Table 3.
Item imputation | Aggregate imputation | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Relative bias from true incremental cost | Relative bias from true incremental effects | Sampling coverage probability | Relative bias from true incremental cost | Relative bias from true incremental effects | Sampling coverage probability | |||||
Mean (%) | Rangea (%) | Mean (%) | Rangea (%) | Mean | Mean (%) | Rangea (%) | Mean (%) | Rangea (%) | Mean | |
Missing completely at random (MCAR) | ||||||||||
10% | − 0.4 | − 12−11 | − 0.8 | − 15−13 | 0.826 | − 0.2 | − 39−32 | 0.7 | − 37−39 | 0.817 |
20% | − 0.7 | − 18−15 | − 1.6 | − 21−17 | 0.824 | − 0.6 | − 52−39 | − 0.7 | − 47−47 | 0.800 |
40% | − 0.4 | − 29−23 | − 4.6 | − 31−21 | 0.819 | − 0.2 | − 69−67 | − 1.6 | − 67–66 | 0.779 |
Missing at random (MAR) | ||||||||||
10% | − 0.6 | − 13−11 | − 2.1 | − 13−11 | 0.828 | − 1.2 | − 41−39 | 0.8 | − 32−35 | 0.818 |
20% | − 0.7 | − 21−19 | − 2.1 | − 19−13 | 0.826 | − 2.4 | − 45−42 | 3.8 | − 39−44 | 0.812 |
40% | − 1.4 | − 29−25 | − 1.9 | − 25−24 | 0.824 | − 1.9 | − 76−67 | 10.1 | − 56−83 | 0.775 |
Missing not at random (MNAR) | ||||||||||
10% | − 0.7 | − 15−16 | – | – | 0.812 | − 1.5 | − 49−44 | – | – | 0.798 |
20% | − 0.8 | − 37−25 | – | – | 0.782 | − 1.3 | − 55−55 | – | – | 0.740 |
40% | − 1.3 | − 38−3 | – | – | 0.712 | − 2.2 | − 74−67 | – | – | 0.604 |
aThe 5th and 95th percentiles were used to demonstrate the range of the relative bias to true incremental cost and QALYs