I have the results of oaxaca blinder decomposition like this.
Code:
Blinder-Oaxaca decomposition Number of obs = 6,810
Model = linear
Group 1: mental = 0 N of obs 1 = 3872
Group 2: mental = 1 N of obs 2 = 2938
--------------------------------------------------------------------------------
lwage_m1 | Coef. Std. Err. z P>|z| [95% Conf. Interval]
---------------+----------------------------------------------------------------
overall |
group_1 | 14.81284 .2203266 67.23 0.000 14.381 15.24467
group_2 | 14.68194 .2084602 70.43 0.000 14.27337 15.09052
difference | .1308951 .3033141 0.43 0.666 -.4635897 .7253799
explained | .0182514 .0155813 1.17 0.241 -.0122874 .0487902
unexplained | .1126437 .2983131 0.38 0.706 -.4720392 .6973266Code:
oaxaca lwage_m1 usia married female yeduc agriculture mining manufactur utility construction wholesaledist transport finance_estate social other_sector urban training if mental | n_dsbld, by (mental) model1 (heckman, select (worker = usia yeduc female married child0_5 child6_11 child12_15 child16 krt urban) twostep) model2 (heckman, select (worker=usia yeduc female married child0_5 child6_11 child12_15 child16 krt urban) twostep) weight (0) noisily relax
mental is a dummy variable whose value is equal to 1 if you have a mental illness
n_dsbld = 1 if dummy variable mental !=1 & dummy variable physical disabilities!=1
The differences, unexplained and explained components are not significant. What do I have to do?
Thanks in advance!
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