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. 2020 Feb 27;21(5):717–728. doi: 10.1007/s10198-020-01166-z

Table 3.

Relative mean deviation in percent and range of imputed estimates to true incremental cost, effects and net monetary benefit of the item and the aggregate imputation (simulation study based on n = 289 patients)

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