Table 1 Regression results for the effects of climate conditions on water collection time
From: Climate change to exacerbate the burden of water collection on women’s welfare globally
Dependent variable | Daily water collection time (min) | |||||
|---|---|---|---|---|---|---|
Model | (1) | (2) | (3) | (4) | (5) | (6) |
Variables | ||||||
Temperature (∘C) | 3.834*** | 4.065*** | 1.343 | 4.824 | 1.971 | 3.744** |
(1.441) | (1.520) | (6.233) | (4.141) | (2.247) | (1.502) | |
Precipitation (mm) | −0.2923*** | −0.0976** | −0.2919*** | −0.1046* | −0.302** | −0.1007** |
(0.0832) | (0.0382) | (0.0828) | (0.0416) | (0.0534) | (0.111) | |
Employment (%) | −0.0446 | |||||
(0.0357) | ||||||
Mean years of education | −0.8300** | |||||
(0.4197) | ||||||
Education × precipitation | 0.001 | |||||
(0.0092) | ||||||
Education × temperature | −0.145 | |||||
(0.8823) | ||||||
Employment × precipitation | 0.004* | |||||
(0.002) | ||||||
Employment × temperature | −0.0446 | |||||
(0.0507) | ||||||
Precipitation × precipitation | 0.0005*** | 0.0005*** | ||||
(0.0002) | (0.0002) | |||||
Temperature × temperature | 0.0567 | |||||
(0.1365) | ||||||
Fixed effects | ||||||
Region | Yes | Yes | Yes | Yes | Yes | Yes |
Year | Yes | Yes | Yes | Yes | Yes | Yes |
Fit statistics | ||||||
Observations | 1,355 | 1,355 | 1,355 | 1,298 | 1,298 | 1,355 |
R2 | 0.76847 | 0.76733 | 0.76850 | 0.76875 | 0.76329 | 0.76340 |
Within R2 | 0.01592 | 0.01106 | 0.01606 | 0.01710 | 0.01574 | 0.01618 |
