Measurement and errors in research Flashcards

- demonstrate an understanding of the challenges of planning a research question - explain & identify different types of measurement error, bias and confounding that occur in pub health research - explain difference between concepts of validity and reliability

1
Q

Determinants of health are aka…

A
  • exposure
  • treatment
  • X
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2
Q

health related states and events are aka..

A
  • outcome
  • disease
  • Y
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3
Q

Causation

A

exposure leads to disease

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4
Q

Co-variates

A

other variables that influence relationship between an exposure and an outcome (includes confounders)

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5
Q

What are the 2 types of epidemiology?

A

descriptive and analytical

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6
Q

descriptive epidemiology

A

hypothesis generation (person, place, time)

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7
Q

Analytical epidemiology

A

hypothesis testing (study design, methods)

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8
Q

Hypothesis

A

exposure X is associated with an increased or decreased risk of outcome Y

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9
Q

What are qualities of a good epidemiological exposure variable?

A
  • have impact on health
  • measurable
  • differentiate populations
  • generate testable hypotheses
  • help prevent/control disease
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10
Q

Disease is worthwhile investigating in terms of…

A
  • number of individuals & types of populations it affects
  • its causal pathway or risk characteristics
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11
Q

List sources of epidemiological hypothesis

A
  • individual cases
  • case series
  • descriptive epidemiology finding
  • data mining
  • lab/animal studies
  • analogies to other exposure outcome relationships
  • common sense, luck/chance
  • other epidemiologists/ publications
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12
Q

Finding an epidemiological hypothesis

A
  • read literature
  • examine descriptive epidemiological data
  • listen to patients and clinicians
  • media
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13
Q

Issue w/ causation

A
  • etiology of chronic disease often difficult to determine
  • most exposures cause many outcomes
  • outcomes may be due to multiple exposures (discontinuous) or continual exposure over time
  • causes may differ by individual
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14
Q

What does epidemiology determine?

A

relationship between a given exposure and frequency of disease in populations

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15
Q

How can we measure exposure?

A
  • questionnaire
  • biological lab tests
  • radiology
  • physical examination
  • previous medical records
  • sampling of environmental factors
  • biomarkers/genetic markers
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16
Q

What are the 2 types of measurement error?

A

bias (systematic) and imprecision (random)