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. 2022 May 30;93:104569. doi: 10.1016/j.tourman.2022.104569

Table 1.

Multilevel logistic model results of vulnerability in 2020.

(1) (2) (3) (4) (5) (6)
VARIABLES Barcelona 2020 Beijing 2020 London 2020 Milan 2020 New York 2020 Paris 2020
#Listing Per Host 0.039* −0.084 0.014 0.264*** 0.255*** 0.218***
(0.019) (0.062) (0.015) (0.019) (0.021) (0.013)
Hotels (ref. Entire Apart.) 0.132 −0.064 −0.353* 0.414 0.334* 0.404***
(0.151) (0.154) (0.185) (0.302) (0.180) (0.101)
Private Rooms −0.868*** −0.631*** −0.781*** −0.692*** −0.457***
(0.060) (0.040) (0.090) (0.040) (0.056)
Shared Rooms −1.574*** −1.209*** −0.405 −1.144*** −1.432***
(0.470) (0.313) (0.318) (0.148) (0.285)
# Reviews 0.352*** 0.360 *** 0.393*** 0.426*** 0.328*** 0.444***
(0.018) (0.054) (0.014) (0.020) (0.013) (0.012)
Minimum Nights −0.089*** −0.845** −0.258*** −0.368*** −0.118*** −0.260***
(0.032) (0.419) (0.023) (0.060) (0.023) (0.025)
Distance to Center 0.086 0.794 *** 0.225*** 0.213*** 0.245*** 0.062**
(0.070) (0.201) (0.031) (0.056) (0.056) (0.031)
Distance to Hotels −0.015 0.700*** −0.025 0.063 0.113*** 0.008
(0.034) (0.111) (0.023) (0.050) (0.036) (0.021)
Distance to Touristic Attractions −0.071* 0.231*** −0.018 −0.085** 0.108*** 0.036*
(0.040) (0.066) (0.024) (0.33) (0.027) (0.023)
var ([neighbourhood]) 0.028 1.152 0.089 0.000 0.211 0.004
(0.015) (0.521) (0.028) (0.000) (0.043) (0.002)
Constant −2.411*** −13.780*** −4.522*** −4.199*** −4.880*** −3.227***
(0.522) (2.000) (0.405) (0.421) (0.524) (0.285)
Observations 11,412 13,459 36,041 9,500 23,360 26,297
Number of groups 68 16 33 85 216 20

Legend: The regression outputs summarise the factors that influence the probability of survival in the Airbnb platform from January 2020 until the month of August 2020 for six major cities. Standard errors are in parentheses.