Table 2.
Group | N | Mean | Min. Max | Correlation coefficient | R2 | MAE | MSE | RMSE | Absolute errors < 0.05 (%) | Average error | ||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Observed | Predicted | Observed | Predicted | |||||||||||
Panel A—Total score mapping | ||||||||||||||
Total | 1225 | 0.888 | 0.823 | 0.384 | 1 | 0.331 | 0.992 | 0.625 | 0.391 | 0.092 | 0.016 | 0.107 | 40.49 | 0.065 |
0–12 months | 9 | 0.902 | 0.881 | 0.857 | 1 | 0.783 | 0.976 | 0.140 | 0.020 | 0.069 | 0.006 | 0.082 | 33.33 | 0.021 |
13–24 months | 18 | 0.922 | 0.861 | 0.710 | 1 | 0.658 | 0.975 | 0.783 | 0.613 | 0.064 | 0.008 | 0.067 | 61.11 | 0.061 |
2–4 years | 333 | 0.912 | 0.878 | 0.581 | 1 | 0.393 | 0.992 | 0.593 | 0.352 | 0.069 | 0.009 | 0.088 | 49.55 | 0.034 |
5–7 years | 252 | 0.892 | 0.811 | 0.507 | 1 | 0.429 | 0.992 | 0.337 | 0.581 | 0.102 | 0.019 | 0.111 | 36.51 | 0.081 |
8–12 years | 413 | 0.878 | 0.796 | 0.384 | 1 | 0.380 | 0.992 | 0.618 | 0.382 | 0.105 | 0.020 | 0.114 | 35.59 | 0.082 |
13–17 years | 200 | 0.861 | 0.798 | 0.481 | 1 | 0.331 | 0.992 | 0.661 | 0.437 | 0.095 | 0.016 | 0.109 | 39.00 | 0.063 |
Asthma only | 323 | 0.880 | 0.827 | 0.464 | 1 | 0.396 | 0.992 | 0.605 | 0.366 | 0.085 | 0.014 | 0.105 | 42.11 | 0.052 |
Constipation only | 194 | 0.873 | 0.810 | 0.504 | 1 | 0.380 | 0.992 | 0.701 | 0.492 | 0.093 | 0.015 | 0.105 | 37.63 | 0.063 |
Eczema only | 433 | 0.911 | 0.852 | 0.467 | 1 | 0.393 | 0.992 | 0.564 | 0.318 | 0.086 | 0.014 | 0.105 | 45.27 | 0.059 |
Multimorbidity | 275 | 0.872 | 0.783 | 0.384 | 1 | 0.331 | 0.992 | 0.627 | 0.394 | 0.111 | 0.021 | 0.112 | 33.09 | 0.090 |
Panel B—Dimension score mapping | ||||||||||||||
Total | 1198 | 0.887 | 0.873 | 0.384 | 1 | 0.249 | 0.988 | 0.634 | 0.402 | 0.071 | 0.010 | 0.098 | 51.59 | 0.014 |
2–4 years | 333 | 0.912 | 0.953 | 0.581 | 1 | 0.748 | 0.988 | 0.532 | 0.283 | 0.059 | 0.007 | 0.072 | 58.86 | − 0.042 |
5–7 years | 252 | 0.892 | 0.899 | 0.507 | 1 | 0.656 | 0.982 | 0.663 | 0.439 | 0.056 | 0.006 | 0.079 | 61.11 | − 0.007 |
8–12 years | 413 | 0.878 | 0.841 | 0.384 | 1 | 0.339 | 0.975 | 0.693 | 0.480 | 0.073 | 0.010 | 0.092 | 48.91 | 0.037 |
13–17 years | 200 | 0.861 | 0.774 | 0.481 | 1 | 0.249 | 0.956 | 0.721 | 0.520 | 0.106 | 0.019 | 0.107 | 33.00 | 0.086 |
Asthma only | 322 | 0.879 | 0.861 | 0.464 | 1 | 0.339 | 0.988 | 0.687 | 0.472 | 0.067 | 0.008 | 0.089 | 51.55 | 0.018 |
Constipation only | 188 | 0.871 | 0.881 | 0.504 | 1 | 0.249 | 0.988 | 0.671 | 0.450 | 0.070 | 0.010 | 0.099 | 52.66 | − 0.010 |
Eczema only | 415 | 0.911 | 0.905 | 0.467 | 1 | 0.433 | 0.988 | 0.535 | 0.286 | 0.065 | 0.008 | 0.092 | 57.59 | 0.007 |
Multimorbidity | 273 | 0.872 | 0.835 | 0.384 | 1 | 0.339 | 0.987 | 0.626 | 0.392 | 0.085 | 0.013 | 0.110 | 41.76 | 0.037 |
Panel C—Item-level mapping | ||||||||||||||
Total | 842 | 0.877 | 0.809 | 0.384 | 1 | 0.372 | 1 | 0.616 | 0.379 | 0.098 | 0.017 | 0.112 | 37.05 | 0.069 |
5–7 years | 245 | 0.891 | 0.813 | 0.507 | 1 | 0.410 | 1 | 0.535 | 0.286 | 0.104 | 0.020 | 0.119 | 37.96 | 0.078 |
8–12 years | 404 | 0.878 | 0.807 | 0.384 | 1 | 0.434 | 1 | 0.642 | 0.412 | 0.098 | 0.017 | 0.110 | 35.64 | 0.071 |
13–17 years | 193 | 0.860 | 0.807 | 0.481 | 1 | 0.372 | 1 | 0.660 | 0.436 | 0.089 | 0.014 | 0.107 | 38.86 | 0.052 |
Asthma only | 275 | 0.874 | 0.832 | 0.464 | 1 | 0.464 | 1 | 0.590 | 0.348 | 0.084 | 0.013 | 0.108 | 42.55 | 0.043 |
Constipation only | 95 | 0.844 | 0.777 | 0.504 | 1 | 0.380 | 1 | 0.731 | 0.535 | 0.097 | 0.015 | 0.103 | 31.58 | 0.066 |
Eczema only | 249 | 0.907 | 0.827 | 0.467 | 1 | 0.481 | 1 | 0.533 | 0.284 | 0.101 | 0.020 | 0.116 | 38.96 | 0.080 |
Multimorbidity | 223 | 0.863 | 0.774 | 0.384 | 1 | 0.372 | 1 | 0.652 | 0.425 | 0.111 | 0.021 | 0.113 | 30.49 | 0.089 |