Suppose a medical manufacturer designed two, new, screening tests to rapidly diagnose syphilis, which is caused by the bacteria Treponema pallidum. The company tested both screening tests in a high risk population. The ‘gold standard’ test was a lab culture and identification. The data for both tests are below.
Culture (Gold Standard) |
||
New Test 1 |
Disease (+) |
Disease (-) |
(+) |
65 |
86 |
(-) |
8 |
600 |
Culture (Gold Standard) |
||
New Test 2 |
Disease (+) |
Disease (-) |
(+) |
91 |
80 |
(-) |
8 |
700 |
A- Calculate the sensitivity and specificity for each test.
For the New test 1
True positive=65
False negative=8
True negative=86
False positive=600
Sensitivity is a probability where test indicate disease among those with the disease
Sensitivity=True Positive(A)/True Positive+false negative(A+C)*100
65/65+8*100=89%
New Test 1 has a senstivity of 89%
Specificity is the fraction of those without the disease and they will have negative test results.
Specificity=True negative (D)/True negative+false positive(D+B)*100
86/86+600=12%
New test 1 has specificity of 12%
New test 2
Senstivity=True Positive/True Positive+false negative*100
True positive=91
False negative=8
Sensitivity=91/91+8*100=91.9%
For test number 2 senstivity is 91.9%
Specificity=True negative/true negative+false positive*100
True negative=80
False positive=700
Specificity=80/80+700*100=10.2%
In test number 2 specificity is 10.2%
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