From: Is the lack of smartphone data skewing wealth indices in low-income settings?
Outcome | Quintile | Base | LCI | UCI | Full | LCI | UCI | chi2 | Prob > chi2 |
---|---|---|---|---|---|---|---|---|---|
PCA wealth index | |||||||||
Expenditures | 1 | - | - | - | - | - | - | - | - |
2 | 0.61** | 0.47 | 0.75 | 0.64** | 0.51 | 0.78 | 0.43 | 0.51 | |
3 | 0.87** | 0.74 | 1.00 | 0.85** | 0.72 | 0.98 | 0.16 | 0.69 | |
4 | 1.06** | 0.93 | 1.19 | 1.12** | 1.00 | 1.25 | 1.70 | 0.19 | |
5 | 1.26** | 1.13 | 1.40 | 1.55** | 1.42 | 1.68 | 43.57** | 0.00 | |
Education | 1 | - | - | - | - | - | - | - | - |
2 | 0.13** | 0.04 | 0.21 | 0.04 | -0.02 | 0.10 | 4.98* | 0.03 | |
3 | 0.26** | 0.15 | 0.37 | 0.08* | 0.01 | 0.15 | 11.38** | 0.00 | |
4 | 0.17** | 0.08 | 0.26 | 0.14** | 0.06 | 0.23 | 0.26 | 0.61 | |
5 | 0.11* | 0.02 | 0.19 | 0.57** | 0.44 | 0.70 | 68.76** | 0.00 | |
Diabetes | 1 | - | - | - | - | - | - | - | - |
2 | 1.37 | 0.81 | 2.31 | 1.78* | 1.05 | 3.01 | 1.91 | 0.17 | |
3 | 1.53 | 0.92 | 2.54 | 1.26 | 0.72 | 2.20 | 1.00 | 0.32 | |
4 | 1.52 | 0.91 | 2.54 | 1.30 | 0.75 | 2.27 | 0.56 | 0.45 | |
5 | 1.97** | 1.21 | 3.21 | 3.15** | 1.93 | 5.13 | 10.54** | 0.00 | |
Frailty | 1 | 2.44** | 1.61 | 3.69 | 2.30** | 1.53 | 3.47 | 0.23 | 0.63 |
2 | 1.21 | 0.76 | 1.92 | 0.90 | 0.56 | 1.46 | 2.90 | 0.09 | |
3 | 0.65 | 0.38 | 1.10 | 0.99 | 0.62 | 1.58 | 2.92 | 0.09 | |
4 | 0.93 | 0.57 | 1.51 | 0.66 | 0.39 | 1.11 | 1.49 | 0.22 | |
5 | - | - | - | - | - | - | - | - | |
Polychoric PCA wealth index | |||||||||
Expenditure | 1 | - | - | - | - | - | - | - | - |
2 | 0.65** | 0.52 | 0.78 | 0.66** | 0.53 | 0.80 | 0.09 | 0.77 | |
3 | 0.98** | 0.85 | 1.11 | 0.92** | 0.79 | 1.05 | 2.67 | 0.10 | |
4 | 1.13** | 1.00 | 1.27 | 1.21** | 1.08 | 1.33 | 3.47 | 0.06 | |
5 | 1.66** | 1.53 | 1.79 | 1.64** | 1.51 | 1.78 | 0.21 | 0.65 | |
Education | 1 | - | - | - | - | - | - | - | - |
2 | 0.04 | − 0.06 | 0.15 | 0.04 | − 0.07 | 0.14 | 0.14 | 0.71 | |
3 | 0.08 | − 0.02 | 0.19 | 0.06 | − 0.05 | 0.16 | 2.20 | 0.14 | |
4 | 0.09 | − 0.02 | 0.19 | 0.10 | − 0.01 | 0.20 | 0.19 | 0.67 | |
5 | 0.79** | 0.69 | 0.89 | 0.79 | 0.69** | 0.89 | 0.00 | 0.99 | |
Diabetes | 1 | - | - | - | - | - | - | - | - |
2 | 1.30 | 0.75 | 2.25 | 1.03 | 0.59 | 1.79 | 0.88 | 0.35 | |
3 | 1.20 | 0.69 | 2.09 | 1.23 | 0.72 | 2.09 | 0.02 | 0.89 | |
4 | 1.52 | 0.90 | 2.59 | 1.27 | 0.75 | 2.15 | 1.15 | 0.28 | |
5 | 3.16** | 1.96 | 5.11 | 3.01** | 1.89 | 4.79 | 0.14 | 0.71 | |
Frailty | 1 | 1.77** | 1.17 | 2.68 | 1.70* | 1.12 | 2.57 | 0.41 | 0.52 |
2 | 1.25 | 0.81 | 1.94 | 1.21 | 0.78 | 1.87 | 0.15 | 0.70 | |
3 | 0.65 | 0.39 | 1.08 | 0.68 | 0.42 | 1.12 | 0.09 | 0.76 | |
4 | 0.79 | 0.49 | 1.28 | 0.71 | 0.44 | 1.16 | 0.71 | 0.40 | |
5 | - | - | - | - | - | - | - | - |