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. 2025 Mar 15;16(1):5–81. doi: 10.1007/s13209-025-00305-0

Table 2.

Arrivals of tourists and COVID-19 deaths by region

(1) (2) (3)
Panel A: OLS
Log population density 0.114 0.234** -0.118
(0.139) (0.111) (0.206)
Log total arrivals (2020) 1.240***
(0.196)
Log domestic arrivals (2020) 1.411***
(0.293)
Log foreign arrivals (2020) 0.767***
(0.075)
Num.Obs 147 146 145
R2 0.543 0.575 0.491
Panel B: IV
Log population density 0.120 0.252** -0.121
(0.134) (0.101) (0.202)
Log total arrivals (2020) 1.282***
(0.190)
Log domestic arrivals (2020) 1.505***
(0.302)
Log foreign arrivals (2020) 0.805***
(0.090)
Num.Obs 145 144 143
R2 0.543 0.574 0.491

*p<0.1, **p<0.05, ***p<0.01. The dependent variable is the log of cumulative deaths by COVID-19. Controls are the log of population density, total, domestic, and foreign arrivals in 2020. The IV regressions instrument the log of arrivals with the log of arrivals in 2018 and 2019