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. 2021 Oct 25;41(2):310–327. doi: 10.1002/sim.9238

TABLE 2.

The mean and standard deviation of the true positive tests, true negative tests, false negative tests, false positive tests, and the missing cases who are not tested in the population, using the test allocation strategy determined by the proposed detecting mode and alternative allocation methods

True positive True negative False negative False positive Missing cases
Mean (SD) Mean (SD) Mean (SD) Mean (SD) Mean (SD)
Limited number of tests as 50 000; ta=0.55
Detecting mode 34654 (178.3) 463 (23.7) 14833 (121.6) 5 (2.0) 125497 (336.3)
Risk‐based 34654 (178.3) 463 (23.7) 14833 (121.6) 5 (2.0) 125497 (336.3)
Symptom‐based 34415 (207.9) 795 (29.0) 14736 (122.0) 8 (2.9) 125834 (317.5)
Severe‐only 14178 (108.7) 29425 (157.6) 6075 (70.4) 299 (18.6) 154732 (359.6)
Universal random 761 (27.4) 48412 (208.2) 331 (17.3) 491 (23.1) 173893 (400.0)
Sufficient number of tests as 200 000; ta=0.55
Detecting mode 56840 (248.6) 117589 (326.0) 24333 (162.1) 1186 (35.5) 93811 (265.0)
Risk‐based 55364 (234.9) 119617 (314.4) 23720 (145.0) 1209 (31.8) 95901 (269.5)
Symptom‐based 56128 (219.4) 118583 (311.7) 24046 (154.3) 1195 (34.0) 94811 (267.7)
Severe‐only 16214 (118.0) 175026 (408.7) 6950 (79.8) 1766 (38.1) 151821 (352.2)
Universal random 3051 (49.9) 193643 (404.0) 1317 (36.4) 1954 (41.4) 170617 (397.3)
Limited number of tests as 50 000; ta=0.90
Detecting mode 12720 (105.6) 31528 (177.9) 5445 (80.5) 320 (19.4) 156820 (364.6)
Risk‐based 12628 (122.4) 31609 (172.2) 5415 (75.5) 320 (20.1) 156942 (368.0)
Symptom‐based 12676 (117.5) 31566 (168.9) 5430 (64.9) 321 (19.2) 156879 (365.3)
Severe‐only 3728 (56.9) 44212 (193.4) 1605 (42.5) 448 (21.4) 169652 (401.7)
Universal random 759 (28.9) 48414 (207.1) 330 (17.8) 491 (23.3) 173896 (412.7)
Sufficient number of tests as 200 000; ta=0.90
Detecting mode 14988 (114.6) 176771 (385.7) 6419 (80.7) 1787 (41.1) 153578 (351.7)
Risk‐based 14492 (123.9) 177427 (431.4) 6212 (80.3) 1790 (41.7) 154280 (364.3)
Symptom‐based 14742 (119.0) 177124 (400.1) 6318 (70.9) 1788 (38.3) 153925 (365.3)
Severe‐only 5971 (71.8) 189521 (388.4) 2561 (52.0) 1913 (41.2) 166453 (405.0)
Universal random 3048 (49.9) 193644 (396.6) 1315 (39.3) 1954 (41.4) 170621 (408.5)

Note: The assumed number of true infected cases near the peak of the pandemic is 175 000, and the population is eight million. The test false negative rate β is 0.3 and the test positive rate α is 0.01. Results are based on 100 repetitions. ta is the probability for a person of being asymptomatic after being infected.