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. Author manuscript; available in PMC: 2020 Jul 10.
Published in final edited form as: Hum Resour Dev Q. 2019 Mar 4;30(3):407–435. doi: 10.1002/hrdq.21343

TABLE 6.

The wage effects of horizontal mismatch by diversity category

Dependent Variable: Log annual wage White Male Model 1 White Female Model 2 Nonwhite Male Model 3 Nonwhite Female Model 4
Mismatch
 Somewhat related (Ref: Closely related) −0.034 0.003 −0.040 −0.030
(0.031) (0.032) (0.040) (0.032)
 Not related −0.209*** −0.173*** −0.197*** −0.216***
(0.033) (0.035) (0.042) (0.034)
Degree field
Political and related sciences (Ref: Economics) −0.091** −0.045 −0.106* −0.043
(0.035) (0.054) (0.046) (0.048)
 Psychology −0.274*** −0.284*** −0.226*** −0.177***
(0.035) (0.046) (0.045) (0.043)
 Sociology and anthropology −0.307*** −0.309*** −0.212*** −0.229***
(0.041) (0.052) (0.050) (0.048)
 Other social sciences − 0.244*** −0.229*** −0.225*** −0.237***
(0.042) (0.056) (0.058) (0.053)
Race: Asian (Ref: Black) 0.149** 0.187***
(0.046) (0.038)
 Hispanic 0.130** 0.050
(0.043) (0.034)
 Other 0.109 0.048
(0.056) (0.045)
Degree: Master (Ref: Bachelor) 0.083** 0.129*** 0.048 0.162***
(0.029) (0.028) (0.039) (0.030)
 Doctorate 0.455*** 0.413*** 0.435*** 0.284*
(0.087) (0.093) (0.116) (0.120)
 Professional 0.206 0.514*** 0.239 0.502***
(0.124) (0.100) (0.203) (0.125)
Supervisor 0.245*** 0.261*** 0.294*** 0.210***
(0.025) (0.027) (0.033) (0.028)
Training 0.063* 0.145*** 0.192*** 0.130***
(0.025) (0.027) (0.033) (0.027)
(0.036) (0.035) (0.045) (0.035)
Constant 7.871*** 7.802*** 7.527*** 7.990***
(0.168) (0.177) (0.224) (0.187)
Observations 3,191 3,946 2,008 3,333
AdjR2 0.4265 0.4089 0.4328 0.4117

Note. Data 2013 National Survey of College Graduates.

SEs in parentheses:

***

p < 0.001

**

p < 0.01, and

*

p < 0.05.

All analyses include controls for age, marriage, children, full time status, work duration, employer size, employer type, and employer location.