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Table 8 Macedonia: Coefficients and asymptotic standard errors for the multinomial logit model of occupational attainment

From: Occupational segregation and gender differentials in earnings in Macedonia

  Occupation
  Managers Professionals Technicians and associate professionals Clerks Service and sales workers Craft and related trade Plant and machine operators
A. Entire sample        
Constant -21.1246 -20.8515 -11.2797 -9.9732 -1.1533 -1.7064 -3.6846
(1.9546)*** (1.2275)*** (0.9526)*** (0.9362)*** (0.6828)* (0.6660)** (0.8171)***
Education, in years 1.3177 1.6071 0.9571 0.7317 0.3465 0.1757 0.2689
(0.0526)*** (0.0437)*** (0.0373)*** (0.0344)*** (0.0248)*** (0.0204)*** (0.0250)***
Age 0.1132 -0.0472 -0.0298 0.0397 -0.1076 0.0382 0.0661
(0.0866) (0.0565) (0.0457) (0.0451) (0.0347)*** (0.0337) (0.0412)
Age-squared -0.0002 0.0014 0.0009 0.0002 0.0013 -0.0005 -0.0007
(0.0010) (0.0007)** (0.0006) (0.0006) (0.0004)*** (0.0004) (0.0005)
Ethnic affiliation dummiesa        
 Albanian -0.2327 1.3643 -0.0988 0.2048 0.1619 -0.2814 -0.8034
(0.4821) (0.2936)*** (0.2983) (0.2720) (0.2022) (0.1899) (0.2393)***
 Other minorities 0.5125 0.3807 -0.1400 -0.0777 -0.0568 -0.3334 -0.1627
(0.3941) (0.3468) (0.2946) (0.2820) (0.2222) (0.2024)* (0.2283)
Family structure dummiesb        
 Married with child upto 5 years 0.4598 0.5224 0.3574 0.2481 0.3012 0.3683 0.4530
(0.2566)* (0.1959)*** (0.1683)** (0.1689) (0.1431)** (0.1342)*** (0.1497)***
 Married with child of 6–14 years 0.3711 0.0026 0.0379 -0.1324 0.1584 0.2109 0.1121
(0.2140)* (0.1694) (0.1455) (0.1435) (0.1252) (0.1152)* (0.1321)
Head of household dummy 0.1207 0.1021 0.2075 -0.0131 0.1227 0.2188 0.1592
(0.2616) (0.2165) (0.1851) (0.1835) (0.1608) (0.1483) (0.1635)
Female dummy -0.5787 0.8703 0.3625 0.5412 0.0692 -0.1457 -1.5635
(0.2611)** (0.1920)*** (0.1634)** (0.1612)*** (0.1408) (0.1339) (0.1713)***
Log likelihood = -8770.197; Chi-squared = 4012.852; N = 5436; d.f. = 63.     
B. Men        
Constant -20.5173 -19.9835 -11.6217 -9.7774 -1.8815 -3.4966 -4.9669
(2.2980)*** (1.6425)*** (1.2704)*** (1.2676)*** (0.8894)** (0.8646)*** (0.9612)***
Education, in years 1.1404 1.4393 0.8962 0.5751 0.3390 0.1699 0.2437
(0.0589)*** (0.0544)*** (0.0458)*** (0.0426)*** (0.0311)*** (0.0248)*** (0.0279)***
Age 0.1896 0.0239 0.0155 0.1346 -0.0700 0.1171 0.1391
(0.1015)* (0.0753) (0.0615) (0.0622)** (0.0464) (0.0443)*** (0.0490)***
Age-squared -0.0010 0.0007 0.0005 -0.0009 0.0010 -0.0011 -0.0014
(0.0011) (0.0009) (0.0007) (0.0008) (0.0006)* (0.0005)** (0.0006)**
Ethnic affiliation dummiesa        
 Albanian -0.5827 1.0844 -0.6520 0.1014 0.1401 -0.1685 -0.7920
(0.5230) (0.3259)*** (0.3636)* (0.2936) (0.2177) (0.2012) (0.2458)***
 Other minorities 0.1717 0.1772 -0.4237 -0.2166 -0.2220 -0.1423 -0.2601
(0.4547) (0.4238) (0.3664) (0.3440) (0.2719) (0.2360) (0.2571)
Family structure dummiesb        
 Married with child upto 5 years 0.5094 0.3824 0.4541 0.0917 0.2716 0.3829 0.4372
(0.2884)* (0.2491) (0.2079)** (0.2167) (0.1747) (0.1614)** (0.1709)**
 Married with child of 6–14 years 0.1438 -0.1916 0.0017 -0.3954 -0.0152 -0.1287 -0.1219
(0.2536) (0.2277) (0.1930) (0.1956)** (0.1642) (0.1480) (0.1574)
Head of household dummy -0.1376 -0.1910 -0.0534 -0.3189 -0.0136 -0.0238 -0.0423
(0.2905) (0.2598) (0.2222) (0.2212) (0.1922) (0.1753) (0.1847)
Log likelihood = -5504.404; Chi-squared = 1939.604; N = 3305; d.f. = 56.     
  1. aThe omitted category is ethnic Macedonian.
  2. bThe omitted category is married persons with no children and unmarried persons.
  3. ***Significant at the 1 percent level, using a two-tailed test; **significant at the 5 percent level; *significant at the 10 percent level.