Table 5 Spatial spillover effect.

From: Smart city construction empowers tourism: mechanism analysis and spatial spillover effects

 

Tourism revenue

Tourist arrivals

 

Geographic distance matrix

Economic distance matrix

Geo-economic nested matrix

Geographic distance matrix

Economic distance matrix

Geo-economic nested matrix

Smart City

0.225** (0.088)

0.210** (0.089)

0.216** (0.094)

0.155*** (0.052)

0.159*** (0.051)

0.162*** (0.050)

W*SmartCity

0.311*** (0.097)

0.304*** (0.056)

0.284*** (0.075)

0.327*** (0.113)

0.146*** (0.039)

0.183*** (0.046)

ρ

0.460*** (0.007)

0.448*** (0.074)

0.283*** (0.071)

0.547*** (0.040)

0.365*** (0.028)

0.626*** (0.049)

Direct effect

0.231** (0.092)

0.228** (0.093)

0.240** (0.109)

0.163*** (0.049)

0.163*** (0.048)

0.169*** (0.058)

Indirect effect

0.439*** (0.098)

0.690*** (0.177)

0.737*** (0.174)

0.765*** (0.130)

0.448*** (0.096)

0.637*** (0.127)

Total effect

0.670*** (0.112)

0.917*** (0.185)

0.977*** (0.193)

0.929*** (0.137)

0.611*** (0.102)

0.806*** (0.139)

Control variables

Yes

Yes

Yes

Yes

Yes

Yes

City fixed effect

Yes

Yes

Yes

Yes

Yes

Yes

Year fixed effect

Yes

Yes

Yes

Yes

Yes

Yes

N

5643

5643

5643

5643

5643

5643

R2

0.596

0.628

0.613

0.444

0.437

0.519

  1. Note: *** and ** denote significant at 1 and 5% level, respectively; robust standard errors at the city level are presented in parentheses.