Table A7.

Impact of the lockdown on household income – robustness check.

	(1)	(2)	(3)	(4)	(5)	(6)	(7)
	Total	Crop	Livestock	Enterprise	Labour	Net	Rental
	income	sales	sales	profit	income	transfers	income
Panel A: Sample restricted to those with no household size change between March and May
Post Lockdown	−61.771***	−30.384***	3.234***	−21.418***	−14.240***	2.684***	−0.514*
	(6.510)	(3.138)	(1.233)	(3.302)	(2.579)	(0.672)	(0.291)
$R^2$	0.659	0.615	0.549	0.647	0.569	0.567	0.507
Baseline Mean	101.96	39.47	2.81	27.65	26.01	−2.13	1.25
Observations	1676	1676	1676	1676	1676	1676	1676
Panel B: Full sample, control for household size
Post Lockdown	−60.996***	−29.958***	2.533**	−21.868***	−14.865***	2.846***	−0.347
	(6.418)	(3.041)	(1.195)	(3.046)	(2.621)	(0.684)	(0.283)
$R^2$	0.648	0.613	0.543	0.638	0.559	0.555	0.507
Baseline Mean	104.33	39.62	3.12	27.63	27.82	−2.24	1.25
Observations	2150	2150	2150	2150	2150	2150	2150
Panel C: Full sample, control for household composition
Post Lockdown	−58.449***	−27.090***	1.899	−20.161***	−17.363***	2.694***	−0.212
	(7.132)	(3.196)	(1.654)	(3.671)	(3.157)	(0.666)	(0.353)
$R^2$	0.656	0.621	0.546	0.645	0.563	0.557	0.510
Baseline Mean	104.33	39.62	3.12	27.63	27.82	−2.24	1.25
Observations	2150	2150	2150	2150	2150	2150	2150

Panel C includes linear and quadratic household size, number of male and female adults (aged 15–60), number of elderly (aged above 60), and number of children under 7 and those in the 7–14 age group. Total income is the aggregate of columns (2)–(7). Note that crop sales, livestock sales and rental income were all defined on an annual basis at baseline but a monthly basis at followup. Changes should therefore be interpreted with caution as they could also reflect normal seasonal differences from the mean. Enterprise profits, labour income and net transfers were all defined on a monthly basis at both baseline and followup.

Standard errors in parentheses. * $p<0.10$, ** $p<0.05$, *** $p<0.01$.