Table 3.
Estimation of the impact of matching accuracy on the screening accuracya.
| Assumption of matching accuracy (%) | Screening sensitivity (%) | Screening specificity (%) | Positive predictive value (%) | |||||||
| Sensitivity | Specificity | True | Estimate | True | Estimate | True | Estimate | |||
| 90 | 100 | 90 | NAb | 90 | 89.94 | 6.6 | 5.92 | |||
| 85 | 100 | 90 | NA | 90 | 89.91 | 6.6 | 5.59 | |||
| 50 | 100 | 90 | NA | 90 | 89.69 | 6.6 | 3.29 | |||
| 100 | 99.99 | 90 | 88.99 | 90 | NA | 6.6 | 6.58 | |||
| 100 | 99.90 | 90 | 80.93 | 90 | NA | 6.6 | 6.67 | |||
| 100 | 99.80 | 90 | 73.70 | 90 | NA | 6.6 | 6.76 | |||
| 88.71 | 99.80 | 90 | 90.00 | 90 | 89.89 | 6.6 | 6.02 | |||
| 82.26 | 100 | 90 | 72.09 | 90 | 89.93 | 6.6 | 5.41 | |||
| 90 | 100 | 60 | NA | 90 | 89.96 | 4.5 | 4.03 | |||
| 85 | 100 | 60 | NA | 90 | 89.94 | 4.5 | 3.81 | |||
| 50 | 100 | 60 | NA | 90 | 89.81 | 4.5 | 2.24 | |||
| 100 | 99.99 | 60 | 59.37 | 90 | NA | 4.5 | 4.49 | |||
| 100 | 99.90 | 60 | 54.33 | 90 | NA | 4.5 | 4.58 | |||
| 100 | 99.80 | 60 | 49.81 | 90 | NA | 4.5 | 4.67 | |||
| 88.71 | 99.80 | 60 | 48.81 | 90 | 89.96 | 4.5 | 4.17 | |||
| 82.26 | 100 | 60 | 60.00 | 90 | 89.68 | 4.5 | 3.18 | |||
aThe table shows the impact of matching accuracy on cancer-screening accuracy estimates when the true sensitivity of cancer screening is set at 90% and 60%, and the true specificity is set at 90%. The cancer incidence rate is approximately 775.7 person per year, which is the national average in Japan.
bNA: not affected. “NA” represents that no change occurred between the true and estimated values. The italicized values show the estimates obtained using the experimental data.