1B Stats Flashcards

1
Q

Gold standard is

A

most reliable and accurate test (compare other tests to this test)

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2
Q

degree to which instrument measures what it says it does

A

validity

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3
Q

degree to which measurement is free from error

A

reliability

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4
Q

ability to detect change over time in measured construct

A

responsiveness

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5
Q

contingency table for diagnostic test: a

A

a =true positive

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6
Q

b =

A

false positive

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7
Q

c =

A

false negative

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8
Q

d =

A

true negative

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9
Q

given that individual has condition, probability that test is +

A

sensitivity

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10
Q

given that individual does not have condition, probability that test will be negative

A

specificity

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11
Q

true + rate

A

sensitivity

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12
Q

true - rate

A

specificity

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13
Q

sensitivity equation

A

a/a+c

true positives/true pos + false neg (ALL COND POS)

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14
Q

specificity equation

A

d/(b+d)
true neg/ false pos+true neg (ALL COND NEG)

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15
Q

given that test result is positive, probability that individual has condition

A

+ predictive value

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16
Q

given that test result is negative, probability that individual DOES NOT have condition

A
  • predictive value
17
Q

+ predictive value equation

A

a/a+b
true positive/ALL TEST POS

18
Q

-pred value equation

A

d/c+d

true neg/false neg+true neg (ALL TEST NEG)

19
Q

condition with low prevalence will have

A

lower +PV
higher -PV

20
Q

likelihood ratios combine

A

sensitivity and specificity values

21
Q

positive LR

A

sensitivity/(1-specificity)

22
Q

negative LR

A

1-sensitivity/specificity

23
Q

higher positive LR

A

more certain that patient HAS condition if test is positive!

ratio of true + to false +

24
Q

lower negative LR

A

odds that individual has condition is SMALLER
ratio of false neg to true neg

25
Q

If LR is over 10
If -LR is smaller than 0.1

A

large, conclusive shifts in probability!

26
Q

moderate shifts in probability

A

LR: 5-10
-LR: 0.1-0.2

27
Q

small likelihood ratio

A

+LR: 1-2 (close to 1)
-LR: 0.5-1 (close to 1)

28
Q

increased ______(reliability/validity) of a test decreases the ____value in that pop

A

RELIABILITY
MDC

29
Q

What is the most powerful tool for quantifying importance of a test?

A

Likelihood ratio!

importance of positive and negative test results can be examined indiependently!

30
Q

Reliability measures of change

A

MDC and MCID
MDC: amount of change needed to exceed measurement error of test
MCID: amount of change that is significant to patient’s improvement