Table 3B.
First stage regression results: Reduced model with r = 250 m/500 m/750 m/1000 m [Model 2].
Spec. 1 |
Spec. 2 |
Spec. 3 |
Spec. 4 |
|
---|---|---|---|---|
r = 250m | r = 500m | r = 750m | r = 1000m | |
ln COVID-19 Stringency Index (g,t)*POST63 | −0.133*** | −0.146*** | −0.154*** | −0.155*** |
(0.004) | (0.004) | (0.004) | (0.004) | |
ln Average Market Price (i,r,t) | 0.434*** | 0.615*** | 0.714*** | 0.790*** |
(0.002) | (0.002) | (0.002) | (0.003) | |
ln RGDP (g,t) | 1.982*** | 2.085*** | 2.010*** | 1.969*** |
(0.017) | (0.018) | (0.019) | (0.019) | |
ln CPI(g,t) | −0.784*** | −0.851*** | −0.752*** | −0.747*** |
(0.068) | (0.071) | (0.071) | (0.071) | |
ln Experience (i,t) | −0.012*** | −0.015*** | −0.016*** | −0.016*** |
(0.001) | (0.001) | (0.001) | (0.001) | |
Constant | −14.640*** | −15.585*** | −15.383*** | −15.109*** |
(0.286) | (0.294) | (0.293) | (0.292) | |
Time Fixed Effects | Yes | Yes | Yes | Yes |
Individual Fixed Effects | Yes | Yes | Yes | Yes |
Number of Observations | 2,205,346 | 2,205,346 | 2,205,346 | 2,205,346 |
Robust Standard Errors | Yes | Yes | Yes | Yes |
F | 13,851.453 | 19,098.485 | 21,018.121 | 22,850.216 |
R2 Adjusted | 0.975 | 0.983 | 0.986 | 0.988 |
R2 Within | 0.055 | 0.076 | 0.087 | 0.097 |
R2 Within Adjusted | 0.055 | 0.076 | 0.087 | 0.097 |
AIC | −495,716.920 | −317,481.635 | −263,401.673 | −240,072.580 |
BIC | −495,641.282 | −317,405.997 | −263,326.035 | −239,996.941 |
Notes: a) Subscripts: i = Property, t = Time (Year-Week), g = Country, 250 m/500 m/750 m/1000 m = Radius r defining the relevant market. Individual Fixed Effects stands for property-level (i) fixed effects included in the model. b) Dependent variable = ln Local Airbnb Demand(i,r,t). c) Estimates were generated by the means of Stata 17 (command reghdfe). d) ***p < 0.001, **p < 0.01, *p < 0.5, + p < 0.1.