Sensitivity and Specificity Flashcards

1
Q

look at this fun little thing

A

pretty colors

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2
Q

Sensitivity

A

% of individuals with the disease who were positive to the test (+ of the sick)

How good is your test at finding cases?

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3
Q

Specificity

A

% of non-disease subjects who were negative to the test (- in the healthy)

How good is your test at ruling out non-cases?

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4
Q

Equation for False Negative

A

1 - sensitivity

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5
Q

Equation for False Positive

A

1 - specificity

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6
Q

Sensitivity Equation

A
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7
Q

Specificity Equation

A
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8
Q

High Cutoff between groups?

A

few false positives but lots of false negatives
low sensitivity and higher specificity

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9
Q

Low Cutoff between groups?

A

few false negatives but a whole lot of false positives
high sensitivity and low specificity

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10
Q

Series Testing

A

use of two sequential tests to retest the POSITIVES

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11
Q

Parallel Testing

A

use of two sequential tests to retest the NEGATIVES

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12
Q

Effect of Series Testing on Sensitivity and Specificity

A

increases SPECIFICITY

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13
Q

Effect of Parallel Testing on Sensitivity and Specificity

A

increases SENSITIVITY

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14
Q

3 Determinants of Predictive Value

A
  1. Sensitivity
  2. Specificity
  3. Prevalence
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15
Q

positive predictive value

A

probability of disease in a subject with a positive test result

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16
Q

negative predictive value

A

probability of not having the disease with a negative test result

17
Q

Relationship of Prevalence to Predictive Values

A

prevalence close to 0 –> PPV = 0
prevalence close to 100% –> NPV = 0

18
Q

Cute Calc Summary

A

so much math