62	–	–	–
65	Multiple disabilities	-0.0698068***	0.0178353	-3.91	–	–	–
66	Intercept	2.383433***	0.1122479	21.23	1.77478***	0.0206276	86.04
67	R-squared	0.469			0.4675
68	Observations	15,478			446,731
69	AIC	19719.66			579927.6
70	All models include dummies for year, state of residence, and 2-digit industry and occupation.
71	* p≤.001, p≤.01, * p≤.05
72
73
74	Appendix Table 3: OLS Regression Results Estimating Logged Mean Hourly Earnings by Unionization and Type of Difficulty, Disabled Employed Adults
75		Hearing difficulty			Vision difficulty			Cognitive difficulty			Ambulatory difficulty			Personal Care difficulty			Independent living difficulty
76		dF/dx	SE	z	dF/dx	SE	z	dF/dx	SE	z	dF/dx	SE	z	dF/dx	SE	z	dF/dx	SE	z
77	Union representation	0.1749895***	0.0150186	11.65	0.1723588***	0.0235663	7.31	0.144581***	0.0168719	8.57	0.1425704***	0.0150425	9.48	0.2062602***	0.0487243	4.23	0.1571095***	0.0282928	5.55
78	Education (Ref: Less than a high school diploma)
79	High school	0.0909122***	0.0193526	4.7	0.0650837**	0.0233129	2.79	0.0676436***	0.0188555	3.59	0.0662816***	0.0199392	3.32	0.0930348	0.0528483	1.76	0.091686**	0.0327549	2.8
80	Some college	0.1613944***	0.0198836	8.12	0.1632397***	0.0239703	6.81	0.1514164***	0.0194218	7.8	0.1527812***	0.0202462	7.55	0.2350874***	0.0542992	4.33	0.233787***	0.0338161	6.91
81	Bachelor's degree	0.2971559***	0.0238487	12.46	0.3296386***	0.0312966	10.53	0.2959567***	0.0231341	12.79	0.2741538***	0.0239476	11.45	0.4302969***	0.0656526	6.55	0.3473184***	0.0422069	8.23
82	Graduate degree	0.5533579***	0.0286633	19.31	0.6174461***	0.0400278	15.43	0.5701989***	0.0311423	18.31	0.5345549***	0.0287938	18.56	0.6389899***	0.0761702	8.39	0.626831***	0.0520875	12.03
83	Female	-0.150629***	0.0121322	-12.42	-0.1278882***	0.0172642	-7.41	-0.0730158***	0.0109163	-6.69	-0.111869***	0.0118369	-9.45	-0.128265***	0.0331632	-3.87	-0.0658008***	0.0200817	-3.28
84	Age	0.0258487***	0.0021704	11.91	0.0198603***	0.0031627	6.28	0.0153244***	0.0021269	7.2	0.0095236***	0.0024395	3.9	0.0124595	0.0067324	1.85	0.0034773	0.0035822	0.97
85	Age squared	-0.0002352***	0.0000225	-10.44	-0.00018***	0.0000348	-5.17	-0.0001404***	0.000025	-5.61	-0.000067**	0.0000248	-2.7	-0.0000788	0.0000712	-1.11	1.81E-06	0.0000409	0.04
86	After COVID pandemic started	0.011452	0.0354436	0.32	-0.0092642	0.0535303	-0.17	0.0643183	0.037079	1.73	0.0153789	0.0316016	0.49	-0.0469096	0.0992564	-0.47	0.0151709	0.0600288	0.25
87	Race/ Ethnicity (Ref: White)
88	Black	-0.097153***	0.0226817	-4.28	-0.1109992***	0.0229168	-4.84	-0.0585227**	0.0185924	-3.15	-0.0489892**	0.0156671	-3.13	-0.1061799*	0.0438116	-2.42	-0.0698407*	0.0279645	-2.5
89	Hispanic	-0.0379977*	0.0193131	-1.97	-0.0541699**	0.0230211	-2.35	-0.0011643	0.0161048	-0.07	-0.0414073*	0.0186664	-2.22	-0.0559887	0.049889	-1.12	-0.0080552	0.0331674	-0.24
90	Asian or Pacific Islander	-0.0294484	0.0299636	-0.98	-0.0540502	0.0391273	-1.38	-0.0506064	0.032309	-1.57	-0.0500667	0.0314201	-1.59	-0.2354232**	0.0910331	-2.59	-0.1504045***	0.0394722	-3.81
91	Other	-0.0988048**	0.0324585	-3.04	-0.0836385*	0.0367254	-2.28	-0.0223933	0.030804	-0.73	-0.0720954**	0.0299604	-2.41	-0.1095303	0.0929579	-1.18	-0.0565878	0.05401	-1.05
92	US citizen	0.0631508	0.0331884	1.9	0.052888	0.0323217	1.64	-0.0016165*	0.034856	-0.05	0.09952**	0.0334381	2.98	-0.0200488	0.0906505	-0.22	-0.0376863	0.0582792	-0.65
93	Public sector worker	-0.0252176	0.0189092	-1.33	-0.0147608	0.0283191	-0.52	-0.0036814	0.0201167	-0.18	0.0032108	0.0190794	0.17	-0.0165078	0.0499241	-0.33	0.0022937	0.0360077	0.06
94	Part-time worker	-0.1755233***	0.0144823	-12.12	-0.1883737***	0.0190163	-9.91	-0.208414***	0.0119036	-17.51	-0.1892815***	0.0126033	-15.02	-0.2257015***	0.036256	-6.23	-0.2351081***	0.0208216	-11.29
95	Multiple disabilities	-0.0870604***	0.0119344	-7.29	-0.0799872***	0.015183	-5.27	-0.0625386***	0.0105602	-5.92	-0.0291436***	0.0102705	-2.84	-0.0293581	0.0415896	-0.71	-0.0298366	0.0205005	-1.46
96	Intercept	2.381995***	0.1025182	23.23	2.400645***	0.1971843	12.17	2.480441***	0.1011339	24.53	2.568695***	0.1063586	24.15	2.784034***	0.2977787	9.35	2.596748***	0.1812261	14.33
97	R-squared	0.4386			0.4620			0.4409			0.4018			0.5019			0.4595
98	Observations	10,301			4,611			9,524			10,405			1,493			3,790
99	AIC	14715.35			6325.567			12682.14			14768.86			2424.393			5860.533
100	All models include dummies for year, state of residence, and 2-digit industry and occupation.