Table 7 Mechanism testing results: propensity score matching method.
From: Are female students less satisfied with doctoral candidacy experiences? Evidence from 108 countries
Variable | Matching method | Treated | Control | ATT | S.E. | t |
|---|---|---|---|---|---|---|
GD | Unmatched | 0.144 | 0.022 | 0.122 | 0.007 | 16.76 |
Caliper matching (caliper = 0.01) | 0.144 | 0.025 | 0.119 | 0.007 | 15.94 | |
Nearest neighbour matching (n = 4) | 0.144 | 0.024 | 0.120 | 0.008 | 15.64 | |
Kernel matching | 0.144 | 0.025 | 0.119 | 0.007 | 16.02 | |
SH | Unmatched | 0.060 | 0.005 | 0.055 | 0.005 | 11.62 |
Caliper matching (caliper = 0.01) | 0.059 | 0.005 | 0.054 | 0.005 | 11.47 | |
Nearest neighbour matching (n = 4) | 0.060 | 0.005 | 0.055 | 0.005 | 11.16 | |
Kernel matching | 0.060 | 0.005 | 0.054 | 0.005 | 11.52 | |
WLB | Unmatched | 3.825 | 3.986 | −0.161 | 0.046 | −3.54 |
Caliper matching (caliper = 0.01) | 3.822 | 3.933 | −0.111 | 0.049 | −2.23 | |
Nearest neighbour matching (n = 4) | 3.824 | 3.927 | −0.103 | 0.049 | −2.12 | |
Kernel matching | 3.872 | 3.916 | −0.439 | 0.048 | −0.91 |
