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.