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. 2014 Sep 16;11(9):e1001725. doi: 10.1371/journal.pmed.1001725

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.

a

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,

b

False positives: patients who are ART ineligible (true CD4 count>250/µl) but are misclassified as ART eligible.

c

False negatives: patients who are ART eligible (true CD4 count ≤250/µl) but are misclassified as ART ineligible.

d

Discounted at 3%/y.