Table 2.
Multilevel logistic model results of vulnerability in 2021.
| (1) | (2) | (3) | (4) | (5) | (6) | |
|---|---|---|---|---|---|---|
| VARIABLES | Barcelona 2021 | Beijing 2021 | London 2021 | Milan 2021 | New York 2021 | Paris 2021 |
| #Listing Per Host | −0.156*** | 0.057** | 0.012 | 0.057** | 0.126*** | 0.110*** |
| (0.031) | (0.025) | (0.017) | (0.024) | (0.023) | (0.014) | |
| Hotels (ref. Entire Apt.) | −0.151 | −0.325 | −1.394** | −1.314*** | −0.199 | |
| (0.313) | (0.268) | (0.626) | (0.265) | (0.135) | ||
| Private Rooms | −0.715*** | −0.211*** | −0.138*** | −0.476*** | −0.736*** | −0.020 |
| (0.097) | (0.065) | (0.050) | (0.124) | (0.053) | (0.078) | |
| Shared Rooms | −2.156** | 0.077 | −0.762* | −0.722 | −0.874*** | −0.502 |
| (1.049) | (0.176) | (0.408) | (0.497) | (0.192) | (0.335) | |
| # Reviews | 0.281*** | 0.217*** | 0.072*** | 0.318*** | 0.410*** | 0.439*** |
| (0.047) | (0.031) | (0.026) | (0.038) | (0.026) | (0.026) | |
| Minimum Nights | −0.248*** | −0.351*** | −0.193*** | −0.182*** | −0.362*** | −0.126*** |
| (0.046) | (0.068) | (0.030) | (0.059) | (0.019) | (0.030) | |
| Distance to Center | 0.043 | 1.284*** | 0.107 | −0.108* | 0.027 | −0.110 |
| (0.078) | (0.399) | (0.070) | (0.058) | (0.064) | (0.070) | |
| Distance to Hotels | −0.125*** | −0.009 | −0.193*** | −0.059 | −0.160** | −0.052* |
| (0.046) | (0.032) | (0.066) | (0.044) | (0.068) | (0.027) | |
| Distance to Touristic Attractions | −0.379*** | 0.061* | 0.152** | −0.255*** | 0.302*** | −0.038 |
| (0.101) | (0.037) | (0.068) | (0.044) | (0.071) | (0.031) | |
| var (_cons [neighbourhood]) | 0.028 | 0.251 | 0.037 | 0.000 | 0.116 | 0.071 |
| 0.028 | (0.101) | (0.019) | (0.000) | (0.029) | (0.027) | |
| Constant | 1.978** | −15.386*** | −2.122*** | 1.510*** | −0.132 | −0.005 |
| (0.856) | (4.062) | (0.656) | (0.448) | (0.537) | (0.556) | |
| Observations | 3,381 | 7,872 | 13,082 | 3,738 | 9,039 | 11,799 |
| Number of groups | 66 | 16 | 33 | 79 | 208 | 20 |