Disease Test. Suppose a test for a disease is 90% accurate for those who have the disease (true positives) and 90% accuiate for those who do not have the disease (true negatives). Within a sample of 4000 patients, the incidence rate of the disease is the national average, which is 1.5%.
a. Verify that the entries in the table below follow from the information given and that the overall incidence rate is 1.5%. Explain.
Disease
No Disease
Total
Test Positive
54
394
448
Test Negative
6
3546
3552
Total
60
3940
4000
b. Of those with the disease, what percentage test positive?
c. Of those who test positive, what percentage have the disease? Compare this result to the one in part b and explain why they are different.
d. Suppose a patient tests positive for the disease. As a doctor using this table, how would you describe the patient’s chance of actually having the disease? Compare this figure to the overall incidence rate of the disease.
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