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. 2024 Sep 19;14:21885. doi: 10.1038/s41598-024-72611-9

Table 3.

Direct and indirect effects of connectivity on different sectors based on SDM.

Ln(CCOE) ln(Man)
(1) (2)
Direct effect
 ln(WDC) − 0.073** (0.033) 0.000 (0.012)
 ln(Pop) 2.892** (1.340) 0.677** (0.336)
 ln(PGDP) 3.333*** (1.242) 1.241*** (0.252)
 ln(ST) 0.450*** (0.129) 0.099*** (0.028)
 ln(HPV) 0.161 (0.099) 0.076** (0.038)
 Airport 0.137 (0.183) 0.009 (0.049)
 ln(Ter) − 1.451 (1.070) − 0.207 (0.250)
Indirect effect
 ln(WDC) 0.094 (0.087) − 0.026 (0.021)
 ln(Pop) 1.955 (2.038) 1.046* (0.563)
 ln(PGDP) 1.082 (1.581) 1.123*** (0.355)
 ln(ST) − 0.518*** (0.158) − 0.077* (0.042)
 ln(HPV) − 0.180 (0.218) − 0.094* (0.053)
 Airport − 0.534 (1.250) 0.527* (0.306)
 ln(Ter) − 0.844 (1.502) − 0.885*** (0.325)
 Spatial rho 0.419*** (0.099) 0.258** (0.114)
City-fixed effect Yes Yes
Obs 240 240
R-squared 0.815 0.890

*p < 0.10, **p < 0.05, ***p < 0.01; the values in parentheses are standard errors.