Table 1.
Assumed event rate | True Person-time follow-up rate η PTFR |
Percentage Method η percentage |
Estimated using the formal method η FPT |
Clark’s compleness inex η CCI |
Simplified Person-time method η SPT |
||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Average | %bias1 | 2 | Average | %bias | Average | %bias | Average | %bias | |||||
5% | 95.0% | 90.4% | −4.90 | .047 | 95.0% | 0.00 | .001 | 94.9% | −0.08 | .001 | 95.1% | 0.05 | .001 |
81.9% | 66.7% | −18.5 | .158 | 82.1% | 0.16 | .002 | 81.7% | −0.26 | .003 | 82.1% | 0.25 | .003 | |
68.1% | 44.8% | −34.3 | .233 | 68.3% | 0.45 | .004 | 67.9% | −3.49 | .003 | 68.2% | 0.59 | .005 | |
56.7% | 29.3% | −48.2 | .274 | 57.3% | 0.92 | .006 | 56.5% | −0.27 | .003 | 57.3% | 1.09 | .007 | |
10% | 95.2% | 91.0% | −4.48 | .043 | 95.2% | −0.01 | .002 | 95.1% | −0.29 | .003 | 95.4% | 0.10 | .002 |
82.1% | 67.9% | −17.4 | .142 | 82.3% | 0.17 | .002 | 81.6% | −0.69 | .006 | 82.5% | 0.49 | .006 | |
68.5% | 46.5% | −32.2 | .220 | 68.9% | 0.64 | .005 | 67.9% | −1.11 | .008 | 69.2% | 1.07 | .009 | |
56.4% | 30.3% | −46.2 | .261 | 57.1% | 1.33 | .008 | 55.6% | −1.36 | .008 | 57.4% | 1.84 | .011 | |
30% | 94.4% | 90.0% | −4.61 | .044 | 93.4% | −0.95 | .009 | 93.7% | −0.64 | .006 | 94.6% | 0.31 | .004 |
82.7% | 70.7% | −14.5 | .120 | 82.3% | −0.04 | .004 | 81.1% | −1.94 | .016 | 83.6% | 1.06 | .009 | |
69.4% | 50.9% | −26.8 | .186 | 69.7% | 0.42 | .005 | 67.1% | −3.33 | .023 | 70.9% | 2.17 | .016 | |
53.6% | 31.0% | −42.2 | .226 | 54.8% | 2.17 | .012 | 51.1% | −4.71 | .026 | 55.9% | 4.19 | .023 | |
50% | 93.2% | 89.5% | −3.97 | .037 | 88.3% | −0.53 | .049 | 91.2% | −2.08 | .020 | 93.9% | 0.80 | .008 |
77.6% | 67.2% | −13.4 | .105 | 74.6% | −3.79 | .030 | 72.5% | −6.58 | .051 | 79.9% | 3.00 | .024 | |
65.0% | 51.1% | −2.14 | .140 | 63.6% | 2.03 | .014 | 58.5% | −9.93 | .647 | 68.4% | 5.25 | .035 | |
46.6% | 31.3% | −32.8 | .153 | 47.8% | 0.03 | .014 | 40.0% | −14.0 | .066 | 51.3% | 10.0 | .005 |
These results were compared to the true Person-time follow-up Rate (Eq. 3) based on complete information generated under the simulations, each averaged across 1000 simulated data sets. The simulations involved an assumed 5-year prospective cohort study of N = 1000 subjects with fixed annual interval clinical visits and non-informative dropout. Time-to-event was generated based on exponential distributions with event rates varied from 5 to 50% and time to dropout was generated based on an independent exponential distribution with dropout proportion varying from 10 to 70%. Results were averaged across the 1000 simulated datasets
Note: 1. % bias was calculated as (average of the particular method-η PTFR)/η PTFR*100%; 2. was calculated as the square root of the average of (estimate-η PTFR)2. MSE from the true η PTFRwas calculated instead of variance because several methods used here can be biased