Table 4. One-way and two-way sensitivity analyses of point-of-care CD4 test characteristics on misclassification of patients, clinical outcomes, costs, and cost-effectiveness compared to laboratory-based CD4 tests.
Analysis | CV (Percent) | Bias (Percent) | Sensitivity (Percent)a | Specificity (Percent)a | False Negatives (Percent)b | False Positives (Percent)c | Cost (US Dollars)d | Life Expectancy (Years)d | ICER (US Dollars/YLS) |
One-way sensitivity analysis on CV | 0 | 100 | 100 | 0.0 | 0.0 | 2,850 | 10.4 | 470 | |
5 | 98 | 98 | 2.1 | 1.6 | 2,830 | 10.4 | 470 | ||
15 | 95 | 94 | 5.4 | 5.5 | 2,810 | 10.3 | 490 | ||
25 | 92 | 89 | 8.0 | 10.8 | 2,800 | 10.3 | 500 | ||
32.6 | 90 | 85 | 9.6 | 15.1 | 2,800 | 10.3 | 500 | ||
45 | 88 | 79 | 11.9 | 21.2 | 2,790 | 10.2 | 520 | ||
55 | 87 | 75 | 13.4 | 25.2 | 2,780 | 10.2 | 530 | ||
70 | 85 | 70 | 15.3 | 29.6 | 2,770 | 10.2 | 550 | ||
100 | 82 | 65 | 18.3 | 35.2 | 2,760 | 10.1 | 570 | ||
One-way sensitivity analysis on bias | −20 | 96 | 70 | 4.0 | 30.3 | 2,900 | 10.5 | 500 | |
−15 | 95 | 74 | 5.1 | 25.9 | 2,880 | 10.5 | 500 | ||
−10 | 94 | 78 | 6.3 | 21.9 | 2,850 | 10.4 | 500 | ||
−5 | 92 | 82 | 7.6 | 18.2 | 2,830 | 10.3 | 500 | ||
0 | 90 | 85 | 9.6 | 15.1 | 2,800 | 10.3 | 500 | ||
5 | 89 | 88 | 10.9 | 12.0 | 2,770 | 10.2 | 510 | ||
10 | 87 | 90 | 12.8 | 9.6 | 2,750 | 10.2 | 510 | ||
15 | 85 | 93 | 14.7 | 7.5 | 2,720 | 10.1 | 520 | ||
20 | 83 | 94 | 16.7 | 5.8 | 2,700 | 10.1 | 540 | ||
Two-way sensitivity analysis | 0.15 | −20 | 99 | 78 | 0.6 | 21.7 | 2,900 | 10.5 | 480 |
0.15 | 0 | 95 | 95 | 5.0 | 5.5 | 2,800 | 10.3 | 480 | |
0.15 | 20 | 84 | 99 | 15.7 | 0.5 | 2,690 | 10.0 | 520 | |
0.25 | −20 | 98 | 73 | 2.5 | 26.9 | 2,910 | 10.5 | 490 | |
0.25 | 0 | 93 | 89 | 7.5 | 10.6 | 2,800 | 10.3 | 490 | |
0.25 | 20 | 84 | 97 | 16.1 | 3.0 | 2,690 | 10.1 | 530 | |
0.35 | −20 | 95 | 69 | 4.6 | 31.3 | 2,900 | 10.5 | 500 | |
0.35 | 0 | 90 | 84 | 9.6 | 16.1 | 2,800 | 10.3 | 510 | |
0.35 | 20 | 83 | 93 | 16.9 | 6.8 | 2,700 | 10.1 | 540 |
Base case in bold.
Derived using test performance of percent SD = 32.6% [36], mean CD4 count (SD) of cohort = 300/µl (230/µl), and ART-eligibility threshold at CD4 count ≤250/µl,
False positives: patients who are ART ineligible (true CD4 count>250/µl) but are misclassified as ART eligible.
False negatives: patients who are ART eligible (true CD4 count ≤250/µl) but are misclassified as ART ineligible.
Discounted at 3%/y.