Table 4 Results from the modified...

Table 4

Results from the modified quantile regression instrumental variable two-stage-least squares

Variables	Quantile	Urban regions (n = 2,103)		Peri-urban regions (n = 745)		Rural regions (n = 539)
Variables	Quantile	Coef	SD	Coef	SD	Coef	SD
Secondary	q25	0.955	1.012	0.47	1.12	3.59	2.394
	q50	1.429*	0.63	0.964	0.677	2.836	1.637
	q75	2.841***	0.645	1.82*	0.858	2.369	2.212
	q90	3.585***	0.967	0.847	1.321	3.048	2.743
Tertiary	q25	1.557	0.971	1.436	1.718	6.518	3.439
	q50	0.485	0.861	0.468	1.175	4.946*	2.022
	q75	−1.39*	0.681	−1.89	1.57	3.631	2.132
	q90	−2.675*	1.26	−1.139	2.588	−1.071	3.098
Age	q25	0.006	0.007	0.018	0.009	−0.007	0.02
	q50	0.015**	0.005	0.029***	0.006	0.01	0.014
	q75	0.028***	0.005	0.036***	0.006	0.02	0.016
	q90	0.044***	0.006	0.033**	0.011	0.034	0.023
Experience	q25	0.052	0.027	0.026	0.041	−0.082	0.072
	q50	0.07***	0.016	0.038	0.035	−0.047	0.047
	q75	0.121***	0.017	0.106***	0.031	−0.039	0.055
	q90	0.16***	0.03	0.07	0.053	0.067	0.083
Gender dummy	q25	−0.084	0.166	0.253	0.273	0.55	0.537
	q50	−0.044	0.132	0.198	0.18	0.462	0.313
	q75	−0.227	0.127	−0.144	0.245	0.273	0.362
	q90	−0.459*	0.178	0.161	0.467	−0.639	0.509

Variables	Quantile	Urban regions (n = 2,103)		Peri-urban regions (n = 745)		Rural regions (n = 539)
Variables	Quantile	Coef	SD	Coef	SD	Coef	SD
Secondary	q25	0.955	1.012	0.47	1.12	3.59	2.394
	q50	1.429*	0.63	0.964	0.677	2.836	1.637
	q75	2.841***	0.645	1.82*	0.858	2.369	2.212
	q90	3.585***	0.967	0.847	1.321	3.048	2.743
Tertiary	q25	1.557	0.971	1.436	1.718	6.518	3.439
	q50	0.485	0.861	0.468	1.175	4.946*	2.022
	q75	−1.39*	0.681	−1.89	1.57	3.631	2.132
	q90	−2.675*	1.26	−1.139	2.588	−1.071	3.098
Age	q25	0.006	0.007	0.018	0.009	−0.007	0.02
	q50	0.015**	0.005	0.029***	0.006	0.01	0.014
	q75	0.028***	0.005	0.036***	0.006	0.02	0.016
	q90	0.044***	0.006	0.033**	0.011	0.034	0.023
Experience	q25	0.052	0.027	0.026	0.041	−0.082	0.072
	q50	0.07***	0.016	0.038	0.035	−0.047	0.047
	q75	0.121***	0.017	0.106***	0.031	−0.039	0.055
	q90	0.16***	0.03	0.07	0.053	0.067	0.083
Gender dummy	q25	−0.084	0.166	0.253	0.273	0.55	0.537
	q50	−0.044	0.132	0.198	0.18	0.462	0.313
	q75	−0.227	0.127	−0.144	0.245	0.273	0.362
	q90	−0.459*	0.178	0.161	0.467	−0.639	0.509

Source(s): Authors’ own work

Sharing Unavailable