From: Migrating out of a crowded labor market: evidence from Egypt
(1) | (2) | (3) | (4) | (5) | |
---|---|---|---|---|---|
OLS | IV | IV | IV | IV, household panel | |
Urban | Rural | Fixed effects | |||
Network | 0.419∗∗∗ | 1.599∗∗∗ | 1.329∗∗∗ | 1.750∗∗∗ | 1.265∗∗ |
(0.130) | (0.378) | (0.509) | (0.528) | (0.620) | |
Wealth | 0.016∗∗∗ | 0.017∗∗∗ | 0.013∗∗ | 0.013 | −0.000 |
(0.003) | (0.006) | (0.005) | (0.011) | (0.010) | |
Wealth2 | 0.004∗ | 0.016∗∗∗ | 0.024∗∗ | 0.012 | 0.006 |
(0.003) | (0.006) | (0.012) | (0.008) | (0.009) | |
Network × wealth | −0.127∗ | −0.377∗∗ | −0.162 | −0.329∗ | −0.129 |
(0.065) | (0.156) | (0.218) | (0.198) | (0.247) | |
Network × wealth2 | −0.183∗∗∗ | −0.563∗∗∗ | −0.830∗∗ | −0.498∗∗∗ | −0.097 |
(0.046) | (0.148) | (0.381) | (0.156) | (0.227) | |
Household size | 0.005∗∗∗ | 0.005∗∗∗ | 0.004∗∗∗ | 0.005∗∗∗ | 0.001 |
(0.001) | (0.001) | (0.001) | (0.002) | (0.002) | |
Share of working-age men | 0.105∗∗∗ | 0.111∗∗∗ | 0.071∗∗∗ | 0.162∗∗∗ | 0.110∗∗∗ |
(0.015) | (0.016) | (0.015) | (0.031) | (0.024) | |
Dependency rate | 0.022∗ | 0.036∗∗∗ | 0.040∗∗∗ | 0.038∗ | 0.032 |
(0.012) | (0.014) | (0.015) | (0.022) | (0.025) | |
Years of schooling, HH. head | 0.000 | 0.000 | 0.000 | 0.001 | −0.001 |
(0.001) | (0.001) | (0.001) | (0.001) | (0.002) | |
Male hh. head | −0.021∗∗∗ | −0.019∗∗∗ | −0.024∗∗∗ | −0.016 | 0.009 |
(0.007) | (0.007) | (0.009) | (0.011) | (0.015) | |
Formal employment | −0.036∗∗ | −0.019 | 0.011 | −0.063∗∗ | 0.017 |
(0.015) | (0.015) | (0.017) | (0.028) | (0.031) | |
Urban household | −0.022∗∗∗ | −0.008 | -0.076 | ||
(0.006) | (0.009) | (0.047) | |||
Year = 2006 | 0.004 | −0.035∗∗ | −0.010 | −0.062∗∗ | −0.034 |
(0.007) | (0.015) | (0.012) | (0.032) | (0.021) | |
First-stage F-stat: network | 26.8 | 14.1 | 22.3 | 25.0 | |
Network × wealth | 32.5 | 23.5 | 38.4 | 165.5 | |
Network × wealth2 | 17.9 | 8.9 | 26.5 | 85.1 | |
Observations | 10,271 | 10,271 | 5927 | 4344 | 10,271 |
Number of hholds | 7286 |