Table 3.
Multilevel, mixed-effects tobit regression models of household water insecurity scores using three measures of household water expenditures and controlling for selected household characteristics (n = 3655).
Model 1 | Model 2 | Model 3 | ||||
---|---|---|---|---|---|---|
β | SE | β | SE | β | SE | |
Fixed effects | ||||||
Water expenditures measure | ||||||
Absolute USD Z-score | 0.88*** | 0.18 | – | – | – | – |
% income | – | – | 0.13*** | 0.02 | – | – |
% income Z-score | – | – | – | – | 1.70*** | 0.18 |
Household characteristic | ||||||
Age | −0.02 | 0.01 | −0.02* | 0.01 | −0.02* | 0.01 |
Gender | 0.54 | 0.27 | 0.44 | 0.27 | 0.43 | 0.27 |
Number of children | 0.29*** | 0.07 | 0.27*** | 0.07 | 0.28*** | 0.07 |
Amount of stored drinking water (in 100 s liters) | −0.00 | 0.00 | −0.00 | 0.00 | −0.00 | 0.00 |
Total water storage (in 100 s liters) | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
Primary water source is purchased/vended | −0.13 | 0.38 | 0.03 | 0.37 | −0.06 | 0.37 |
Rural context | 2.45** | 0.71 | 2.16** | 0.71 | 2.09** | 0.71 |
Random effects | ||||||
Cluster | 15.25 | 4.17 | 14.95 | 4.09 | 14.54 | 4.00 |
Site | 29.68 | 12.44 | 26.74 | 11.49 | 30.23 | 12.42 |
Model diagnostics (log likelihood) | −9675.06 | −9653.53 | −9645.80 |
Note:
= P < 0.05.
= P < 0.01.
= P < 0.001.