Table 3.
Regression analyses for 2017 aggregate scores and seven explanatory variables
|
Simple linear regression (unadjusted) |
Multiple linear regression (adjusted) |
|||||
|---|---|---|---|---|---|---|
| Effect (95% CI) | R2 | p value | Effect (95% CI) | p value | ||
| Percentage of deaths caused by non-communicable diseases | 0·11 (0·09 to 0·12) | 0·53 | 0·0045 | 0·02 (−0·04 to 0·08) | 0·508 | |
| Risk of premature mortality | –0·18 (−0·28 to −0·09) | 0·09 | 0·0098 | –0·01 (−0·10 to 0·09) | 0·901 | |
| Human capital index | 16·32 (13·84 to 18·80) | 0·54 | <0·0001 | 17·21 (5·84 to 28·59) | 0·003 | |
| Democracy index | 0·71 (0·46 to 0·97) | 0·18 | 0·0039 | –0·12 (−0·47 to 0·23) | 0·502 | |
| Region | ·· | 0·45 | 0·0010 | ·· | ·· | |
| Europe and central Asia | 1 (ref) | ·· | ·· | 1 (ref) | ·· | |
| Latin America and Caribbean | –2·13 (−3·58 to −0·68) | 0·68 | 0·004 | –0·20 (−2·04 to 1·63) | 0·826 | |
| Middle East and north Africa | –0·65 (−2·15 to 0·86) | 0·86 | 0·397 | 0·78 (−1·11 to 2·67) | 0·414 | |
| North America | –0·50 (−3·65 to 2·66) | 2·65 | 0·754 | –1·31 (−4·23 to 1·62) | 0·379 | |
| South Asia | –1·70 (−4·19 to 0·79) | 0·79 | 0·180 | 2·44 (−0·40 to 5·28) | 0·092 | |
| Sub-Saharan Africa | –5·88 (−7·05 to −4·72) | 4·72 | 0·0091 | –0·59 (−3·61 to 2·43) | 0·700 | |
| East Asia and Pacific | –1·71 (−3·21 to −0·2) | 0·20 | 0·027 | –0·03 (−1·76 to 1·70) | 0·973 | |
| Tax burden | ·· | 0·37 | <0·0001 | ·· | ·· | |
| Bottom quartile | 1 (ref) | ·· | ·· | 1 (ref) | ·· | |
| Third quartile | 0·44 (−1·13 to 2) | ·· | 0·584 | 0·80 (−0·64 to 2·24) | 0·271 | |
| Second quartile | 2·73 (1·19 to 4·27) | ·· | 0·001 | 1·69 (−0·14 to 3·52) | 0·070 | |
| Top quartile | 1·84 (0·27 to 3·40) | ·· | 0·022 | 0·27 (−1·74 to 2·28) | 0·790 | |
| Missing data | –3·03 (−4·47 to −1·60) | ·· | 0·0084 | 0·85 (−1·02 to 2·72) | 0·369 | |
| Income group | ·· | 0·41 | <0·0001 | ·· | ·· | |
| Low | 1 (ref) | ·· | ·· | 1 (ref) | ·· | |
| Lower-middle | 1·90 (0·53 to 3·28) | ·· | 0·007 | –0·90 (−2·39 to 0·59) | 0·235 | |
| Upper-middle | 4·43 (3·08 to 5·79) | ·· | <0·0001 | –0·86 (−3·00 to 1·29) | 0·430 | |
| High | 5·83 (4·54 to 7·11) | ·· | <0·0001 | –1·97 (−4·99 to 1·05) | 0·199 | |