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(1)

Assessment of Screening

Test

Epidem iology in Medical

Pr act ice

By DJP Bar ker and G Rose

(2)

Two basic components

‡

Repeat abilit y / Reliabilit y

„ Whet her single m easur em ent can guide act ions

„ Poor r epeat abilit y Æ r epeat ed m easur em ent s

‡

Validit y

„ Scr eening t est usually cheap, sim ple, and quick

„ Ther efor e quest ionable validit y

(3)

Validity: two types of errors

‡

False posit ive

„ Needless alar m

„ Wast ed inv est igat ion

„ F + is high w hen pr evalence is low

„ Br east cancer : Se 80% , Sp 96% , F+ : 75%

‡

False negat ive

„ Neglect t he needy

(4)

Diagnostic criteria to assess screening

test

‡ Repeat abilit y / r eliabilit y

‡ Validit y

„ Pr edict ive values

‡ Posit ive pr edict ive value

‡ Negat ive pr edict ive value

„ Sensit ivit y / specificit y

Refer ence t est

+ -

Scr eening Test

+ Tr ue + ( a)

False+ ( b)

PV+ a/ a+ b _ False –

( c)

Tr ue – ( d)

PV- d/ c+ d Se

a/ a+ c

Sp d/ C+ d

(5)

ROC

Pr evalence %

Predictive value

A scr eening t est w it h 95% se and sp.

Relat ionship bet w een disease

pr evalence and t he pr edict ive values

(6)

Sensitivity and specificity

‡ Se

„ Pr opor t ion of t r ue posit ive cor r ect ly ident ified

„ Hi Se is necessar y w hen false – is ser ious.

‡ Sp

„ Pr opor t ion of t r ue negat ive cor r ect ly ident ified

„ Hi specificit y is necessar y w hen false + is undesir able.

‡ Se Æ r educe F- Æ incr ease F+

‡ Sp Æ r educe F+ Æ incr ease F-

‡ Balance: a m at t er of j udgem ent

(7)

Evaluation of a screening tes

‡ Cheap

‡ Safe

‡ Cost of t he t est ( consider ing t he t hr eat of t he disease)

„ Tim e lost

„ Discom for t

„ Anxiet y

„ Com pet e r esour ces

‡ Yield

„ The num ber of t est s done t o ident ify one case

‡ Low pr evalence Æ poor yield Æ scr een hi r isk gr oup

‡ Balance above fact or s

参照

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