The impact of EU and Non-EU immigration on British wages

IZA Journal of Development and Migration

Table 4 Impact of Immigration on Wages: by Occupation Groups

	Ln (wages)_irt-1		Immigrant/ native ratio)_irt-1	Robust Standard Errors	Sample Size	Adjusted R-squared
Panel A: OLS estimation (Weighted)
Managers & Professionals			-0.239	[0.157]	2809	0.806
	0.943***	[0.015]	-0.054***	[0.019]	2796	0.981
Skilled Production			-0.130***	[0.046]	1022	0.872
	0.946***	[0.017]	-0.015***	[0.004]	1016	0.985
Semi/unskilled production			0.002	[0.034]	792	0.929
	0.934***	[0.012]	-0.005	[0.004]	792	0.991
Semi/unskilled services			-0.152***	[0.028]	1318	0.949
	0.850***	[0.027]	-0.024***	[0.006]	1318	0.985
Panel B: IV estimation (Weighted)
Managers & Professionals			-0.394**	[0.167]	2807	0.804
	0.918***	[0.017]	-0.056**	[0.017]	2794	0.975
Skilled Production			-0.132***	[0.037]	1011	0.872
	0.946***	[0.015]	-0.016***	[0.005]	1005	0.985
Semi/unskilled production			0.048	[0.040]	792	0.921
	0.934***	[0.012]	0.001	[0.009]	792	0.991
Semi/unskilled services			-0.259***	[0.085]	1317	0.931
	0.844***	[0.026]	-0.034***	[0.011]	1317	0.985

Notes:
^a All specifications use clustered robust standard errors, and all equation are weighted using the levels of employment by each occupation and region cell
^b Each equation also includes lagged unemployment, age controls, skill controls, year dummies, and region dummies
^b Notes (d)- (e), Table 2; Note (c), Table 3.
Sources: LFS and ASHE/NES