TABLE A3.

Employed at work regression results omitting agriculture and mining controls

	(1)	(2)	(3)
	Apr–May	Jun–Aug	Sep–Oct
MSA Pop. 100−250 K × 2020	0.173	−0.083	−1.444
	(1.036)	(0.910)	(0.963)
MSA Pop. 250−500 K × 2020	1.070	−2.245*	−1.675
	(1.092)	(0.976)	(0.955)
MSA Pop. 500 K−1 M × 2020	1.190	−0.420	−0.902
	(1.174)	(0.863)	(0.981)
MSA Pop. 1–2.5 M × 2020	0.445	−2.191*	−1.319
	(1.347)	(0.989)	(1.147)
MSA Pop. 2.5−5 M × 2020	−0.092	−1.710	−0.976
	(1.595)	(1.168)	(1.173)
MSA Pop. 5 M+ × 2020	−0.086	−1.975	−1.208
	(1.720)	(1.281)	(1.284)
Ln COVID Case Rate March 2020 × 2020	−0.972*	−0.652	−0.811*
	(0.440)	(0.401)	(0.379)
Ln COVID Case Rate Current ×2020	−0.418	−0.043	−1.242*
	(0.308)	(0.406)	(0.525)
% Occ. Can Work from Home ×2020	0.068	−0.033	0.062
	(0.109)	(0.090)	(0.090)
% Employed in Construction ×2020	−0.162	−0.033	0.08
	(0.192)	(0.158)	(0.173)
% Emp. Wholesale/Retail ×2020	−0.07	0.08	0.242
	(0.167)	(0.161)	(0.140)
% Emp. Transportation/Utilities × 2020	0.193	−0.170	−0.08
	(0.165)	(0.140)	(0.135)
% Emp. Professional Services × 2020	−0.205	−0.002	−0.013
	(0.148)	(0.110)	(0.117)
% Emp. Education/Health × 2020	0.114	0.027	0.106
	(0.089)	(0.076)	(0.080)
% Emp. Leisure/Hospitality × 2020	−0.525**	−0.323	−0.064
	(0.136)	(0.174)	(0.135)
% Employed in Other Services × 2020	−0.222	0.126	0.255
	(0.327)	(0.279)	(0.316)
% Emp. Public Administration × 2020	0.113	0.109	0.160
	(0.134)	(0.100)	(0.119)
Local Area Fixed Effects	Yes	Yes	Yes
Indiv. Characteristics × Time Dummies	Yes	Yes	Yes
State × Time Dummies	Yes	Yes	Yes
F‐Test p‐Value for Industry Variables	0.0001	0.649	0.582
R 2	0.281	0.252	0.279
Observations	327,795	482,332	346,019

The specification is similar to Column 4 of Tables 3, 4, 5 except local area employment percentage controls for agriculture and mining are now excluded; this means the omitted industry group includes manufacturing, agriculture, and mining.

^*Significantly different from zero at 5% level

^**Significant at 1% level.