Table 2.

Associations between employment and income indicators with socioeconomic variables during the COVID − 19 pandemic

	Outcome: Job lost by a household member				Outcome: Change in household income
	Probit				OLS regression
	AME	SE	CI	P-value	AME	SE	CI	P-value
Socioeconomic status (ref: E)
D	−0.015	0.031	(− 0.075, 0.045)	0.622	0.290	2.029	(−3.689, 4.268)	0.887
C	− 0.105**	0.030	(−0.165, − 0.046)	0.001	6.630**	2.026	(2.659, 10.602)	0.001
A/B	−0.157**	0.036	(−0.228, − 0.085)	< 0.001	14.038**	2.456	(9.224, 18.852)	< 0.001
Age	−0.002**	0.001	(−0.003, − 0.002)	< 0.001	0.017	0.035	(−0.052, 0.086)	0.623
Sex (ref: male)
Female	0.064**	0.014	(0.035, 0.092)	< 0.001	−2.299*	0.992	(−4.244, − 0.353)	0.021
Households with children (ref: no)
Yes	0.052**	0.017	(0.019, 0.085)	0.002	−5.554**	1.116	(−7.743, −3.366)	< 0.001
Month (ref: April)
May	−0.084**	0.028	(−0.138, − 0.030)	0.002	−3.559+	1.963	(−7.406, 0.289)	0.070
June	−0.072**	0.023	(−0.116, − 0.027)	0.002	−3.282*	1.602	(−6.423, − 0.141)	0.041
July	−0.072**	0.023	(−0.118, − 0.026)	0.002	−2.194	1.631	(−5.392, 1.004)	0.179
August	−0.046*	0.023	(−0.092, − 0.001)	0.046	−1.028	1.587	(−4.140, 2.084)	0.517
Household size	0.041**	0.004	(0.0330, 0.049)	< 0.001	−1.567**	0.271	(−2.099, −1.036)	< 0.001

AME Average marginal effect, SE Standard error, CI Confidence intervals. ** = significant at 1%; * = significant at 5%; + = significant at 10%