BIOL 437 Week Eight P.2 (Statistical Methods in Analytical Epidemiology) Flashcards

1
Q

misclassification

A
  • occurs when either the exposure or the outcome status is inaccurately assigned
  • most case-control studies have some level of it
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2
Q

types of misclassification

A
  1. Differential (non-random)

2. Non-differential (random)

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3
Q

differential (non-random)

A
  • classification of history is accurate in 90% of of cases and 100% of controls
  • level of misclassification is different
  • results in under or over estimation of OR
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4
Q

non-differential (random)

A
  • classification of history is accurate in 90% of cases and 90% of controls
  • level of misclassification is the same
  • results in understimating OR
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5
Q

confounding

A

-occurs when an extrinsic factor is associated with a disease outcome
-independant of that association, it is also associated with the exposure
Ex. coffee consumption, smoking and myocardial infraction

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6
Q

matching

A
  • a strategy for controlling confounding at both the design and analysis levels of a study
  • distribution of potential confounding factors is forced to be similar betweeen cases and controls
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7
Q

case-crossover study design

A
  • compares exposure status of a case immediately before its occurennce with that of the same case at a prior time
  • each case as their own control
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8
Q

case-crossover study appropriate when

A
  • individual exposures are intermittent
  • disease occurs abruptly
  • incubation period for detection
  • induction period are short
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9
Q

analytic unit for case-crossover

A
  • time

- just before the acute event is the ‘case’ time, compared with some other time: ‘control’ times

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10
Q

nested case-control study design

A
  • case-cohort study
  • case-control study “nested” within a cohort study
  • sample of cases and controls are selected and exposure status compared
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11
Q

cohort studies

A
  • a group of persons being studied who were born in the same year or period
  • generally involves study of persons who have been exposed and are followed over time
  • can be prospectively (forward in time) or retrospectively (backward in time)
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12
Q

prospective cohort study

A

-predictor variable is measured before to outcome has occured

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13
Q

retrospective cohort study

A

-a historical cohort is reconstructed with data on the predictor variable and data on the outcome collected

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14
Q

cohort effect

A
  • generation effect
  • change in disease or health status of a study population as they move through time
  • includes any exposure or influence, from environmental effets to societal changes
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15
Q

advantage of cohort over case-control

A

-incidence rate of several outcome variables can be determined and associated with the exposure variable

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16
Q

common measures for describing cohort data

A
  1. Cumulative incidence rate: attack rate

2. Incidence density rate: person-time rate

17
Q

measures of association in cohort studies

A
  1. Ratio of attack rates

2. Ratio of person-time rates

18
Q

ratio of attack rates

A
  • risk ratio (relative risk) (RR)

- probability of health event among those exposed relative to those unexposed

19
Q

ratio of person-time rates

A
  • rate ratio
  • cumulative incidence rate of disease among exposed relative to unexposed
  • only able to calculate when total time the exposed and unexposed are at risk is known
20
Q

person-time

A
  • for acute: hours, days, weeks, sometimes months

- for chronic: years

21
Q

RRs as %

A
  • RR>1: % increase change (RR-1)x100

- RR<1: % decrease change (1-RR)x100

22
Q

attributable risk (AR)

A
  • cumulate incidence in exposed group minus unexposed

- difference in attack rates or in person-time rates

23
Q

attributable risk intrepreted as

A
  • excessive risk of disease among the exposed group attributed to the exposure
  • absolute risk in exposed group that is attributable to the exposure
24
Q

AR% intrepretation

A

-certain % of disease in group is attributed to the exposure

25
Q

population attributable risk (PAR) intrepretation

A
  • if exposure was eliminated, the amount the rate would drop
  • assumes casual association between exposure and disease
26
Q

PAR equals

A

-person-time rate in total population minus person time-rate in unexposed population

27
Q

PAR % intrepretation

A

-the % decrease if the exposure was eliminated