(1)	(2)	(3)	(4)	(5)	(6)	(7)	(8)	(9)	(10)	(11)
VARIABLES	lnearnings	lnearnings	lnearnings	lnearnings	lnearnings	lnearnings	lnearnings	lnearnings	lnearnings	lnearnings	lnearnings
											
education	0.0337***	0.0988***	-0.0315***	-0.122***	-0.120***	-0.0970***	0.0988***	-0.0315***	-0.122***	-0.120***	-0.0970***
	(0.0102)	(0.0102)	(0.00872)	(0.00866)	(0.00867)	(0.00864)	(0.0102)	(0.00872)	(0.00866)	(0.00867)	(0.00864)
communications	0.262***	0.266***	0.168***	0.171***	0.176***	0.184***	0.266***	0.168***	0.171***	0.176***	0.184***
	(0.0118)	(0.0118)	(0.0101)	(0.0101)	(0.0100)	(0.00999)	(0.0118)	(0.0101)	(0.0101)	(0.0100)	(0.00999)
biology	0.397***	0.386***	0.255***	0.159***	0.160***	0.169***	0.386***	0.255***	0.159***	0.160***	0.169***
	(0.0120)	(0.0119)	(0.0103)	(0.0101)	(0.0100)	(0.00999)	(0.0119)	(0.0103)	(0.0101)	(0.0100)	(0.00999)
english	0.183***	0.208***	0.131***	0.0642***	0.0609***	0.0628***	0.208***	0.131***	0.0642***	0.0609***	0.0628***
	(0.0136)	(0.0135)	(0.0115)	(0.0113)	(0.0113)	(0.0113)	(0.0135)	(0.0115)	(0.0113)	(0.0113)	(0.0113)
socialsciences	0.445***	0.406***	0.276***	0.224***	0.230***	0.231***	0.406***	0.276***	0.224***	0.230***	0.231***
	(0.0111)	(0.0110)	(0.00935)	(0.00922)	(0.00920)	(0.00917)	(0.0110)	(0.00935)	(0.00922)	(0.00920)	(0.00917)
psychology	0.117***	0.167***	0.107***	0.0431***	0.0535***	0.0594***	0.167***	0.107***	0.0431***	0.0535***	0.0594***
	(0.0115)	(0.0114)	(0.00973)	(0.00965)	(0.00966)	(0.00961)	(0.0114)	(0.00973)	(0.00965)	(0.00966)	(0.00961)
engineering	0.691***	0.551***	0.427***	0.363***	0.364***	0.375***	0.551***	0.427***	0.363***	0.364***	0.375***
	(0.0103)	(0.0104)	(0.00898)	(0.00887)	(0.00886)	(0.00882)	(0.0104)	(0.00898)	(0.00887)	(0.00886)	(0.00882)
medical	0.289***	0.371***	0.304***	0.258***	0.263***	0.280***	0.371***	0.304***	0.258***	0.263***	0.280***
	(0.0103)	(0.0103)	(0.00882)	(0.00874)	(0.00873)	(0.00870)	(0.0103)	(0.00882)	(0.00874)	(0.00873)	(0.00870)
business	0.434***	0.391***	0.239***	0.226***	0.234***	0.249***	0.391***	0.239***	0.226***	0.234***	0.249***
	(0.00948)	(0.00944)	(0.00804)	(0.00797)	(0.00795)	(0.00793)	(0.00944)	(0.00804)	(0.00797)	(0.00795)	(0.00793)
other	0.319***	0.265***	0.165***	0.123***	0.128***	0.139***	0.265***	0.165***	0.123***	0.128***	0.139***
	(0.00940)	(0.00937)	(0.00796)	(0.00789)	(0.00787)	(0.00785)	(0.00937)	(0.00796)	(0.00789)	(0.00787)	(0.00785)
male		0.355***	0.208***	0.202***	0.198***	0.197***	0.355***	0.208***	0.202***	0.198***	0.197***
		(0.00363)	(0.00326)	(0.00320)	(0.00319)	(0.00318)	(0.00363)	(0.00326)	(0.00320)	(0.00319)	(0.00318)
hrswork			0.0435***	0.0423***	0.0423***	0.0424***		0.0435***	0.0423***	0.0423***	0.0424***
			(0.000233)	(0.000229)	(0.000228)	(0.000228)		(0.000233)	(0.000229)	(0.000228)	(0.000228)
child			0.250***	0.108***	0.116***	0.117***		0.250***	0.108***	0.116***	0.117***
			(0.00300)	(0.00326)	(0.00324)	(0.00323)		(0.00300)	(0.00326)	(0.00324)	(0.00323)
married				0.261***	0.240***	0.247***			0.261***	0.240***	0.247***
				(0.00340)	(0.00341)	(0.00340)			(0.00340)	(0.00341)	(0.00340)
post_college				0.275***	0.273***	0.270***			0.275***	0.273***	0.270***
				(0.00309)	(0.00308)	(0.00308)			(0.00309)	(0.00308)	(0.00308)
black_nh					0.00958	0.0454***				0.00958	0.0454***
					(0.00774)	(0.00777)				(0.00774)	(0.00777)
white_nh					0.168***	0.181***				0.168***	0.181***
					(0.00486)	(0.00490)				(0.00486)	(0.00490)
other_nh					0.180***	0.167***				0.180***	0.167***
					(0.00600)	(0.00599)				(0.00600)	(0.00599)
northeast						0.147***					0.147***
						(0.00466)					(0.00466)
south						0.0134***					0.0134***
						(0.00410)					(0.00410)
west						0.168***					0.168***
						(0.00447)					(0.00447)
Constant	10.73***	10.58***	8.874***	8.778***	8.650***	8.546***	10.58***	8.874***	8.778***	8.650***	8.546***
	(0.00871)	(0.00883)	(0.0118)	(0.0116)	(0.0122)	(0.0127)	(0.00883)	(0.0118)	(0.0116)	(0.0122)	(0.0127)
											
Observations	599,557	599,557	599,557	599,557	599,557	599,557	599,557	599,557	599,557	599,557	599,557
R-squared	0.027	0.053	0.270	0.300	0.304	0.309	0.053	0.270	0.300	0.304	0.309
Robust standard errors in parentheses											
*** p<0.01, ** p<0.05, * p<0.1